Curriculum Vitae
BIOGRAPHY
Ts Dr. Vimala Balakrishnan is a Professor affiliated with the Faculty of Computer Science and Information Technology, Universiti Malaya since 2010. She earned her PhD in Ergonomics from Multimedia University, complementing her academic journey that commenced with Master's and Bachelor's degrees obtained from the University of Science Malaysia. Dr. Balakrishnan's primary research focus lies in the domains of machine learning and deep learning, particularly in data analytics, with a specialized emphasis on social media applications. Her research interests span across diverse sectors, including healthcare and critical social issues like cyberbullying, suicide and misinformation propagation. She has published more than 100 articles in top indexed journals, 60 conference proceedings and eight book chapters, has three patents and fifteen copyrights.
She is a Fulbright Research Scholar (2018) and a recipient of the Leadership in Innovation Fellowship (by the Royal Academy of Engineering, UK) award. Others include Excellent Service Award 2017 & 2024, Cardiff Incoming Visiting Fellowship Scheme 2017, Best Elsevier Reviewer Award 2018 (Computer in Human Behavior), and awards won both at local and international competitions (three diamonds, 22 golds, 8 silvers and 4 bronze). Dr Balakrishnan is an advocate for women in science, and acts as the founder of HeRDS: Heels and Rouge in Data Science and co-founder of the Community of Practice in Research (Hello@UM). She was also listed as one of the top 2% world scientists by the Stanford University in five consecutive years (2020 - 2024), both in the single year and career categories. Dr Balakrishnan was recently recognized as one of the Successful People in Malaysia in the June 2022 issue as part of the British Media Publishing House publication.
She teaches both the undergraduate and post-graduate students at the faculty. She has supervised ten PhD students, three Master by Research and 22 Master by Mixed-mode students to completion. Dr. Balakrishnan is currently supervising five PhD students, and two Master by Research students. She also supervises Master of Data Science students, and has served as the Program Coordinator for four consecutive years (2017 - 2021).
Dr. Balakrishnan serves as the Editor-in-Chief to the Malaysian Journal of Computer Science. She serves as an active reviewer for several International journals, and as an external examiner for PhD thesis (e.g. International University of Malaya-Wales, Kolej Damansara Penang, Maynooth University Ireland, Modi Institute India, etc.). Dr. Balakrishnan also acts as the Program Assessor for HELP University (Master in Data Science and Bachelor in IT Data Analytics), Monash University (Bachelor in Applied Data Science), Multimedia University (Bachelor in Digital Analytics Management) and International Medical University Malaysia (Bachelor in Digital Health). She has given guest lectures at Yale University (2022), University of Georgia (2018), and Georgia Technology of Institute (2018), USA, Cardiff University (2017), UK, Soongsil University (2016), Korea, and as a Keynote Speaker at the Artificial Intelligence and Data Engineering 2019 Conference (India). She has appeared in the local media (BFM Radio Malaysia, TV3), local newspapers and magazine (The Star, Berita Harian, Her World), podcasts, YouTube and served as an expert advisor in a round table session (Communications and Multimedia Content Forum Malaysia) on cyberbullying detection mechanisms.
Currently, she is actively working on innovative solution-based projects related to digital health platforms including developing an integrated VOT enabled app for Tuberculosis management, MyTBCompanion through her Projek Celik TB (funded by the Research and Innovation for Development in ASEAN UK & Fulbright Alumni Engagement Fund 2024) and a chatbot for HIV minority communities with her international collaborators from Yale University (funded by Gilead Inc. amounting to 499,000 USD). Other on-going studies include developing and detecting digital fraud/scam (funded by the Fundamental Research Grant Scheme 2023 (Ministry of Higher Education Malaysia) and SATU Joint-Research Scheme 2023).
AREAS OF EXPERTISE
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DATA SCIENCEMachine Learning; Deep Learning; Social Media Analytics
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DECISION SUPPORT SYSTEMHealthcare Information Systems;
ACADEMIC QUALIFICATION
- PhD(MMU), (Ergonomic Management)Universiti Multimedia Malaysia (Mmu)
- MSc(Computer Science)USM, (Computer Science)Universiti Sains Malaysia (USM)
- BCompSc(Hons)USM, (Computer Science)Universiti Sains Malaysia (USM)
ADMINISTRATIVE DUTIES
- AHLI JAWATANKUASA KURIKULUM FAKULTI (IJAZAH DASAR)04 Nov 2023 - 31 Dec 2027 (Faculty)
- AHLI JAWATANKUASA PENYELIDIKAN, PENCIPTAAN NILAI DAN USAHAWAN01 Jan 2024 - 31 Dec 2026 (Department of Information System, Faculty of Computer Science and Information Technology)
- Task Force Member01 Jul 2023 - 30 Jun 2026 (University Malaya)
- AHLI JAWATANKUASA HARTA INTELEK UNIVERSITI MALAYA DI PUSAT INOVASI & PERUSAHAAN01 Jul 2023 - 30 Jun 2026 (University Malaya)
- Programme Quality Assurance Expert - ProQAE01 Jan 2024 - 31 Dec 2025 (University Malaya)
- Coordinator for Minor Program24 Mar 2024 - 31 Dec 2025 (Department of Information System, Faculty of Computer Science and Information Technology)
- Task force member for UMExpert01 Sep 2023 - 31 Aug 2025 (University Malaya)
- AJK Kurikulum bagi Program Doktor Falsafah (PhD)01 Mar 2023 - 04 Mar 2025 (Faculty)
- Task force member for Master in Data Science (CW & ODL)03 Mar 2023 - 04 Mar 2025 (Faculty)
- Task force member (AJK) for Quality Assurance (Internal Auditor)01 Jan 2022 - 31 Dec 2024 (Department of Information System, Faculty of Computer Science and Information Technology)
- AHLI JAWATANKUASA KURIKULUM JABATAN SISTEM MAKLUMAT (IJAZAH DASAR)23 Nov 2023 - 31 Dec 2024 (Department)
- AHLI TASKFORCE PENSTRUKTURAN PROGRAM LATIHAN UNTUK STAF AKADEMIK BAHARU (EMERALD)14 Jun 2024 - 31 Dec 2024 (University Malaya)
- Mentor - International Engineering Invention & Innovation Exhibition (i-ENVEX)04 Apr 2014 - present (Department of Information System, Faculty of Computer Science and Information Technology)
- Coordinator for Minor Program (Penyelaras Program Minor)24 Jun 2023 - 23 Mar 2024 (Faculty)
- Coordinator for Data Science Project (Bachelor in Data Science)11 Nov 2022 - 10 Nov 2023 (Faculty)
- Task Force Member13 May 2022 - 31 Dec 2022 (University Malaya)
- Task Force Member30 May 2022 - 31 Dec 2022 (Department of Information System, Faculty of Computer Science and Information Technology)
- Task Force Member08 Feb 2022 - 31 Dec 2022 (Faculty)
- Associate Editor for Malaysian Journal of Computer Science01 Sep 2020 - 31 Aug 2022 (International)
- Internal Auditor01 Jan 2017 - 31 Dec 2021 (Department of Information System, Faculty of Computer Science and Information Technology)
- Programme Coordinator01 Jan 2018 - 15 Oct 2021 (Department of Information System, Faculty of Computer Science and Information Technology)
- Guest Editor for Journal of Supercomputing (Special Issue)01 May 2020 - 31 Dec 2020 (International)
- SIRKM Track Chair Committee17 Jun 2020 - 17 Dec 2020 (Department of Information System, Faculty of Computer Science and Information Technology)
- Associate Editor for Malaysian Journal of Computer Science16 Mar 2015 - 31 Dec 2019 (National)
- Member for AMPP Center for IR 401 Aug 2018 - 31 Jul 2019 (University Malaya)
- Committee Member- Buku Panduan FSKTM05 Jul 2018 - 31 Jul 2019 (Faculty)
- IC2SE Committee Member02 Jan 2019 - 27 Apr 2019 (International)
- Chairperson for Data Science Symposium 201801 Jan 2018 - 30 Jul 2018 (Department of Information System, Faculty of Computer Science and Information Technology)
- Committee Member for Bachelors of Data Science02 Oct 2016 - 07 Sep 2017 (Department of Information System, Faculty of Computer Science and Information Technology)
- Auditor for Undergraduate Program 201601 Oct 2016 - 31 Jul 2017 (Department of Information System, Faculty of Computer Science and Information Technology)
- Chairperson for Research Grant Writing Seminar 201702 Jan 2017 - 31 May 2017 (Department of Information System, Faculty of Computer Science and Information Technology)
- Trainer for TOTS-ICONS24 Feb 2014 - 23 Feb 2017 (University Malaya)
- Programme Coordinator01 Aug 2014 - 31 Jul 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
- Committee member for Masters of Data Science05 Mar 2015 - 31 Jul 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
- Committee Member - Task Force Programming01 Aug 2014 - 31 Jul 2016 (Department of Information System, Faculty of Computer Science and Information Technology)
- Auditor02 May 2016 - 06 May 2016 (University Malaya)
- Chairman02 Jan 2015 - 01 Sep 2015 (Department of Information System, Faculty of Computer Science and Information Technology)
- Programme Coordinator for SMTM (Management)03 Jan 2013 - 07 Jan 2015 (Department of Information System, Faculty of Computer Science and Information Technology)
- AJK Kerja Kemahiran Insahniah10 Sep 2012 - 10 Sep 2014 (Department of Information System, Faculty of Computer Science and Information Technology)
- Interviewer for Undergraduate Intake 201401 Apr 2014 - 30 Jun 2014 (University Malaya)
- AJK Jaminan Kualiti Fakulti (ISO)03 Jun 2013 - 27 Jun 2014 (Department of Information System, Faculty of Computer Science and Information Technology)
- Auditor for Undergraduate Programme 201431 Mar 2014 - 04 Apr 2014 (Department of Information System, Faculty of Computer Science and Information Technology)
- AJK Semakan Semula Kursus Elektif Luar Fakulti03 Jun 2013 - 10 Feb 2014 (Department of Information System, Faculty of Computer Science and Information Technology)
- Committee Member for Family Day 201325 Sep 2013 - 25 Dec 2013 (Department of Information System, Faculty of Computer Science and Information Technology)
- Interviewer for Program Pengajian Ijazah Dasar & Asasi 2013/201428 Mar 2013 - 30 Aug 2013 (University Malaya)
- PEMERIKSA DALAM BAGI PEPERIKSAAN PROGRAM SARJANA DAN DOKTOR FALSAFAH, SEMESTER I, SESI 2012/201317 Sep 2012 - 18 Feb 2013 (Faculty)
- AHLI JAWATANKUASA PEMERIKSA BAGI PEPERIKSAAN PROGRAM SARJANA DAN DOKTOR FALSAFAH, SEMESTER I, SESI 2012/201317 Sep 2012 - 18 Feb 2013 (Faculty)
- Facilitator for Training for Trainers: Pilot Run for Program Kemahiran Insaniah dan Kebolehpasaran17 Sep 2012 - 31 Dec 2012 (University Malaya)
- Committee Member for ISO Hal Ehwal Ijazah Dasar 201201 Jun 2012 - 31 Aug 2012 (Faculty)
- Committee member for Informatics: Green ICT 2011 Conference01 Jun 2011 - 30 Nov 2011 (University Malaya)
MEMBERSHIPS
- PROFESSIONAL TECHNOLOGIST, MEMBER2024 to present (National)
- EDITOR IN CHIEF - MALAYSIAN JOURNAL OF COMPUTER SCIENCE, CHIEF EDITOR/ EDITOR IN CHIEF2024 to present (International)
- FULL MEMBER - MALAYA ARTIFICIAL INTELLIGENCE CENTER OF RESEARCH (MALAYA AIR), MEMBER2024 to present (University)
- PROFESSIONAL TECHNOLOGIST, MEMBER2023 to 2024 (National)
- ACM COMPUTING MACHINERY, MEMBER2023 to 2024 (International)
- ASSOCIATE EDITOR FOR MALAYSIAN JOURNAL OF COMPUTER SCIENCE, ASSOCIATE EDITOR2022 to 2024 (International)
- ASSOCIATE EDITOR (MJCS), MEMBER2022 to 2024 (International)
- FULL MEMBER - ORGANIZATION FOR WOMEN IN SCIENCE FOR THE DEVELOPING WORLD, MEMBERSince 2022 (International)
- ORGANIZATION FOR WOMEN IN SCIENCE ( OWSD MALAYSIAN NATIONAL CHAPTER ), MEMBERSince 2022 (National)
- QUALITY ASSURANCE TASK FORCE MEMBER, MEMBER2022 to 2024 (University)
- SUCCESSFUL PEOPLE IN MALAYSIA 2022, MEMBERSince 2021 (International)
- FULBRIGHT ALUMNI, MEMBERSince 2018 (International)
- LEADERSHIP IN INNOVATION FELLOW (ROYAL ACADEMY OF ENGINEERING), MEMBERSince 2017 (International)
- GLOBAL SCIENCE AND TECHNOLOGY FORUM, ASSOCIATE MEMBERSince 2012 (International)
- MEDICRES, MEMBERSince 2012 (International)
- PROFESSIONAL TECHNOLOGIST, MEMBER2022 to 2023 (National)
- PROFESSIONAL TECHNOLOGISTS, MEMBER2021 to 2022 (National)
- MCCA ACADEMIC ADVISOR , ADVISORY BOARD2020 to 2022 (National)
- MALAYSIAN JOURNAL OF COMPUTER SCIENCE, MEMBER2020 to 2022 (International)
- UM STRATEGIC WOS TASK FORCE, MEMBER2021 to 2021 (University)
- TASK FORCE CURRICULUM REVIEW FOR MASTER BY RESEARCH, MEMBER2021 to 2021 (University)
- PROGRAMME COORDINATOR FOR MASTER OF DATA SCIENCE, MEMBER2019 to 2021 (University)
- INTERNAL AUDITOR, MEMBER2019 to 2021 (University)
- IEEE.ORG, ACTIVE MEMBER2019 to 2019 (International)
AWARD AND STEWARDSHIP
- Top 2% World Scientist (Long career 2024)Stanford University, 2024 (International)
- Top 2% World Scientist (Single Year 2024)Standford University, 2024 (International)
- EXCELLENCE SERVICE AWARDUniversity of Malaya, 2024 (University)
- Gold Award (MyTBCompanion - An integrated Video Observed Therapy application for Tuberculosis management in Malaysia)ITEX, 2024 (International)
- Publication in Top 10% Web of Science Indexed Journals Series 2024 -1Web of Science, 2024 (International)
- Silver Award (DIAGNOSTIC MODEL COMPARISON ANALYSIS BASED ON PYROPTOSIS RELATED GENES IN BREAST CANCERMNNF, 2024 (International)
- Gold Medal (Professional) - MyTBCompanion - Tuberculosis Care and Management through a Bi-lingual Asynchronous Video Observed Therapy mHealthMNNF, 2024 (International)
- Top 2% World Scientists 2023 (Career and Single Year)Stanford University, 2023 (International)
- Diamond Award (Hello@UM - An Integrated VOT App)MNNF, 2023 (International)
- Gold Award (Hello+@UM - An Integrated Video Observed Therapy System to Revolutionize Tuberculosis Care in Malaysia)3rd International Research Invention, Innovation and Exhibition, 2023 (International)
- Gold Award (Hello@UM)UiTM, 2023 (International)
- Best of the Best Award (Hello@UM)UiTM, 2023 (International)
- Best Video Presentation (Hello@UM)MNNF Networks, 2023 (International)
- Gold Award (Hello@UM - Tuberculosis VOTs)MNNF Networks, 2023 (International)
- Top 2% World Scientists 2022 (Career and Single Year)Stanford University, 2022 (International)
- Top 2% World Scientists 2021Stanford University, 2021 (International)
- Gold Award (Hello@UM)ITEX2021, 2021 (International)
- Best Paper - Coronavirus Stress: Stressors and Socio-demographic Correlates among Malaysian Women in the Midst of LockdownUniversitas Putra Indonesia, 2021 (International)
- The Pandemic and Its Effect on Malaysian Women?Emotional Distress, Stressors and Socio-DemographiciSciTech, 2021 (International)
- Top 2% World Scientist 2020Stanford University, 2020 (International)
- Indonesia Innovators Day 2020 (Gold - Sentiment and Personality Based Cyberbullying Detection Model)Universiti Mercu Bina, 2020 (International)
- FCSIT Innovation 2019 (Best Poster Award)University of Malaya, 2019 (Ptj/ Faculty)
- Invention Innovation and Design Exposition 2019 (IIDEX)UiTM, 2019 (National)
- Invention Innovation and Design Exposition 2019 (IIDEX) - DiaPool (Bronze)UiTM, 2019 (National)
- IEEE National Postgraduate Poster Competition 2019 (4th Place)University Sains Malaysia, 2019 (National)
- Fulbright Visiting Scholar 2018MACEE, 2018 (International)
- Invention Innovation and Design Exposition 2017 (Silver) - PHyBR-SentiExtendedUiTM, 2017 (National)
- Invention Innovation and Design Exposition 2017 (Diamond/Gold) - SentICal: Sentiment Intensity CalculatorUiTM, 2017 (National)
- Invention Innovation and Design Exposition 2017 (Gold) - E-notification Management SystemUiTM, 2017 (National)
- Cardiff Incoming Visiting Fellowship Scheme & International Collaboration Seedcorn Fund.Cardiff University, 2017 (International)
- International Invention and Innovative Competition 2017 (SentiCal- Diamond Award)MNNF Network, 2017 (International)
- International Intellectual Exposition IIEX 2017 - SentiCal (Bronze)Adinda Resources, 2017 (International)
- Learning Innovation and Teaching Education Research (Silver)University of Malaya, 2017 (University)
- International Invention, Innovation and Design Competition 2017 - PHyBR (Silver)UiTM, 2017 (International)
- Leaders in Innovation FellowshipRoyal Academy of Engineering, 2017 (International)
- Appreciation for Guest Lecture - Opinion Mining and lnfomation Retieval Research DirectionSoongSil University, Korea, 2016 (International)
- IIDEX 2016 - PHyBR (Gold)UiTM, 2016 (International)
- IIDEX 2015 - HyPeRM: A Hybrid Personalized Recommender for Movie (Bronze)Universiti Teknologi Mara, 2015 (International)
- MyAppstTech 2015- Nextway (Bronze)University of Malaya, 2015 (International)
- MyAppsTech 2015 - IMMAP (Bronze)University of Malaya, 2015 (University)
- MyAppsTech 2015 - Internal Location Finder (Gold)University of Malaya, 2015 (University)
- International Engineering Invention & Innovation Exhibition (i-ENVEX) 2015 - Augmented Product Demonstration (Gold)UniMap, 2015 (National)
- International Engineering Invention & Innovation Exhibition (i-ENVEX) 2015 - Mitigation of Shoulder Surfing Attack on Graphical Password using TCS Method (Silver)UniMap, 2015 (National)
- International Engineering Invention & Innovation Exhibition (i-ENVEX) 2015 - Book Spot! (Gold)UniMap, 2015 (National)
- International Engineering Invention & Innovation Exhibition (i-ENVEX) 2015 - Annyeong: Fun learning with Korean Language (Silver)UniMap, 2015 (National)
- International Engineering Invention & Innovation Exhibition (i-ENVEX) 2015 - IMMAP (Silver)UniMap, 2015 (National)
- I-Envex 2014 (Bronze)UniMap, 2014 (National)
- International Engineering Invention & Innovation Exhibition (i-ENVEX) 2014 (Bronze)UniMap, 2014 (National)
- International Engineering Invetion & Innovation Exhibition (i-ENVEX) 2014 (Silver)UniMap, 2014 (National)
- Best Research Paper Award2nd Annual International Conference on Education & E-Learning (EeL), 2012 (International)
PUBLICATIONS
Article in Journal
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Balakrishnan, Vimala (2024). Socio-demographic Predictors for Misinformation Sharing and Authenticating amidst the COVID-19 Pandemic among Malaysian Young Adults, INFORMATION DEVELOPMENT. . doi:10.1177/02666669221118922
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Balakrishnan, Vimala; Eesan, Meesha Lini (2024). Enablers and disablers for contactless payment acceptance among Malaysian adults, HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS. 11(1). doi:10.1057/s41599-024-03057-7
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Balakrishnan, Vimala; Ramanathan, Ghayathri; Zhou, Siyi; Wong, Chee Kuan (2024). Optimized support vector regression predicting treatment duration among tuberculosis patients in Malaysia, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-023-16028-y
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Govindan, Vithyatheri; Balakrishnan, Vimala (2024). INVESTIGATING THE IMPORTANCE OF HYPERBOLES TO DETECT SARCASM USING MACHINE LEARNING TECHNIQUES, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 37(1), 71-88. doi:10.22452/mjcs.vol37no1.3
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Rajagopal, Saravanan; Balakrishnan, Vimala; Chiam, Yin Kia (2024). The direct effect of institutional factors on healthcare information systems (HIS) organisational interoperability in Malaysian public hospitals, HEALTH INFORMATICS JOURNAL. 30(4). doi:10.1177/14604582241294218
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Shaikh, Farhan Bashir; Ayyasamy, Ramesh Kumar; Balakrishnan, Vimala; Rehman, Mobashar; Kalhoro, Shadab (2024). Cyberbullying attitude, intention and behaviour among Malaysian tertiary students - A two stage SEM- ANN approach, EDUCATION AND INFORMATION TECHNOLOGIES. . doi:10.1007/s10639-023-12064-1
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Balakrishnan, Vimala; Gan, Chin Lay (2023). Going Cashless? Elucidating Predictors for Mobile Payment Users' Readiness and Intention to Adopt, SAGE OPEN. 13(4). doi:10.1177/21582440231215111
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Balakrishnan, Vimala; Govindan, Vithyatheri; Govaichelvan, Kumanan N. (2023). Tamil Offensive Language Detection: Supervised versus Unsupervised Learning Approaches, ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING. 22(4). doi:10.1145/3575860
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Balakrishnan, Vimala; Kehrabi, Yousra; Ramanathan, Ghayathri; Paul, Scott Arjay; Tiong, Chiong Kian (2023). Machine learning approaches in diagnosing tuberculosis through biomarkers-A systematic review, PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY. 179, 16-25. doi:10.1016/j.pbiomolbio.2023.03.001
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Balakrishnan, Vimala; Ng, Kee Seong; Kaur, Wandeep; Lee, Zhen Lek (2023). COVID-19 mental health prevalence and its risk factors in South East Asia, CURRENT PSYCHOLOGY. . doi:10.1007/s12144-021-02556-z
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Balakrishnan, Vimala; Ng, See Kiat (2023). Personality and emotion based cyberbullying detection on YouTube using ensemble classifiers, BEHAVIOUR & INFORMATION TECHNOLOGY. . doi:10.1080/0144929X.2022.2116599
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Balakrishnan, Vimala; Yong, Kok Khuen; Tiong, Chiong Kian; Ng, Nicholas Jian Shen; Ni, Zhao (2023). A Scoping Review of Knowledge, Awareness, Perceptions, Attitudes, and Risky Behaviors of Sexually Transmitted Infections in Southeast Asia, HEALTHCARE. 11(8). doi:10.3390/healthcare11081093
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Balakrishnan, Vimala; Zing, Hii Lee; Laporte, Eric (2023). COVID-19 INFODEMIC - UNDERSTANDING CONTENT FEATURES IN DETECTING FAKE NEWS USING A MACHINE LEARNING APPROACH, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 36(1), 1-13. doi:10.22452/mjcs.vol36no1.1
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Balakrisnan, Vimala; Kaity, Mohammed (2023). Cyberbullying detection and machine learning: a systematic literature review, ARTIFICIAL INTELLIGENCE REVIEW. . doi:10.1007/s10462-023-10553-w
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Kaur, Wandeep; Balakrishnan, Vimala; Wei, Ian Ng Zhi; Chen, Annabel Yeo Yung; Ni, Zhao (2023). Understanding Women's Knowledge, Awareness, and Perceptions of STIs/STDs in Asia: A Scoping Review, HEALTHCARE. 11(19). doi:10.3390/healthcare11192643
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Balakrishnan, Vimala (2022). COVID-19 and fake news dissemination among Malaysians - Motives and its sociodemographic correlates, INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION. 73. doi:10.1016/j.ijdrr.2022.102900
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Balakrishnan, Vimala; Ng, Kee S.; Arabnia, Hamid R. (2022). Unravelling social media racial discriminations through a semi-supervised approach, TELEMATICS AND INFORMATICS. 67. doi:10.1016/j.tele.2021.101752
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Balakrishnan, Vimala; Ng, Kee Seong; Kaur, Wandeep; Govaichelvan, Kumanan; Lee, Zhen Lek (2022). COVID-19 depression and its risk factors in Asia Pacific - A systematic review and meta-analysis, JOURNAL OF AFFECTIVE DISORDERS. 298, 47-56. doi:10.1016/j.jad.2021.11.048
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Balakrishnan, Vimala; Ng, Wei Zhen; Soo, Mun Chong; Han, Gan Joo; Lee, Choon Jiat (2022). Infodemic and fake news-A comprehensive overview of its global magnitude during the COVID-19 pandemic in 2021: A scoping review, INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION. 78. doi:10.1016/j.ijdrr.2022.103144
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Balakrishnan, Vimala; Rahman, Luqman Hakim Abdul; Tan, Jia Kai; Lee, Yee Sin (2022). COVID-19 fake news among the general population: motives, sociodemographic, attitude/behavior and impacts - a systematic review, ONLINE INFORMATION REVIEW. . doi:10.1108/OIR-02-2022-0082
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Balakrishnan, Vimala; Shi, Zhongliang; Law, Chuan Liang; Lim, Regine; Teh, Lee Leng; Fan, Yue (2022). A deep learning approach in predicting products' sentiment ratings: a comparative analysis, JOURNAL OF SUPERCOMPUTING. . doi:10.1007/s11227-021-04169-6
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Balakrishnan, Vimala; Shi, Zhongliang; Law, Chuan Liang; Lim, Regine; Teh, Lee Leng; Fan, Yue; Periasamy, Jeyarani (2022). A Comprehensive Analysis of Transformer-Deep Neural Network Models in Twitter Disaster Detection, MATHEMATICS. 10(24). doi:10.3390/math10244664
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Govindan, Vithyatheri; Balakrishnan, Vimala (2022). A machine learning approach in analysing the effect of hyperboles using negative sentiment tweets for sarcasm detection, JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES. 34(8), 5110-5120. doi:10.1016/j.jksuci.2022.01.008
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Kaur, Wandeep; Balakrishnan, Vimala; Chen, Yoke Yong; Periasamy, Jeyarani (2022). Mental Health Risk Factors and Coping Strategies among Students in Asia Pacific during COVID-19 Pandemic-A Scoping Review, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 19(15). doi:10.3390/ijerph19158894
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Kaur, Wandeep; Balakrishnan, Vimala; Wong, Kok-Seng (2022). IMPROVING MULTI-LABEL TEXT CLASSIFICATION USING WEIGHTED INFORMATION GAIN AND CO-TRAINED MULTINOMIAL NAIVE BAYES CLASSIFIER, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 35(1), 21-36. doi:10.22452/mjcs.vol35no1.2
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Abd Rauf, A. A., Ismail, M. A., Balakrishnan, V., Cheong, L. S., Admodisastro, N. I., & Haruna, K. (2021). Analysis of Support for Parents in Raising Children with Dyslexia. Journal of Family Issues, 42(2), 276-292. doi: 10.1177/0192513x20948925
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Balakrishnan, V., & Shuib, N. L. M. (2021). Drivers and inhibitors for digital payment adoption using the Cashless Society Readiness-Adoption model in Malaysia. Technology in Society, 65, 9. doi: 10.1016/j.techsoc.2021.101554
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Balakrishnan, V., Kaity, M., Rahim, H. A., & Ismail, N. (2021). SOCIAL MEDIA ANALYTICS USING SENTIMENT AND CONTENT ANALYSES ON THE 2018 MALAYSIA'S GENERAL ELECTION. Malaysian Journal of Computer Science, 34(2), 171-183. doi: 10.22452/mjcs.vol34no2.3
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Balakrishnan, V., Lok, P. Y., & Rahim, H. A. (2021). A semi-supervised approach in detecting sentiment and emotion based on digital payment reviews. Journal of Supercomputing, 77(4), 3795-3810. doi: 10.1007/s11227-020-03412-w
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Balakrishnan, V., Ng, K. S., & Rahim, H. A. (2021). To share or not to share - The underlying motives of sharing fake news amidst the COVID-19 pandemic in Malaysia. Technology in Society, 66, 11. doi: 10.1016/j.techsoc.2021.101676
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Balakrishnan, V., Nor, A. M., & Zainal, N. Z. (2021). COVID-19 nationwide lockdown and it's emotional stressors among Malaysian women. Asia Pacific Journal of Social Work and Development, 31(3), 236-250. doi: 10.1080/02185385.2021.1886976
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Morelli, M., Urbini, F., Bianchi, D., Baiocco, R., Cattelino, E., Laghi, F., . . . Chirumbolo, A. (2021). The Relationship between Dark Triad Personality Traits and Sexting Behaviors among Adolescents and Young Adults across 11 Countries. International journal of environmental research and public health, 18(5), 25. doi: 10.3390/ijerph18052526
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Arabi, H., Balakrishnan, V., & Shuib, N. L. M. (2020). A Context-Aware Personalized Hybrid Book Recommender System. Journal of Web Engineering, 19(3-4), 405-427. doi: 10.13052/jwe1540-9589.19343
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Balakrishnan, V., & Norman, A. A. (2020). Psychological motives of cyberbullying among Malaysian young adults. Asia Pacific Journal of Social Work and Development, 30(3), 181-194. doi: 10.1080/02185385.2020.1772101
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Balakrishnan, V., Khan, S., Arabnia, H. R. (2020). Improving cyberbullying detection using Twitter users psychological features and machine learning. Computers Security, 90, 11. doi: 10.1016/j.cose.2019.101710
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Kaity, M., & Balakrishnan, V. (2020). An integrated semi-automated framework for domain-based polarity words extraction from an unannotated non-English corpus. Journal of Supercomputing, 76(12), 9772-9799. doi: 10.1007/s11227-020-03222-0
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Kaity, M., & Balakrishnan, V. (2020). Sentiment lexicons and non-English languages: a survey. Knowledge and Information Systems, 62(12), 4445-4480. doi: 10.1007/s10115-020-01497-6
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Maw, M., Balakrishnan, V., Rana, O., Ravana, S. D. (2020). TRENDS AND PATTERNS OF TEXT CLASSIFICATION TECHNIQUES: A SYSTEMATIC MAPPING STUDY. Malaysian Journal of Computer Science, 33(2), 102-117. doi: 10.22452/mjcs.vol33no2.2
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Mehmood, Y., & Balakrishnan, V. (2020). An enhanced lexicon-based approach for sentiment analysis: a case study on illegal immigration. Online Information Review, 44(5), 1097-1117. doi: 10.1108/oir-10-2018-0295
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Morelli, M., Chirumbolo, A., Bianchi, D., Baiocco, R., Cattelino, E., Laghi, F., . . . Drouin, M. (2020). The role of HEXACO personality traits in different kinds of sexting:A cross-cultural study in 10 countries. Computers in Human Behavior, 113, 11. doi: 10.1016/j.chb.2020.106502
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Cheah, Min Hui; Gan, Yan Nee; Altice, Frederick L.; Wickersham, Jeffrey A.; Shrestha, Roman; Salleh, Nur Afiqah Mohd; Ng, Kee Seong; Azwa, Iskandar; Balakrishnan, Vimala; Kamarulzaman, Adeeba; Ni, Zhao (2024). Testing the Feasibility and Acceptability of Using an Artificial Intelligence Chatbot to Promote HIV Testing and Pre-Exposure Prophylaxis in Malaysia: Mixed Methods Study, JMIR HUMAN FACTORS. 11. doi:10.2196/52055
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Ni, Zhao; Peng, Mary L.; Balakrishnan, Vimala; Tee, Vincent; Azwa, Iskandar; Saifi, Rumana; Nelson, LaRon E.; Vlahov, David; Altice, Frederick L. (2024). Implementation of Chatbot Technology in Health Care: Protocol for a Bibliometric Analysis, JMIR RESEARCH PROTOCOLS. 13. doi:10.2196/54349
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Balakrishnan, Vimala; Hashim, Aainaa Nadia Mohammed; Lee, Voon Chung; Lee, Voon Hee; Lee, Ying Qiu (2023). Fatal structure fire classification from building fire data using machine learning, INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS. . doi:10.1108/IJICC-07-2023-0167
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Balakrishnan V., Mohammed Hashim A.N., Lee V.C., Lee V.H., Lee Y.Q. (2023). Fatal structure fire classification from building fire data using machine learning, International Journal of Intelligent Computing and Cybernetics. . doi:10.1108/IJICC-07-2023-0167
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Ramakrishnan K., Balakrishnan V., Wong H.Y., Tay S.H., Soo K.L., Kiew W.K. (2023). Face Mask Wearing Classification Using Machine Learning , Engineering Proceedings. 41(1). doi:10.3390/engproc2023041013
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Balakrishnan V, Nor AM, Zainal NZ & Shuib NLM. (2021) The Pandemic and Its Effect on Malaysian Women Emotional Distress, Stressors and Socio-Demographic. J Infect Dis Res, 4(S1): 16.
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Afini Normadhi, N. B., Shuib, L., Md Nasir, H. N., Bimba, A., Idris, N., & Balakrishnan, V. (2019). Identification of personal traits in adaptive learning environment: Systematic literature review. Computers and Education, 130, 168-190.
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Hossein Arabi & Vimala Balakrishnan (2019) Personalized Hybrid Book Recommender, International Journal of Information Systems in the Service Sector, 11 (3), 70 - 97
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Mohammed Kaity and Vimala Balakrishnan (2019) An automatic non-English sentiment lexicon builder using unannotated corpus, Journal of Supercomputing, 75, 4, pp 2243 2268
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Prabha Rajagopal, Sri Devi Ravana, Yun Sing Koh, Vimala Balakrishnan (2019) Evaluating the effectiveness of information retrieval systems using effort-based relevance judgment, Aslib Journal of Information Management, 71 (1) 2-17
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Vimala Balakrishnan, Marian Cynthia Martin, Wandeep Kaur and Amir Javed (2019) A comparative analysis of detection mechanisms for emotion detection, Journal of Physics: Conference Series (International Conference Computer Science and Engineering), 1339 012016, 1 - 8
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Vimala Balakrishnan, Shahzaib Khan, Terence Fernandez & Hamid Arabnia (2019) Cyberbullying detection on twitter using Big Five and Dark Triad features, Personality and Individuals Differences, 141, 252-257
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Vimala Balakrishnan, Vithyatheri Govindan, Noreen Izza Arshad, Liyana Shuib and Ernest Cachia (2019), Facebook User Reactions and Emotion: An Analysis of Their Relationships among the Online Diabetes Community, Malaysian Journal of Computer Science. Industrial Revolution: Impact and Readiness, pp. 92-102
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Wandeep Kaur, Vimala Balakrishnan, Omer Rana, & Ajantha Sinniah (2019) Liking, sharing, commenting and reacting on Facebook: User behaviors impact on sentiment intensity, Telematics and Informatics, 39, 25 - 36,
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Wong, V.K., Bong, S.T., Lee, C.M, Vimala Balakrishnan, Lok, P.Y. & Ng, J. J. (2019) Entity Clustering of User Reviews Using Topic Modelling and Similarity Scores, Malaysian Journal of Information and Communication Technology, 4, 137 - 147
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Balakrishnan, V., & Fernandez, T. (2018) Self-esteem, empathy and their impacts on cyberbullying among young adults, Telematics and Informatics 35, 2028 2037
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Gan, C. L. & Vimala Balakrishnan (2018) Mobile Technology in the Classroom: What Drives Student-Lecturer Interactions?, International Journal of Human Computer Interaction, 34:7, 666-679
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Humaidi, N. & Balakrishnan, V. (2018) Indirect effect of management support on users' compliance behaviour towards information security policies, Health Information Management Journal, 47(1) 17 - 27
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Norshima Humaidi, Vimala Balakrishnan, Melissa Shahrom (2018) Exploring User s Experience using E-Notification Management System, International Journal of Academic Research in Business and Social Sciences, 8(11), 1589 1602.
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Vimala Balakrishnan & Hossein Arabi (2018) HyPERM: A Hybrid Personality-Aware Recommender for Movie, Malaysian Journal of Computer Science, 31(1) 48 - 62
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Vimala Balakrishnan (2018) Actions, emotional reactions and cyberbullying From the lens of bullies, victims, bully-victims and bystanders among Malaysian young adults, Telematics and Informatics 35, 1190 1200
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Wandeep Kaur and Vimala Balakrishnan, (2018) Improving sentiment scoring mechanism: a case study on airline services, Industrial Management & Data Systems, 118,8, 1578-1596
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Elham Majd and Vimala Balakrishnan (2017) A trust model for recommender agent, Soft Computing, 21 (2), pp 417 433
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Elham Majd, Vimala Balakrishnan, and Vahid Godazgar, (2017) Selecting the reliable supplier by using the advisor agents, Journal of Business & Industrial Marketing, 32(2): 238 - 250
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Gan Chin Lay and Vimala Balakrishnan (2017) Enhancing classroom interaction via IMMAP An Interactive Mobile Messaging App, Telematics and Informatics 34, pp. 230 243
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Gan Chin Lay and Vimala Balakrishnan (2017) Predicting acceptance of mobile technology for aiding student lecturer interactions: An empirical study, Australasian Journal of Educational Technology, 33(2), pp.143-158
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Vimala Balakrishnan (2017) Book2U and students learning styles: the effect of learning styles on intention to use a social media-enabled tool, Universal Access in the Information Society, 16(2), pp. 325-335
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Vimala Balakrishnan (2017) Key determinants for intention to use social media for learning in higher education institutions, Universal Access in the Information Society, 16(2), pp. 289-301
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Vimala Balakrishnan (2017) Unraveling the underlying factors SCulPT-ing cyberbullying behaviours among Malaysian young adults, Computers in Human Behavior, 75, 194-205
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Vimala Balakrishnan, Kung Keat Teoh, Tahereh Pourshafie and Teik Kooi Liew (2017) Social media and their use in learning: A comparative analysis between Australia and Malaysia from the learners perspectives, Australasian Journal of Educational Technology, 33(1), pp. 81-97
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Wandeep Kaur, Vimala Balakrishnan & Baljit Singh (2017) Social Media Sentiment Analysis of Thermal Engineering Students for Continuous Quality Improvement in Engineering Education, Journal of Mechanical Engineering, Vol SI 4 (1), 263-272,
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Azra Shamim, Vimala Balakrishnan, Muhammad Tahir & Muhammad Ahsan Qureshi (2016) Age and domain specific usability analysis of opinion visualisation techniques, Behaviour & Information Technology, 35(8):680-689
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Balakrishnan, Vimala., Mehmood, Y. & Nagappan, Y. (2016). Moving beyond text highlights: Inferring users' interests to improve the relevance of retrieval. Information Research, 21(4), paper 724. Retrieved from http://InformationR.net/ir/21-4/paper724.html
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Elham Majd & Vimala Balakrishnan (2016) A reputation-oriented trust model for multi-agent environments, Industrial Management & Data Systems, 116(7), pp. 1380 - 1396
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Elham Majd & Vimala Balakrishnan (2016) Improving Trusts in Multi-Agent Environments Via The Triple-R Model, Academic Journal of Science,04(03):135 147
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Gan Chin Lay & Vimala Balakrishnan (2016) An Empirical Study of Factors Affecting Mobile Wireless Technology Adoption for Promoting Interactive Lectures in Higher Education, International Review of Research in Open and Distributed Learning, Special Issue: Research Papers in Online Learning Performance and Behaviour, 17(1): 214-239
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Maw Maw & Vimala Balakrishnan (2016) An Analysis on the Hateful Contents Detection Techniques on Social Media, Australian Journal of Basic and Applied Sciences, 10(3): 25-31
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Saadi, Y., Yanto, ITR., Herawan, T., Balakrishnan, V., Chiroma, H., Risnumawan, A. (2016), Ringed Seal Search for Global Optimization via a Sensitive Search Model, PLoS One, 11(1), Article ID: e0144371
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Vimala Balakrishnan & Gan Chin Lay (2016) Students learning styles and their effects on the use of social media technology for learning, Telematics and Informatics 33, pp. 808-821
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Vimala Balakrishnan , Kian Ahmadi , Sri Devi Ravana , (2016) Improving retrieval relevance using users explicit feedback, Aslib Journal of Information Management, Vol. 68 (1), pp.76 - 98
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Vimala Balakrishnan, Norshima Humaidi and Ethel Lloyd- Yemoh (2016) Improving Document Relevancy Using Integrated Language Modeling Techniques, Malaysian Journal of Computer Science, 29(1), 45-55
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Azra Shamim, Vimala Balakrishnan and Muhammad Tahir (2015) Evaluation of opinion visualization Techniques, Information Visualization, 14(4): 339-358, DOI: 10.1177/1473871614550537
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Elham Majd & Vimala Balakrishnan (2015) Selecting advisor agents using reliability, reputation and risks, Journal of Intelligent & Fuzzy Systems 29, pp. 1835-1846
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Norshima Humaidi & Vimala Balakrishnan (2015)The Moderating Effect of Working Experience on Health Information System Security Policies Compliance Behaviour, Malaysian Journal of Computer Science, 28 (2), 70 - 92
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Ravana, S.D, Rajagopal, P. and Balakrishnan, V. (2015). Ranking Retrieval Systems Using Pseudo Relevance Judgments. ASLIB Journal of Information Management, 67(6), pp. 700 - 714
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Vimala Balakrishnan (2015)Cyberbullying among young adults in Malaysia: The roles of gender, age and Internet frequency, Computers in Human Behavior, 46, 149 - 157
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Vimala Balakrishnan,Liew, T. K. and Pourgholaminejad, S. (2015) Fun learning with Edooware A social media enabled tool, Computers and Education, 80, pp. 39 - 47
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Azra Shamim,Vimala Balakrishnan,Muhammad Tahir,and Muhammad Shiraz (2014) Critical Product Features Identification Using an Opinion Analyzer, The Scientific World Journal, Volume 2014, pp. 1-9, doi:10.1155/2014/340583
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Gan Chin Lay & Vimala Balakrishnan (2014) Determinants of mobile wireless technology for promoting interactivity in lecture sessions:An empirical analysis, Journal of Computing in Higher Education, 26, pp. 159 - 181
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Norshima Humaidi & Vimala Balakrishnan (2014) Leadership Styles and Information Security Compliance Behavior: The Mediator Effect of Information Security Awareness, International Journal of Information and Education Technology, 5, 4, 311 - 318
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Vimala Balakrishnan & Ethel Llyod-Yemoh (2014)Stemming and lemmatization: A comparison of retrieval performances, Lecture Notes on Software Engineering, 2(3), 262 - 266
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Vimala Balakrishnan & Gan Chin Lay (2014) A FRAMEWORK TO PROMOTE INTERACTIVITY USING MOBILE WIRELESS TECHNOLOGY IN UNIVERSITIES LECTURE ENVIRONMENT, Journal of Teaching and Education, 2(3):193 198
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Vimala Balakrishnan & Xinyue Zhang (2014) Implicit user behaviours to improve post-retrieval document relevancy, Computers in Human Behavior 33, 104 112
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Vimala Balakrishnan (2014) Using social networks to enhance teaching and learning experiences in higher learning institutions, Innovations in Education and Teaching International, 51(6), pp. 595 - 606
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Norshima Humaidi & Vimala Balakrishnan (2013) Management Support as a Predictor to Promote Information Security Behavior among Employees, International Journal of Information Technology & Computer Science ( IJITCS ) (ISSN No : 2091-1610 )Volume 7 : No : 2 : Issue on January / February, 2013
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Vimala Balakrishnan & Azra Shamim (2013)Malaysian Facebookers: Motives and Addictive Behaviours Unraveled, Computers in Human Behaviour, 29:1342 1349
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Vimala Balakrishnan & Gan Chin Lay (2013) Mobile Wireless Technology and Its Use in Lecture Room Environment: An Observation in Malaysian Institutes of Higher Learning, International Journal of Information and Education Technology, 3 (6), 634- 637
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Vimala Balakrishnan & Kian Ahmadi (2013) An Architecture to Enhance Post Retrieval Document Relevancy using Integrated Techniques, International Journal of Machine Learning and Computing, 3:2, pp. 233 - 236
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Vimala Balakrishnan & Loo Huck Soo (2013)Social Media in e-learning: An empirical analysis among students and academicians, GSTF Journal on Computing,2(4):145- 149
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Vimala Balakrishnan and Elham Majd (2013) A comparative analysis of trust models for multi-agent systems, Lecture Notes on Software Engineering, 1(2), 183 - 185
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Vimala Balakrishnan, Muhammad Reza Shakouri and Hooman Hoodeh, (2013) Developing a hybrid predictive system for retinopathy, Journal of Intelligent & Fuzzy Systems, 25(1): 191-199
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B.H. Lim, V. Balakrishnan and R.G. Raj, Improving the Relevancy of Document Search Using the Multi-Term Adjacency Keyword-Order Model . Malaysian Journal of Computer Science, Vol. 25(1): pp. 1-10.
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Balakrishnan, V & Loo, H.S. (2012) Mobile Phone and Short Message Service Appropriation, Usage and Behavioral Issues among University Students, Journal of Social Sciences, 8 (3): 364-371
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Balakrishnan, V., Shakouri, MR.and Hoodeh, H (2012) Integrating association rules and case-based reasoning to predict retinopathy, Maejo Int. J. Sci. Technol. 2012, 6(03), 334-343
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Govindan, V., V. Balakrishnan and H.S. Loo, 2012. Using rule-based reasoning and object-oriented methodologies to diagnose diabetes. J. Soc. Sci., 8: 66-73.
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Vimala Balakrishnan, Mohammad R. Shakouri, Hooman Hoodeh and Loo, Huck-Soo, 2012, Predictions Using Data Mining and Case-based Reasoning: A Case Study for Retinopathy, International Journal of Computer and Information Engineering 6 73-77
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Vimala,Balakrishnan & Ram Gopal Raj (2012) Exploring the relationship between urbanized Malaysian youth and their mobile phones: A quantitative approach, Telematics & Informatics, Volume 29, Issue 3,Pages 263 272
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Balakrishnan, V, Sim Foo Guan & Ram Gopal Raj (2011). A one-mode-for-all predictor for text messaging, Maejo Int. J. Sci. Technol. 2011, 5(02), 266-278
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Balakrishnan, V., Paul, H.P. Yeow & H.S. Loo, (2011). An Empirical Analysis on Mobile Phone Messaging Satisfaction among Malaysian Youths Journal of Social Sciences, 7 (2): 241-250
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Raj, R.G. and Balakrishnan, V. (2011). A MODEL FOR DETERMINING THE DEGREE OF CONTRADICTIONS IN INFORMATION. Malaysian Journal of Computer Science, Vol. 24(3): September 2011. pp 160-167.
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Balakrishnan, Vimala & Paul H.P. Yeow. Determining the predictors and a cross-gender analysis for messaging satisfaction. HUMAN IT 11.1 (2010): 29 54.
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Balakrishnan, Vimala. 2009. A look into SMS Usage Patterns among Malaysian Youths, Human IT, 10(2),55-80.
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Vimala Balakrishnan, Hossein Arabi, Lau Siong Hoe & Teoh Kung Keat (2009). A Secure Remote User Authentication System Digital Certificates. Journal of Mobile Technology, Knowledge and Society, 1(1),
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Vimala Balakrishnan & Paul, H.P. Yeow. 2008. A Study of the Effect of Thumb Sizes on Mobile Phone Texting Satisfaction, Journal of Usability Studies, 3(3):118- 128
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Vimala Balakrishnan & Paul, H.P.Yeow. 2008. Hand Measurements and Gender Effect on Mobile Phone Messaging Satisfaction: A Study Based on Keypad Design Factors, International Journal of Technology and Human Interaction , 4(4):54-67
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Vimala Balakrishnan & Paul,H.P. Yeow. 2008. Hand anthropometry and SMS Satisfaction. Journal of Applied Sciences. 8(5):816 - 822
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Balakrishnan, V., & Paul, H.P.Yeow. (2007). Hand-size Variations and the Effect on Mobile Phone Texting Satisfaction, Ubiquitous Computing and Communication Journal, 2(5), 1 8
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Balakrishnan, V., & Paul, H.P.Yeow. (2007). Texting Satisfaction: Does age and gender make a difference? International Journal of Computer Science and Security, 1(1), 85 96.
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Balakrishnan, Vimala & Paul, H.P.Yeow. (2007). SMS Usage Satisfaction: Influences of Hand Anthropometry and Gender. Human IT, 9(2), 52 75
Chapter in Books
- Vimala Balakrishnan, Kee S. Ng, & Azmawaty Mohamad Nor (2021) Women s emotional health and support in a time of crisis, In D. G.J. Louis, Surinderpal Kaur, Cheong H. F., (Eds.), COVID-19 and Psychology in Malaysia Psychosocial Effects, Coping, and Resilience, pp. 54 - 70, Routledge, DOI: 10.4324/9781003178576-4
- Vimala Balakrishnan, Salimah Mokhtar & Gan Chin Lay (2019) Collaboration Made Easy with the Collaborators in Action Tool: A Case Study on the Probability and Statistics Course, In N.A. Hamzaid & F.A. Ghaffar (Ed.), Eyes on Learning, Hearts on Teaching (pp.8-13). Kuala Lumpur: Academic Enhancement and Leadership Centre (ADeC).
- Wandeep Kaur, Rayvendran Visvalingam, Vimala Balakrishnan (2017) SentI-Cal: Sentiment Intensity Calculator. In Tengku Adil Tengku Izhar & Muhammad Fazli Baharduin (Eds.) International Intellectual Exposition IIEX 2017 INVENTION, INNOVATION, DESIGN & RESEARCH (pp.62 - 68) Kuala Lumpur: Adinda Resources
- Vimala Balakrishnan & Gan Chin Lay (2016) Mobile Technology and Interactive Lectures: The Key Adoption Factors, Lecture Notes Educational Technology, In Churchill, D. et al. (Eds.) Mobile Learning Design: Theories and Application, Chapter 7, pp. 111-126
- Wandeep Kaur & Vimala Balakrishnan (2016) Bilingual Sentiment Detection Investigating Impact of Tweet Translation, In , Jolanta Mizera-Pietraszko, Yao-Liang Chung, Pit Pichappan (Eds.), Frontiers in Artificial Intelligence and Applications, pp. 105 - 111
- Vimala Balakrishnan & Huck Soo-Loo (2015) Social Networks and E-learning: Identifying Key Factors, in Ravindran, A, & Bacon , L (Eds.)Innovations in Technology Enhanced Learning, pp.85 - 89
- Vimala Balakrishnan & Hamza Adamu Fanda (2013) Social Networks and E-learning: Perceptions of Students and Academicians in Tertiary Institutions in Malaysia, In. Hamada, M (Ed.), E-learning:New Technology, Applications and Future Trends, Chapter 10, pp. 195 - 207, Nova Publishers
- Vimala Balakrishnan & Wided Batat (2010). Text Messaging Culture Among Youths: Comparing Malaysian and French Youths. E-Book: Global Sustainable Development: A Challenge for Consumer Citizens. Available: http://www.educationforsustainabledevelopment.org/map.h tm.
Article in Proceeding
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Rarnakrishnan, Kalaimagal; Balakrishnan, Vimala; Govaichelvan, Kumanan (2022). Linguistic Feature-based Classification for Anger and Anticipation using Machine Learning, DELTA: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON DEEP LEARNING THEORY AND APPLICATIONS. , 140-147. doi:10.5220/0011289300003277
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Kaur W., Balakrishnan V., Singh B., Remeli M.F. (2023). Student perception on online learning in engineering education during covid 19 for UiTM Shah Alam FKM students, AIP Conference Proceedings. 2571. doi:10.1063/5.0142266
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Ramakrishnan K., Balakrishnan V., Chong S.M. (2023). COVID-19 Fake News Detection in Malaysia A Supervised Approach, ACM International Conference Proceeding Series. , 165-170. doi:10.1145/3587828.3587853
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Ramakrishnan K., Balakrishnan V., Han G.J., Seong N.K. (2023). Long COVID Emotion Analyzer: Using Machine Learning Approach, Lecture Notes in Electrical Engineering. 983 LNEE, 529-541. doi:10.1007/978-981-19-8406-8_42
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Rustamov Z., Rustamov J., Sultana M.S., Ywei J., Balakrishnan V., Zaki N. (2023). Cardiovascular Disease Prediction using Ensemble Learning Techniques: A Stacking Approach, 2023 19th IEEE International Colloquium on Signal Processing and Its Applications, CSPA 2023 - Conference Proceedings. , 93-98. doi:10.1109/CSPA57446.2023.10087730
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Ramakrishnan K., Balakrishnan V. (2022). Health Misinformation in the Covid-19 Era - Detecting Misinformation on Bi-lingual Corpora using Lexical Features, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022. . doi:10.1109/ICECCME55909.2022.9988481
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Ramakrishnan K., Balakrishnan V. (2022). SentiMage: A Sentiment-Image-based COVID-19 Health Misinformation Detection using Machine Learning, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022. . doi:10.1109/ICECCME55909.2022.9987818
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Ramakrishnan K., Balakrishnan V., Kee Seong N., Mohd Shuib N. (2021). Coronavirus Stress: Stressors and Socio-demographic Correlates among Malaysian Women in the Midst of Lockdown, Proceedings - 2nd International Conference on Computer Science and Engineering: The Effects of the Digital World After Pandemic (EDWAP), IC2SE 2021. . doi:10.1109/IC2SE52832.2021.9792049
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Ramakrishnan K., Balakrishnan V., Ng K.S. (2021). Using Artificial Intelligence for Diabetes Distress Detection among the Facebook Community, Proceedings - 2nd International Conference on Computer Science and Engineering: The Effects of the Digital World After Pandemic (EDWAP), IC2SE 2021. . doi:10.1109/IC2SE52832.2021.9791927
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Vimala Balakrishnan and Meeshalini Jegathesan (2020) Socio-demographic Impact on Digital Payment Adoption among Malaysian Users, Proceeding of ICITS 2020 6th International Conference on Information Technology & Society, Selangor, MALAYSIA (pp. 1 - 6)
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Vimala Balakrishnan& Meeshalini Jeganathan (2020) : Socio-demographic Impact on Digital Payment Adoption among Malaysian Users, 6th INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY & SOCIETY 2020 (ICITS 2020).
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Vimala Balakrishnan, Pravin Kumar Selvanayagam & Lok Pik Yin (2020) Sentiment and Emotion Analyses for Malaysian Mobile Digital Payment Applications, In Proceedings of the 2020 the 4th International Conference on Compute and Data Analysis 2020 (ICCDA 2020), Silicon Valley, USA (March),
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Mohamed Elhag M. Abo , Nordiana Ahmad Kharman Shah, Vimala Balakrishnan, Mohamed Kamal, Ahmed Abdelaziz, and Khalid Haruna (2019) SSA-SDA: Subjectivity and Sentiment Analysis of Sudanese Dialect Arabic, 2019 International Conference on Computer and Information Sciences (2019 ICCIS), pp. 1 - 5
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Vimala Balakrishnan & Wandeep Kaur (2019) String-based Multinomial Naive Bayes for Emotion Detection among Facebook Diabetes Community, Procedia Computer Science 15, 30 37
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Vimala Balakrishnan, Marian Cynthia Martin, Wandeep Kaur and Amir Javed (2019) A comparative analysis of detection mechanisms for emotion detection, Proceedings of International Conference on Computer Science and Engineering: Industrial Revolution 4.0 Opportunities and Challenges, pp. 23, April 26 - 27, Padang, Indonesia
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Khan, S., Balakrishnan, V. & Ng, K. Y. (2018) Multiple feature enhanced cyberbullying detection model, In Balakrishnan et al. (Eds) Proceedings of the Data Science Research Symposium: Data Analytics and its Applications, pp. 17 - 18, Malaysia
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Mohamed Elhag M. Abo, Nordiana Ahmed and Vimala Balakrishnan (2018), Arabic Sentiment Analysis: An Overview of the ML Algorithms, In Balakrishnan et al. (Eds) Proceedings of the Data Science Research Symposium: Data Analytics and its Applications, pp. 63-64, Malaysia
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Mohammed Kaity and Vimala Balakrishnan (2018) Building Multilingual Sentiment Lexicons Based on Unlabelled Corpus, In Balakrishnan et al. (Eds) Proceedings of Data Science Research Symposium 2018: Data Science and its Applications, pp. 10 - 12
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Wandeep Kaur & Vimala Balakrishnan (2018) Mapping Sentiment Analysis Research Evolution, Proceedings of Researchfora 18th International Conference on Science, Engineering and Technology, pp. 48 - 53
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Wandeep Kaur, Amer Javed, Vimala Balakrishnan, Pete Burnap, Hajar Abdul Rahim (2018) Mapping Human Emotions using Keyword Based Emotion Filter and String Vectors, In Balakrishnan et al. (Eds) Proceedings of the Data Science Research Symposium: Data Analytics and its Applications, pp. 22-23, Malaysia
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Mohammed Kaity and Vimala Balakrishnan (2017) A Multi-Layered Framework for Building Multilingual Sentiment Lexicons, In Chiew et al. (Eds) PGRES 2017, FCSIT, pp 29-34
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Vimala Balakrishnan & Elham Majd (2016) Managing Communication Risks in A Multi-agent Environment, 6th International Conference on Innovative Computing Technology (INTECH 2016), pp. 219-224
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Wandeep Kaur & Vimala Balakrishnan (2016) Bilingual Sentiment Detection Investigating Impact of Tweet Translation, Advances in Digital Technologies J. Mizera-Pietraszko et al. (Eds.), pp. 105 - 111
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Wandeep Kaur & Vimala Balakrishnan (2016) Sentiment Analysis Technique: A Look into Support Vector Machine and Na ve Bayes, In Proceedings of 2016 International Conference on IT, Mechanical & Communication Engineering (ICIMCE 2016), pp. 82 - 87
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Elham Majd & Vimala Balakrishnan (2015) Evaluating Reputation of Agents in E-commerce Multi-Agent Environments, Proceedings of the 4th International Conference on Computer Science & Computational Mathematics (ICCSCM 2015), pp. 16 - 22
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Vimala Balakrishnan & Gan Chin Lay (2015) Mobile Technology and Interactive Lectures: The Key Adoption Factors, In Churchill, D., Chiu, T.K.F. & Gu, N. (Eds.) Proceedings of the International Mobile Learning Festival 2015: Mobile Learning , MOOCs and 21st Century Learning, pp. 94 - 114
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Azra Shamim, Bushra Fayyaz, and Vimala Balakrishnan (2014), Layered Defense in Depth Model for IT Organizations, 2nd International Conference on Innovations in Engineering and Technology, pp. 25 - 28
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Azra Shamim, Vimala Balakrishnan, Madiha Kazmi, and Zunaira Sattar (2014), Intelligent Data Mining in Autonomous Heterogeneous Distributed and Dynamic Data Sources, 2nd International Conference on Innovations in Engineering and Technology, pp. 29 - 32
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Azra Shamim, Vimala Balakrishnan, and Muhammad Tahir (2014) Evaluation of Radial and Hierarchical Opinion Visualization Techniques, in Baby, S. & Sandhu, P. S. (Eds.)IIE International Conference Proceedings of International Conference on Advances in Engineering and Technology (ICAET'2014),pp. 442 - 446
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Elham Majd, Vimala Balakrishnan, Sousan Gharib, Katayoon Pourmahdi, Leili Shakeri, Masoumeh Feyz Abadi, (2014) Calculating the Reliability and Reputation of Agents in E-Commerce Multi-Agent Environments, Applied Mechanics and Materials,(3rd International Conference on Manufacturing Engineering and Process, ICMEP 2014)
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Hossein Arabi & Vimala Balakrishan (2014) Social tagging in Recommender Systems, International Conference on Computational Science and Technology (ICCST),pp (1-5), 10.1109/ICCST.2014.7045009
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Teoh, K. K., Pourshafie, T. & Balakrishnan, V. (2014), A gender lens perspective of the use of social network in higher education in Malaysia and Australia,SocialCom 14, http://dx.doi.org/10/1145/2639968.2640070
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Vimala Balakrishnan & Ethel Llyod-Yemoh (2014)Stemming and lemmatization: A comparison of retrieval performances, Lecture Notes on Software Engineering, 2(3), 262 - 266
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Vimala Balakrishnan & Zhang Xinyue (2014), Using Text Highlight and Page Reviews to Improve Search Engine Result Page, ATINER'S Paper Series, No: COM2014-0939, pp 5 - 12
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Vimala Balakrishnan (2014) Learning Can Be Fun Exploring the Intention to Use Social Media among University Students, Proceedings of INTCESS14- International Conference on Education and Social Sciences, pp. 157 - 164
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Azra Shamim, Vimala Balakrishnan & Muhammad Tahir (2013) The Evaluation of Opinion Mining and Sentiment Analysis Systems using Evaluation Metrics, Entrepreneurship Vision 2020: Innovation, Development Sustainability, and Economic Growth (pp.8- 15), March 22, Malaysia
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Azra Shamim,Vimala Balakrishnan & Muhammad Tahir (2013) Opinion Mining and Sentiment Analysis Systems: A Comparison of Design Considerations, Entrepreneurship Vision 2020: Innovation, Development Sustainability, and Economic Growth, March 22, Malaysia
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Elham Majd & Vimala Balakrishnan (2013) Analysis of Trust Models to Improve e-Commerce Multi-agent Systems, Proceedings of the International Conference on Data Engineering 2013, Lecture Notes in Electrical Engineering 285, pp. 615 - 622
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Norshima Humaidi and Vimala Balakrishnan (2013) Management Support as a Predictor to Support Information Security Behaviour among Employees,International Journal of Information Technology and Computer Science, pp. 45-50
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Vimala Balakrishnan & Gan Chin Lay (2013) An Exploratory Study of Lecturers Perceptions on the Use of Mobile Wireless Technology to Improve Lecture Interactivity, Joint International Conference on Engineering Education and Research and International Conference Information Technology, pp. 415 - 422
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Vimala Balakrishnan & Kian Ahmadi (2013), An Architecture to Enhance Post Retrieval Document Relevancy using Integrated Techniques, International Conference on Knowledge Discovery, pp. 233 - 236
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Vimala Balakrishnan and Elham Majd (2013) A comparative analysis of trust models for multi-agent systems, 2nd International Conference on Software and Information Engineering, pp. 183 - 185
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Anwar,F., Shamim,A.,Sulaiman, S., & Balakrishnan, V. (2012)An Exploratory Study on Technical and Functional Sophistication of Health Information Technology in Twin Cities of Pakistan, International Conference on Computer and Information Science 2012, Kuala lumpur, pp.170-175
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Balakrishnan, V, & Loo, H.S. (2012) Social Networks and E-learning: Key Determinants Identification (Proceeding Paper), 2nd Annual International Conference on Education and E- learning, pp.15 - 19
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Norfadzila, S.W.A., Balakrishnan, V., A. Abrizah (2012), The Conceptualization of Integrated Consumer Health Informatics Utilization Framework, International Conference on Information and Knowledge Technology, vol 23, pp 106 - 110
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Norshima Humaidi & Vimala Balakrishnan (2012). The Influence of Security Awareness and Security Technology on Users Behavior towards the Implementation of Health Information System: A Conceptual Framework, 2nd International Conference on Management and Artificial Intelligence IPEDR Vol.35, pp. 1-6
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Vimala Balakrishnan, Mohammad R. Shakouri, Hooman Hoodeh and Loo, Huck-Soo, Predictions Using Data Mining and Case-based Reasoning: A Case Study for Retinopathy, International Journal of Computer, Information Science and Engineering 63, 573-576
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Vimala Balakrishnan & Vithyatheri Govindan (2011). An intelligent diagnostic system for diabetes using rule based reasoning and object-oriented methodology, Proceedings of the IADIS European Conference Data Mining 2011, pp. 137 141, July 24-26, Rome, Italy
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Lau Siong Hoe, Teoh Kung Keat & Vimala Balakrishnan, (2009). An Empirical Study of Learning Object Users Behavior Changes in Belief and Attitude. In Proceedings of IBIMA 2009: Creating Global Economies through Innovation and Knowledge Management: Theory & Practice (pp. 443 446), Kuala Lumpur, Malaysia
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Teoh Kung Keat, Lau Siong Hoe, Loo Chu Kiong & Vimala Balakrishnan (2009). An Emotion Infused Multi-Modal Approach to Development of Social Agent. In Proceedings of IBIMA 2009: Creating Global Economies through Innovation and Knowledge Management: Theory & Practice (pp. 572 576), Kuala Lumpur, Malaysia
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Vimala Balakrishnan & Paul, H.P. Yeow (2009). Text Entry Factors and Texting Satisfaction: An Analysis among Malaysian Users. In Proceedings of IBIMA 2009: Innovation and knowledge Management in Twin Track Economies: Challenges & Solutions (pp.12 20), Cairo, Egypt
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Vimala Balakrishnan, Sim Foo Guan, Lau Siong Hoe & Teoh Kung Keat (2009). Enhancements to Mobile Messaging: Abbreviator and Auto-Learner. In Proceedings of IBIMA 2009: Creating Global Economies through Innovation and Knowledge Management: Theory & Practice (pp. 821 825), Kuala Lumpur, Malaysia
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Paul, H.P.Yeow & Balakrishnan, V. (2007). Health Effects on Malaysian Youths due to Mobile Messaging. Proceedings of the International Conference on Ergonomics, 28 30, Kuala Lumpur, Malaysia.
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Balakrishnan, V., Yeow, P.H.P. & Ngo, D.C.L. (2005). An Investigation on the Ergonomics Problem of using Mobile Phones to SMS. In: Bust, P.D., & McCabe, P.T. (eds.), Contemporary Ergonomics, UK: Taylor & Francis, 195-199.
Other Publications
- Shijie Zeng, Vimala Balakrishnan, Sharmin Jahan, Yukun Wen & Thayananth Kumaresan (2024), Diagnostic Model Comparison Analysis based on Pyroptosis Related Genes in Breast Cancer, Abstract Book, International Creative Innovation Idea Competition (ICIIC) 2024, MNNF Network, Malaysia, pp. 206 - Extended Abstract
- Vimala Balakrishnan, Tiong Chiong Kian & Thayananth Kumaresan (2024) MyTBCompanion - Tuberculosis Care and Management through a Bi-lingual Asynchronous Video Observed Therapy mHealth, Abstract Book, International Creative Innovation Idea Competition (ICIIC) 2024, pp. 206 - Extended Abstract
- Kumaresan, T., Balakrishnan, V., Tiong, C.K., Ng J.S. & Ng, K.S., (2023) HELLO+@UM - Breaking Down Barriers to Tuberculosis Care in Malaysia through A Video Observed Therapy System, International Invention and and Innovation Competition Series, Empowering Innovation Post-Pandemic, Page 13, MNNF Publisher - Extended Abstract
- Thayananth Kumaresan, Vimala Balakrishnan, Tiong Chiong Kian & Nicholas Ng Jian Shen (2023) Hello+@UM - An Integrated Video Observed Therapy App, International Virtual Competition of Creative & PROGRAMME & ABSTRACT BOOK Innovative Idea (IVCCII), pg. 22 - Extended Abstract
- Kumanan, N. G., Vimala Balakrishnan & Kee. S. Ng (2020) COVID-19 Lockdown and the Sentiment of Malaysians, In Varathan et al. (Eds.), E-Proceedings of Seminar on Information Retrieval and Knowledge Management 2020 (SIRKM 20), (pp. 36 - 38) - Extended Abstract
- Zhen Lek Lee & Vimala BalakrishnanIn (2020 Cyber racism detection model: A case study on Twitter Communication during COVID-19 Pandemic, In Varathan et al. (Eds.), E-Proceedings of Seminar on Information Retrieval and Knowledge Management 2020 (SIRKM 20), (pp. 39 - 40) - Extended Abstract
- Mohammed Kaity & Vimala Balakrishnan (2018) Building Multilingual Sentiment Lexicons on Unlabelled Corpus, in Balakrishnan, V., Kaur, W., Ismail, M.A. & Haruna, K. (Eds) Proceedings of the Data Science Research Symposium: Data Analytics and its Applications, pp. 10 - 11. - Extended Abstract
- Saed Rezayi, Vimala Balakrishnan, Samira Arabnia, Hamid R. Arabnia (2018) Fake News and Cyberbullying in the Modern Era, In H. R. Arabnia, L. Deligiannidis, F. G. Tinetti, & Quoc-Nam Tran (Eds.) Book of Abstracts: 5th International Conference on Computational Science and Computational Intelligence, Pg. 11, American Council on Science & Education: Nevada, US - Extended Abstract
- Vimala Balakrishnan (2018) PHyBR: Personalized Hybrid Book Recommender, In Hashim, R. S. and Muhammad Fauzi (Eds.), Malaysia Research University Network (MRUN) Bulletin, page. 37 - Technical Report
- Vimala Balakrishnan (2017) Collaborative Learning via CiA-Collaborators in Action, Learning Innovation and Teaching Enhancement Research, Book of Abstract, p.42 - Extended Abstract
RESEARCH PROJECT
National
- 2023 - 2026, Fundamental Research Grant Scheme (FRGS)A Holistic Cyber Scam Susceptibility Model Based On Psychological Individual Differences ( Principal Investigator(PI))
- 2023 - 2025, Government AgencyDigital Transformation In Selangor: The Identification And Recommendation Of Digital Skills Of Public Officers In Selangor Government ( Co-Researcher)
- 2023 - 2025, UM International Collaboration GrantDigital Literacy, Misinformation And Scamming: An Asian Perspective ( Principal Investigator(PI))
- 2023 - 2025, UM International Collaboration GrantRecommendation of MOOC based on Meta-Learning ( Co-Researcher)
- 2023 - 2025, Bantuan Khas Penyelidikan (BKP Special)Linkminds: Predicting Links Between Crises And Mental Well-being ( Co-Researcher)
- 2020 - 2023, RU Geran - Fakulti ProgramUsing Predicitive Learning Analytics To Predict Student At Risk Of Dropping Out: The Case Of Undergraduate Computer Science Major ( Co-Researcher)
- 2020 - 2023, RU Geran - Fakulti ProgramCovid-19 Outbreak: An Enhanced Automatic Detection Of Covid-19 (eadcovid-19) Suspects From Lungs Images Using Lightweight Deep Convolution Neural Network ( Co-Researcher)
- 2022 - 2023, UM International Collaboration GrantTele medicine for vulnerable people during Covid-19 pandemic ( Co-Researcher)
- 2021 - 2022, KW PNC(JIM)Hello+@um ? Tuberculosis Treatment Monitoring System Enhanced With Video Monitoring Technology ( Co-Researcher)
- 2018 - 2021, RU Geran - Fakulti ProgramPerception Of Leader Effectiveness: Is Online Presence The Way Forward? ( Co-Researcher)
- 2019 - 2021, Fundamental Research Grant Scheme (FRGS)Formulation Of A Cashless Society Readiness Index Model ( Principal Investigator(PI))
- 2020 - 2021, Covid-19 Special Research GrantCovid?19 Pandemic: The Impact Of Movement Control Order (mco) On Women?s Emotional Wellbeing ( Principal Investigator(PI))
- 2017 - 2020, Geran Penyelidikan Universiti Malaya (UMRG Programme) - SBS (Equitable Society)Educating The Diabetes Community Through A Digital Knowledge Hub ( Principal Investigator(PI))
- 2018 - 2019, RU Geran - UMCICPhybr : Personalize Hybrid Book Recommender ( Principal Investigator(PI))
- 2018 - 2019, RU Geran - Fakulti ProgramPersonalized Predictive Technology for Diabetes Retinopathy ( Principal Investigator(PI))
- 2014 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))Integrating Adaptive Mechanisms To Improve User Recommendations ( Principal Investigator(PI))
- 2015 - 2017, MOSTI-Science FundEnhancing Recommendations In A Multi-agent Environment Using Key Trust Components ( Principal Investigator(PI))
- 2016 - 2017, RU Geran - ADECUm-liter : Promoting Collaborative Learning Via The Collaborators In Action (cia) Tool ( Principal Investigator(PI))
- 2013 - 2016, High Impact Research - Ministry of Education (HIR-MOE) Cycle 3Effective And Reliable Evaluation Methodologies For Information Retrieval Systems. ( Co-Researcher)
- 2012 - 2014, Geran Penyelidikan Universiti Malaya (UMRG) - AET (Innovative Technology (ITRC))A Detection Approach for Tsunami Warning System Using Mining Data Streams ( Co-Researcher)
- 2013 - 2014, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)An Enhanced Trust Model for Recommender Systems in a Multi-Agent Environment ( Principal Investigator(PI))
- 2012 - 2014, Flagship - HNE (Humanities & Ethics)A FRAMEWORK FOR IMPLEMENTING MOBILE INTERACTIVE LECTURE INFORMATION SYSTEM (MILIS) IN HIGHER LEARNING INSTITUTIONS ( Principal Investigator(PI))
- 2012 - 2013, Geran Penyelidikan Universiti Malaya (UMRG) - AET (Innovative Technology (ITRC))Improving document relevancy in information retrieval using enhanced case-based reasoning technique ( Principal Investigator(PI))
- 2012 - 2013, Geran Penyelidikan Universiti Malaya (UMRG) - AET (Innovative Technology (ITRC))Knowledge Management Approach for Predictive Analytics in HEI Student IT-Skill using Data Mining techniques ( Co-Researcher)
- 2011 - 2012, Geran Penyelidikan Universiti Malaya (UMRG)AN INTELLIGENT PREDICTIVE SYSTEM FOR DIABETIC RETINOPATHY AMONG DIABETES PATIENTS IN MALAYSIA ( Principal Investigator(PI))
- 2020 - 2022, Universiti Teknologi Malaysia (UiTM)Cybersecurity Awareness, Attitude and Behavior: The Role of Leader Cybersecurity Competency, Universiti Teknologi Mara (UITM) ( Co-Researcher)
- 2021 - 2022, NATIONAL TECHNOLOGY AND INNOVATION SANDBOXAnti-fall AI Audit Trail Study, Ministry of Energy, Science, Technology, Environment and Climate Change (MESTECC) ( Co-Researcher)
- 2017 - 2021, Geran Penyelidikan Universiti Malaya (UMRG)EDUCATING THE DIABETES COMMUNITY THROUGH A DIGITAL KNOWLEDGE HUB ( Principal Investigator(PI))
- 2018 - 2020, RU OperationPersonalized Predictive Technology for Diabetes Retinopathy ( Principal Investigator(PI))
- 2018 - 2020, RU OperationPerception of Leader Effectiveness: Is Online Presence the Way Forward ( Consultant)
- 2018 - 2019, RU OperationPHyBR: Personalized Hybrid Book Recommender ( Principal Investigator(PI))
- 2016 - 2017, RU OperationPromoting collaborative learning via the Collaborators in Action (CiA) ( Principal Investigator(PI))
- 2013 - 2016, Exploratory Research Grant Scheme (ERGS)Exploring Feasibility of Enhancing the Realibility of Information Retrieval Performance Measurements in Large Scale Experimental Evaluation ( Consultant)
- 2014 - 2016, Geran Penyelidikan Universiti Malaya (UMRG)Integrating Adaptive Mechanisms to Improve User Recommendations ( Principal Investigator(PI))
- 2015 - 2016, ScienceFundENHANCING RECOMMENDATIONS IN A MULTI-AGENT ENVIRONMENT USING KEY TRUST COMPONENTS ( Principal Investigator(PI))
- 2013 - 2015, High Impact Research (HIR)Effective and Reliable Evaluation Methodologies for Information Retrieval Systems ( Consultant)
- 2012 - 2014, Flagship ICTA FRAMEWORK FOR IMPLEMENTING MOBILE INTERACTIVE LECTURE INFORMATION SYSTEM (MILIS) IN HIGHER LEARNING INSTITUTIONS ( Principal Investigator(PI))
- 2012 - 2014, Geran Penyelidikan Universiti Malaya (UMRG)Knowledge Management Approach for Predictive Analytics in HEI Student IT-Skill using Data Mining techniques ( Consultant)
- 2013 - 2014, Geran Penyelidikan Universiti Malaya (UMRG)An Enhanced Trust Model for Recommender Systems in a Multi-Agent Environment ( Principal Investigator(PI))
- 2011 - 2013, Geran Penyelidikan Universiti Malaya (UMRG)THE THIRD PHASE OF INDEXING MALAYSIAN JOURNALS: THE NEED FOR AN AUTOMATED CITATION EXTRACTION AND JOURNAL QUALITY ASSESSMENT TOOL ( Consultant)
- 2012 - 2013, Geran Penyelidikan Universiti Malaya (UMRG)A Detection Approach for Tsunami Warning System Using Mining Data Streams ( Consultant)
- 2012 - 2013, Geran Penyelidikan Universiti Malaya (UMRG)Improving document relevancy in IR using enhanced CBR technique ( Principal Investigator(PI))
- 2011 - 2012, Geran Penyelidikan Universiti Malaya (UMRG)An Intelligent Predictive System for Diabetic Retinopathy among Diabetes Patients in Malaysia ( Principal Investigator(PI))
Private
- 2022 - 2023, Private Funding - Manage by UMCARESHello+@UM ( Co-Researcher)
International
- 2023 - 2025, Gilead Sciences IncLeveraging chatbot technology to improve PrEP awareness and uptake among Black MSM in the Southern United States, University of Yale, New Haven ( Co-Researcher)
- 2024 - 2025, Alumni Engagement Innovation Fund 2024Project Celik TB - Improving Community-based Tuberculosis Literacy in the Marginalized Communities in Malaysia, American Embassy of Kuala Lumpur ( Principal Investigator(PI))
- 2023 - 2024, International FundingRevolutionizing Tuberculosis Care Among Low-income Patients In Southeast Asia Through A Multi-lingual Asynchronous Video Observed Therapy Integrated Mhealth Application ( Principal Investigator(PI))
PAPER PRESENTED
PLENARY SPEAKER
- An Interplay between Machine Learning and Social Good: Leveraging ML to Amplify Social Impact, Artificial Intelligence and Data Engineering 2019, NMAM Institute, Nitte (International) (23 May 2019 - 24 May 2019)
INVITED SPEAKER
- Communicating Science to the Public: Best Practices from Malaysia, Communicating Science to the Public: Best Practices from the Developing Countries, Organization for Women in Science for the Developing World (National) (25 May 2023 - 25 May 2023)
- Artificial Intelligence for Text Analytics - Inferring Sentiment and Emotion Analyses, Leveraging AI in Applied Linguistics: Exploring Trends & Embracing Opportunities, Malaysian Association of Applied Linguistics & TELUS International Finland (International) (28 Nov 2022 - 28 Nov 2022)
- Our New Digital Guard for Cyberbullying, Gathering of the Great Minds (GOTGM) 2022, University of Malaya Medical Society (National) (17 Apr 2022 - 31 May 2022)
- Users Psychological Features and Their Impacts on Cyberbullying Detection, Research Seminar, Georgia Tech, Atlanta (International) (05 Oct 2018 - 05 Oct 2018)
- Cyberbullying Detection Mechanisms using Users Psychological Features, Guest Lecture on Cyberbullying Detection Mechanisms, University of Georgia (International) (20 Sep 2018 - 20 Sep 2018)
ORAL PRESENTER
- Predicting Tuberculosis Treatment Outcome using Machine Learning, International Conference on Computational Statistics and Data Analysis, IITER (International) (20 Mar 2024 - 22 Mar 2024)
- Sentiments of online anti-vaccination endorsements: A case study of Amazon Japan, 16th ITS Asia-Pacific Conference, ITS (International) (26 Nov 2023 - 28 Nov 2023)
- Face mask-wearing classification using machine learning, EEPES 2023, EEPES.EU (International) (21 Jun 2023 - 23 Jun 2023)
- Linguistic Feature-based Classification for Anger and Anticipation using Machine Learning, 3rd International Conference on Deep Learning Theory and Applications (DeLTA 2022), Institute for Systems and Technologies of Information, Control and Communication (International) (12 Jul 2022 - 14 Jul 2022)
- Improving Trusts in Multi-agent Environments via the TripleR Model, International Journal of Arts and Social Sciences (International) (20 Oct 2015 - 22 Oct 2015)
POSTER PRESENTER
- Hello@UM, Collaboration with Higher Education Strategic Initiatives, Petronas Malaysia (National) (03 Jun 2023 - 03 Jun 2023)
PRESENTER
- 18th World Seminar on COVID-19 and Vaccination, 18th World Seminar on COVID-19 and Vaccination (18 May 2021)
- ICITS 2020 6th International Conference on Information Technology & Society, ICITS 2020 6th International Conference on Information Technology & Society, (11 Nov 2020)
- Socio-demographic Impact on Digital Payment Adoption among Malaysian Users, 6th INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY & SOCIETY 2020 (ICITS 2020). (11 Nov 2020)
- Sentiment and Emotion Analyses for Malaysian Mobile Digital Payment Applications, 4th International Conference on Compute and Data Analysis 2020 (ICCDA 2020) (09 Mar 2020)
- String-based Multinomial Na ve Bayes for Emotion Detection among Facebook Diabetes Community, 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, (05 Sep 2019)
- String-based Multinomial Naive Bayes for Emotion Detection among Facebook Diabetes Community, 23rd International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2019 (International) (04 Sep 2019 - 06 Sep 2019)
- Entity Clustering of User Reviews Using Topic Modeling and Similarity Scores, 5th International Conference on IT and Society 2019, KUIS (International) (20 Aug 2019 - 20 Aug 2019)
- Investigating the Impact of User Reactions For Emotion Detection among Facebook Diabetes Community, 5th International Conference on IT and Society 2019, KUIS (International) (20 Aug 2019 - 20 Aug 2019)
- A comparative analysis of detection mechanisms for emotion detection, Proceedings of International Conference on Computer Science and Engineering: Industrial Revolution 4.0 Opport, International Conference on Computer Science and Engineering 2019 (26 Apr 2019)
- Users Personality in Cyberbullying Detection, PyData Atlanta Meetup, PyData Atlanta (International) (12 Sep 2018 - 12 Sep 2018)
- Multiple feature enhanced cyberbullying detection model, Proceedings of the Data Science Research Symposium: Data Analytics and its Applications (12 Jul 2018)
- Mapping Sentiment Analysis Research Evolution, 18th International Conference on Science, Engineering and Technology (28 Apr 2018)
- Collaborative Learning via CiA - Collaborators in Action, Learning Innovation and Teaching Enhancement Research Conference 2017, ADEC (National) (15 Mar 2017 - 16 Mar 2017)
- Improving Trusts in Multi-agent Environments via the TripleR Model, International Journal of Arts and Social Sciences (International) (20 Oct 2015 - 22 Oct 2015)
- Mobile Technology and Interactive Lectures: The Key Adoption Factors, International Mobile Learning Festival 2015 (International) (21 May 2015 - 23 May 2015)
- Evaluating Reputation of Agents in E-commerce Multi- Agent Environments, The 4th International Conference on Computer Science & Computational Mathematics (International) (07 May 2015 - 08 May 2015)
- Learning via a Social Media Enabled Tool Do Learning Styles Make a Difference?, International Conference on Distance Learning and Education (International) (08 Oct 2014 - 10 Oct 2014)
- Using Text Highlights and Page Reviews to Improve Search Engine Results Page, 10th Annual International Conference on Computer Science and Information Technology (International) (09 May 2014)
- Stemming and lemmatization: A comparison of retrieval performances, 6th International Conference on Computer Engineering and Technology (ICCET 2014) (10 Apr 2014 - 11 Apr 2014)
- Calculating the Reliability and Reputation of Agents in E-Commerce Multi-Agent Environments, 3rd International Conference on Manufacturing Engineering and Process (ICMEP) (10 Apr 2014 - 11 Apr 2014)
- Learning Can Be Fun Exploring the Intention to Use Social Media among University Students,, International Conference on Education and Social Sciences 2014 (03 Feb 2014)
- An Exploratory Study of Lecturers Perceptions on the Use of Mobile Wireless Technology to Improve Lecture Interactivity, ICEE/ICIT Joint 2013 Conference (International) (08 Dec 2013 - 12 Dec 2013)
- An Architecture to Enhance Post Retrieval Document Relevancy Using Integrated Techniques, International Conference on Knowledge Discovery 2013 (18 May 2013 - 20 May 2013)
- A Comparative Analysis of Trust Models for Multi-agent Systems, 2013 2nd International Conference on Software and Information Engineering (ICSIE 2013) (International) (05 May 2013 - 06 May 2013)
- A Framework to Promote Interactivity using Mobile Wireless Technology in Universities Lecture Environment, International Journal of Arts and Social Sciences Conference (18 Mar 2013 - 22 Mar 2013)
- Social Networks and E-learning: Key Determinants Identification, 2nd Annual International Conference on Education and E-learning (International) (16 Sep 2012)
- The Influence of Security Awareness and Security Technology on Users Behavior towards the Implementation of Health Information System: A Conceptual Framework, International Conference on Management and Artificial Intelligence (International) (01 Apr 2012)
- Predictions Using Data Mining and Case-based Reasoning: A Case Study for Retinopathy, International Conference on Information Technology (International) (28 Mar 2012)
- An intelligent diagnostic system for diabetes using rule based reasoning and object-oriented methodology, IADIS European Conference on Data Mining (01 Aug 2011)
- Enhancements to Mobile Messaging: Abbreviator and Auto-Learner, 12th IBIMA Conference, IBIMA (International) (02 Jun 2009 - 05 Jun 2009)
- A Secure Remote User Authentication System Digital Certificates, 12th IBIMA Conference (01 Apr 2009)
- Text Entry Factors and Texting Satisfaction: An Analysis among Malaysian Users, 11th IBIMA Conference (International) (02 Jan 2009 - 04 Jan 2009)
- An Investigation on the Ergonomics Problem of using Mobile Phones to SMS., Contemporary Ergonomics, Ergonomics (International) (01 Apr 2005 - 06 Apr 2005)
OTHERS
- The Use of Theory and Research Method in Information System Research Seminar 2014, The Use of Theory and Research Method in Information System Research Seminar 2014 (28 Oct 2014 - 29 Oct 2014)
- Opinion Mining and Sentiment Analysis Systems: A Comparison of Design Considerations,, 20th IBIMA Conference (01 Mar 2013)
- The Evaluation of Opinion Mining and Sentiment Analysis Systems using Evaluation Metrics, 20th IBIMA Conference (01 Mar 2013)
- An Exploratory Study on Technical and Functional Sophistications of Health Information Technology in Twin Cities of Pakistan, 2012 International Conference on Computer & Information Science (ICCIS) (01 Oct 2012)
- The Conceptualization of Integrated Consumer Health Informatics Utilization Framework, International Conference on Information and Knowledge Technology 2012, WASET Engineering (International) (13 Mar 2012 - 13 Mar 2012)
- An Emotion Infused Multi-Modal Approach to Development of Social Agent, 12th IBIMA Conference (01 Apr 2009)
- An Empirical Study of Learning Object Users Behavior Changes in Belief and Attitude, 12th IBIMA Conference (01 Apr 2009)
- Health Effects on Malaysian Youths due to Mobile Messaging, International Conference on Ergonomics (01 Apr 2007)
ACADEMIC/PROF. SERVICES
Evaluation
- (2024) External Assessor for Bachelor of it (Data Analytics), National, (External Assessor)
- (2024) Umreg Assessment 2024, University, (Internal Evaluator)
- (2024) University of Capetown Phd Thesis, International, (External Examiner)
- (2024) Phd Thesis - Analysis of Malnutrition Screening Strategies to Monitor and Predict Nutrition Requirement for Geriatric Patients, International, (External Examiner)
- (2024) Bachelor or Business and Knowledge Management, National, (External Assessor)
- (2023) Academic Promotion Assessor 2023, National, (External Assessor)
- (2023) Academic Promotion External Assessor, National, (External Assessor)
- (2023) Ted1 Application, University, (Reviewer)
- (2023) Frgs 2023, University, (Reviewer)
- (2023) A Big Data Analytics Adoption Decision-Making Framework for Malaysian Plastics Manufacturers, National, (External Examiner)
- (2023) External Assessor for Bachelor in it and Data Analytics, National, (External Assessor)
- (2022) Design and Evaluation of a Usable Authentication System for Visual-Impaired Persons, National, (External Examiner)
- (2022) Advanced Data Science for Cyberbullying: from Theory to Practice (Asti Springer Series), International, (Reviewer)
- (2022) Trgs Panel Reviewer 2022, University, (Reviewer)
- (2022) Frgs Panel 2022, University, (Reviewer)
- (2022) Personalized Top-N Recommender System for Candidate Generation and Ranking, International, (External Examiner)
- (2022) External Assessor for Bachelor of Applied Data Science - Monash University, National, (External Assessor)
- (2022) External Assessor for Master of Data Science, National, (External Assessor)
- (2022) External Assessor for Bachelor of Business and Knowledge Management, National, (External Assessor)
- (2021) Moderation and Assessment for Mds Programme (Help University), National, (External Examiner)
- (2021) Spatial-Temporal Analysis of in-Air Hand Gesture Signature Recognition, National, (External Examiner)
- (2021) Frgs 1 2021 (University), University, (Reviewer)
- (2021) Frgs 1 2021 (Fsktm), University, (Reviewer)
Contribution to external organisation
- (2021) Advisor for Bachelor in Digital Health, National, (Expert Advisor)
- (2021) The Star Interview - Study: Mental health of Malaysians during the pandemic must be addressed, The Star
- (2020) External Examiner for Thesis, Multimedia University
- (2019) Evaluating the Use of Technology in Education Expert Feedback, Macquarie University, Australia
- (2018) Expert Panel for Round Table Discussion - Big Data 2018, Universiti Islam Antarabangsa
- (2017) Expert Panel for Media Round Table Forum (CMCF), Communications and Multimedia Content Forum Malaysia
Contribution to event
- (2023) Communicating Science to The Public: Best Practices from Malaysia, International, (Panelist/Moderator)
- (2022) Expert Panel for "Malaysia Disrupted: Inclusivity in The Digital Economy', National, (Panelist/Moderator)
- (2022) Trgs Coaching & Mock Presentation Session, University, (Panelist/Moderator)
- (2022) Panel for Um3mt (Faculty) 2022, University, (Panelist/Moderator)
Media appearance
- (2024) The Star Cyberbullying Interview, National, (Interview)
- (2024) Mytbcompanion Vodcast for UM Bulletin, University, (Interview)
- (2022) Gathering of The Great Minds (Gotgm) 2022 (The Next Epoch: a Multidisciplinary Approach), University, (Interview)
- (2021) The Star Interview - Study: Mental Health of Malaysians During The Pandemic Must Be Addressed, National, (Interview)
Mentoring
- (2022) Frgs Applicant Mentorship 2022 (Central Level - PPGP, Universiti Malaya), University, (Mentor)
SUPERVISION
Postgraduate Student
-
(2024) The Interactive Interface Design Based on Graphical Reasoning Theory, Yiting Zhang
-
(2024) Development of a Framework based on Advanced Computational and Technological Methods as an aid for Assessment and Evaluation in Higher Education, ALI RAZA
-
(2024) RESEARCH ON STRATEGIES AND PRACTICES FOR INTEGRATING FINTECH INTO BANK RISK MANAGEMENT, LIANG ZHITAO
-
(2024) AN INTEGRATED RE FRAMEWORK FOR HOSPITAL, SARAVANAN RAJAGOPAL
-
(2024) A CYBER SCAM SUSCEPTIBILITY MODEL BASED ON PSYCHOLOGICAL INDIVIDUAL DIFFERENCES, MUHAMMAD FARIS BASHEER BIN MOHD ZANAN
-
(2024) IMPACT OF INFORMATION AND COMMUNICATION TECHNOLOGY IN EDUCATIONAL SYSTEM, SAYYED AHAMMED MISBAH
-
(2024) EMPOWERING CONSUMERS IN COMBATING COUNTERFEITING VIA NFC ENABLED MOBILE APPLICATION LEVERAGING ON BLOCKCHAIN TECHNOLOGY, RAJENDREN SUBRAMANIAM
-
(2023) A Hyperbolic Sarcasm Detection Model Using Negative Sentiment Tweets and Machine Learning Algorithms, VITHYATHERI GOVINDAN
-
(2019) MULTI-TIER CLASSIFICATION BASED ON SENTIMENT, EMOTION AND PURPOSE FOR ONLINE DIABETES COMMUNITY, WANDEEP KAUR
-
(2019) A SEMI AUTOMATIC INTREGRATED FRAMEWORK FOR NON-ENGLISH SENTIMENT LEXICONS, MOHAMMED SALEM ABDULLAH KAITY
-
(2018) Topic and Sarcasm Detection using Machine Learning - A Case Study on Malaysian Electoral Data, Vithyatheri Govindan
-
(2018) Impact of Social Branding in Social Media, Hassan Reza
-
(2016) Improving sentiment analysis using statistical methods, Mohammed Salim
-
(2015) Automatic Tension Detection among Online Communities, Wandeep Kaur
-
(2014) An enhanced and self-learning recommendation system, Hossein Arabi
-
(2013) Rough set theory for tag recommendation in social network, Saadi Younes
-
(2012) A Mobile Framework for Enhancing Interaction in Higher Learning Institutions, Gan Chin Lay
-
(2011) Opinion Mining for Business Intelligence, Azra Majeed
-
(2011) Multi trust model for e-commerce, Elham Majd
-
(2010) Health Information System Security Effectiveness (HISSE) Model: The Influence of Security Awareness, Management Support and Security Technology on Users Behavior, Nurshima Humaidi
-
(2010) Consumer Health Informatics and User's Information Seeking Pattern, Sharifah Fadzilla
-
(2024) IMPROVING TERTIARY STUDENTS’ SOCIAL ANXIETY THROUGH GAMING WITH ART THERAPY, JOANN PRIYANKA
-
(2024) DIGITAL FRAUD DETECTION USING USER PERSONALITY TRAITS, UMAYMA AHHMED
-
(2023) Formulation of A Cashless Society Acceptance Model, MEESHA LINI EESAN A/P JAGATHEESAN
-
(2019) Topic Modelling on Malaysian Digital Payment Apps, Pravin Kumar
-
(2019) Dictionary-Based Diabetes Distress Detection Mechanism, MARIAN CYNTHIA MARTIN
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(2018) Formulation of a Cashless Society Readiness Index Model, Meeshalini Jegathesan
-
(2018) Multiple-feature Enhanced Cyberbullying Detection Model, SHAHZAIB KHAN
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(2016) Improving online interaction using an integrated trust model, Suresh Kumar
-
(2016) Enhancement of Sentiment Analysis Scoring Mechanism-A Case Study on Malaysian Airline Industry, RAYVENDRAN A/L VISVALINGAM
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(2016) An Enhanced Approach in Lexicon-Based Sentiment Analysis for Social Issues, YASIR MEHMOOD
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(2015) Enhancing Scoring Mechanism for Sentiment Analysis: A case study on Malaysian Airline Industries, Rayvendran Visvalingam
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(2015) Automatic tension classification using the lexicon-based method, Yasir Mehmood
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(2014) Social media acceptance model for learning among university students, Shiva Pourgholaminejad
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(2014) Improving Document Relevancy Using Explicit FeedbackNS IN LASER SPECTROSCOPY., KIAN AHMADI
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(2013) Improving search results using integrated stemming and lemmatization, Ethel Llyod-Yemoh
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(2013) Improving search results using integrated implicit feedback, Zhang Xinyue
-
(2013) Improving effectiveness of information retrieval via text highlight, Yoganathan Nagappan
-
(2013) A hybrid personality-aware recommender for movie, Menaka Appalanaidu
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(2012) Post retrieval enhancement in Information Retrieval, Kian Ahmadi
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(2012) A framework for developing enterprise social media applications in Malaysian SMEs, Mohamud Ali
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(2010) Relevance Weighting of Adjacency Terms in Key-word orders, Lim Bee Huang
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(2010) Integrated Information System for Public Bus, Fang Siew Ken
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(2010) A System to diagnose diabetic patients using rule-based reasoning, Vithyatheri Govindan
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(2010) Assessing the influence of social network media on e-learning, Hamza Adangu
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(2010) AN INTELLIGEnt REPOSITORY SYSTEM FOR TERTIARY INSTITUTIONs IN MALAYSIA, Ezeala Ferdinand
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(2010) An Expert System to Predict Retinopathy, Muhammad Reza Shakouri
Under Graduate Students
- (2022) Tuberculosis Patient Registry Management System
- (2021) Long Covid Emotion Analyzer
- (2021) COVID-19 Fake News Detector
- (2019) Research Project Management System (MDS)
- (2018) Real time analytics for E-Commerce
- (2015) Recommender System for Cuisine
- (2015) Internal Location Finder
- (2014) MyTravel Mobile Assistant
- (2013) World of Books Management SYstem
- (2013) Mobile parking lot management system
- (2013) E-bus tracker system
- (2012) Time-table management system (Staff)
- (2012) E-Pharmacy Management System
- (2012) Diagnosing Plant Disease using Rule-based Technique
TEACHING
Master
- (2024) WQD7006 - Machine Learning for Data Science
- (2023) WQD7006 - Machine Learning for Data Science
- (2022) WQD7006 - Machine Learning for Data Science
- (2021) WQD7006 - Machine Learning for Data Science
- (2019) WQD7006 - Machine Learning for Data Science
- (2018) WOA7007 - Data Analytics and Visualization
- (2017) WOA7007 - Data Analytics and Visualization
- (2015) WMGA6316 - Knowledge Management: Tools and Techniques
Bachelor
- (2024) WIH3004 - Trends in Data Science
- (2023) WIA2003 - Probability and Statistics
- (2023) WIH3004 - Trends in Data Science
- (2019) WIE3004 - Information Retrieval
- (2016) WIA2003 - Probability and Statistics
- (2015) WMES2107 - Statistical Application for Information Technology
- (2015) WMES3106 - Information System Control and Security
- (2015) WMET2104 - Stochastic Methods of System Analysis
PATENT/IPR
- Optimized Support Vector Regression Model to Predict Tuberculosis Treatment DurationCOPYRIGHT
- SentiBERT Deep Neural Network Model to Detect CyberbullyingCOPYRIGHT
- Socio-behavioral Risk factor Prediction for HIV Status using Machine LearningCOPYRIGHT
- Hello@UM - A Video Observed Therapy Digital Intervention for Tuberculosis Management in MalaysiaCOPYRIGHT
- CONTENT FEATURE-BASED FAKE NEWS DETECTION USING MACHINE LEARNINGCOPYRIGHT
- Cyber-racism detection on social media using a semi-supervised approachCOPYRIGHT
- Lexicon Builder ModelCOPYRIGHT
- Multiple-Feature Enhanced Cyberbullying Detection Model (Diagram)COPYRIGHT
- Multilevel Classification Model using Sentiment, Emotion, and PurposeCOPYRIGHT
- Personalized Hybrid Book Recommender (PHyBR)COPYRIGHT
- System and Method for Generating a Classifier for Determining Sentiment, Emotion and Purpose Towards a Subject MatterPATENT
- An Enhanced Scoring Mechanism for A Sentiment AnalyzerCOPYRIGHT
- Collaborators in ActionsCOPYRIGHT
- Lexicon-based Sentiment Analysis: Case Study on Immigrant IssuesCOPYRIGHT
- Interactive Mobile Messaging ApplicationPATENT
- Enhancing Classroom Interaction via an Interactive Mobile Messaging ApplicationPatent
- A method for selecting most trustworthy service/product provider among a plurality of service/product providersPatent
- A method for computing reliability, unreliability and uncertainty of a service providerPatent
- System for Critical Product Features Identification Using an Opinion AnalyzerPatent
SOCIAL RESPONSIBILITY ACTIVITIES
- Featured Interview Article in UM Research Bulletin - Mytbcompanion, (25 Oct 2024 - 25 Oct 2024) (University)
- Converting Fyp Into Scholarly Publications Talk, (21 Jun 2024 - 21 Jun 2024) (University)
- Judge - The Samsung Solve for Tomorrow 2023 Competition, (16 Dec 2023 - 16 Dec 2023) (University)
- Communicating Science to The Public: Best Practices from The Developing Countries, (25 May 2023 - 25 May 2023) (International)
- Women in Academia Fireside Chat, (23 Apr 2022 - 23 Apr 2022) (International)
- Interview On Cyberbullying Modelling, (16 Jun 2021 - 16 Jun 2021) (National)
- Program Committee - 9th World Conference On Information Systems and Technologies, (01 Sep 2020 - 31 Dec 2020)
- Iirg Cycle 3 Panel, (12 Aug 2020 - 31 Aug 2020)
- Charity Donation to National Kidney Foundation, (24 Jul 2020 - 24 Jul 2020)
- Free Malaysia Today Study Mention - Death by Facebook, (03 Jun 2020 - 03 Jun 2020)
- Session Chair At Aide 2019, (23 May 2019 - 24 May 2019)
- Session Chair At Ic2se 2019, (26 Apr 2019 - 26 Apr 2019)
- Atlanta Women'S Shelter Meal Sponsorship 2018, (07 Nov 2018 - 07 Nov 2018)
- Clarkston Refugee Center Visit 2018, (05 Sep 2018 - 05 Sep 2018)
- Dare to Run 2018, (13 Apr 2018 - 13 Apr 2018)
- Malaysia Hari Ini Tv3 Interview - Cyberbullying 2017, (15 Sep 2017 - 15 Sep 2017)
- Cyberbullying Interview Nst 2017, (13 Sep 2017 - 13 Sep 2017)
- Cyberbullying The Star September 2017, (13 Sep 2017 - 13 Sep 2017)
- Cyberbullying Berita Harian 2017, (13 Sep 2017 - 13 Sep 2017)
- Cyberbullying Interview The Star Newspaper, (19 May 2017 - 19 May 2017)
- Cyberbullying Interview On Bfm 89.9, (13 Mar 2017 - 13 Mar 2017)
- Her World Interview On Cyberbullying (January 2017 Edition), (01 Jan 2017 - 30 Jan 2017)
- Breast Cancer Welfare Association (2016), (23 Nov 2016 - 23 Nov 2016)
- Charity Work At Siddharthan Orphanage, (11 Jun 2016 - 11 Jun 2016)
- Guest Lecture At Soongsil University, (06 Apr 2016 - 06 Apr 2016)
- Breast Cancer Awareness Campaign Charity, (23 Nov 2015 - 23 Nov 2015)
- Ijas 2015 Session Chair, (20 Oct 2015 - 20 Oct 2015)
- Breast Cancer Awareness Campaign Charity, (04 Dec 2014 - 04 Dec 2014)
- Session Chair for Intcess 2014, (04 Feb 2014 - 04 Feb 2014)
- Mercy Malaysia Charity, (24 Dec 2013 - 24 Dec 2013)
- Walk for Life Awareness Program, (17 Nov 2013 - 17 Nov 2013)
- Ickd 2013 Conference Session Chair, (20 May 2013 - 20 May 2013)
- Ijas 2013 Session Chair, (22 Mar 2013 - 22 Mar 2013)
- Interview With The New York Magazine (Online Edition)- Expert Opinion Sharing, (07 Sep 2012 - 07 Sep 2012)
- Conference Session Chairing - Iadis 2011, (02 Jul 2011)