Curriculum Vitae

ASSOCIATE PROF. DR. TUTUT HERAWAN

Associate Professor
  • Department of Information System
    Faculty of Computer Science and Information Technology
  • jisrp
  • +603-79672509

BIOGRAPHY

Tutut Herawan is an associate professor at the Department of Information Systems, Faculty of Computer Science and Information Technology, University of Malaya. He is also a research fellow at the Institute for Big Data Analytics and Artificial Intelligence (IBDAAI) of UiTM Shah Alam, Malaysia. He was named in the Top 2% World Scientists Ranking by Stanford University and Elsevier BV, since 2019-present and his mathematics Erdos number is 4. He is also named in the most prolific DBLP-computer science authors and one of the best computer scientists from Malaysia according to https://research.com/. He received a PhD degree in information technology from Universiti Tun Hussein Onn Malaysia in 2010. He was a visiting researcher at Parallel and Distributed Computing Research Lab of Deakin University, Australia. He has more than 18 years experiences as academic staff and has supervised many Master & PhD students. He has also examined many Master & PhD Theses from Malaysia, Indonesia, India, and China. He is the associate editor of Springer Nature Computer Science Journal (Scopus), editor of International Journal of Knowledge and Systems Science, IGI Global (Scopus), and editor-advisory board member of the book series “Information Systems Engineering and Management / ISEM” of Springer Nature. He has edited many Springer-series books and published more than 330 articles in various book chapters, international journals, and conference proceedings (with Scopus h-index 36 and ISI WoS h-index 29). He is a reviewer for international journals including top reputable journals e.g., Knowledge-Based Systems, IEEE Transactions on Fuzzy Systems, Information Sciences, IEEE Access, and many more. He delivered more than 50 keynote addresses, invited workshop and seminars, and has been actively served as a chair, co-chair, program committee member and co-organizer for numerous international conferences/workshops. He is the general chair of the 8th Asian Conference in Pattern Recognition /ACPR-2025, which will be held in Bali, Indonesia. His research area includes data science and big data, data engineering and information systems, soft computing and data mining, and information technology for tourism.

AREAS OF EXPERTISE

  • BUSINESS INFORMATION SYSTEM (INCLUDING ENTERPRISE SYSTEMS, BUSINESS PROCESS MANAGEMENT AND MANAGEMENT INFORMATION SYSTEM)
    Applied Science And Technology, Information And Communication Technology (ict), Information Systems
  • DATA ENGINEERING AND TOOLS
    Applied Science And Technology, Information And Communication Technology (ict), Data And Information Management And Analytics
  • BUSINESS ANALYSIS AND ANALYTICS
    Applied Social Science And Humanities, Business, Business Studies

ACADEMIC QUALIFICATION

  • PhD(UTHM)(2010), (Computer Science)
    Universiti Tun Hussein Onn (Uthm)
  • M.Sc(Math)(University Gadjah Mada)(2006), (Mathematical Sciences)
    Universiti Gadjah Mada, Indonesia
  • B.Ed(Ahmad Dahlan University)(2002), (Education)
    Universitas Ahmad Dahlan

ADMINISTRATIVE DUTIES

  • Coordinator
    23 Oct 2024 - 31 Dec 2025 (University Malaya)
  • Sebagai pemeriksa dalam peperiksaan semester I sesi 2015/2016.
    08 Dec 2015 - present (Department of Information System, Faculty of Computer Science and Information Technology)
  • Committee Member of i-DAY 2015, Jabatan Sistem Maklumat, FSKTM
    23 Oct 2015 - present ()
  • Committee member of BIG data seminar, Jabatan Sistem Maklumat, FSKTM
    28 Aug 2015 - present ()
  • Committee Member of The International Workshop SSDM 2015, Jabatan Sistem Maklumat, FSKTM
    04 Aug 2015 - present ()
  • Committee member of Information System Research Seminar, Jabatan Sistem Maklumat, FSKTM
    28 Oct 2014 - 29 Oct 2014 (International)

MEMBERSHIPS

  • MEMBER OF ASSOCIATION FOR HIGHER EDUCATION IN LIBRARY AND INFORMATION SCIENCES INDONESIA, MEMBER
    Since 2024 (International)
  • MEMBER OF CYBER SECURITY ACADEMIA MALAYSIA, MEMBER
    2024 to 2025 (National)
  • ADVISORY BOARD, INFORMATION SYSTEMS ENGINEERING AND MANAGEMENT, ADVISORY BOARD
    Since 2023 (International)

AWARD AND STEWARDSHIP

  • Special Award of Innopa: Thailand Inventors' Day 2015 Category "Creativity and Inspiration"
    2015, INNOPA: Thailand Inventors? Day 2015,  (International)
  • Sijil Penyertaan "Mining Critical Least Association Rules from Students Suffering Study Anxieties Datasets" At National Invention Innovation Design Research (Niidr 2015)
    2015, UiTM Shah Alam, Malaysia,  (National)
  • Sijil Penyertaan "Maximum Cohesiveness in Soft Set for Data Clustering" At National Invention Innovation Design Research (Niidr 2015)
    2015, UiTM Shah Alam, Malaysia,  (National)
  • Bronze Medal "Managing Database Imputation Consistency Using Bvagq Replication Tool"
    2015, Exhibition at the Thailand Inventors' Day 2015 hosted by National Research Council of Thailand (NRTC),  (International)
  • Sijil Penyertaan, Oman Economy: Contributions from Higher Education
    2014, Majan College University, Oman,  (International)
  • Sijil Penyertaan, Anugerah Harta Intelek Negara 2014 (Kategori Hak Cipta)
    2014, Perbadanan Harta Intelek Malaysia,  (National)
  • Gold Medal for "Personalized E-Learning System With The Adoption of a Help-Seeking Model"
    2014, i-ENVEX, UNIMAP Malaysia,  (International)
  • Silver Medal for "An Efficient Rough Set-Based Data Classification Software"
    2014, i-ENVEX, UNIMAP Malaysia,  (International)
  • Visiting Researcher
    2014, Deakin University, Australia,  (International)
  • The Best Phd Alumni Award
    2013, Centre for Graduate Studies UTHM,  (University)
  • Outstanding Phd Student Award
    2013, Research and Innovation Center UTHM,  (University)

PUBLICATIONS

Article in Journal
WoS
  1. Ahanin, Zahra; Ismail, Maizatul Akmar; Herawan, Tutut (2024). PERFORMANCE EVALUATION OF MULTILABEL EMOTION CLASSIFICATION USING DATA AUGMENTATION TECHNIQUES, MALAYSIAN JOURNAL OF COMPUTER SCIENCE. 37(2), 154-168
  2. Asnawi, Mohammad Hamid; Pravitasari, Anindya Apriliyanti; Herawan, Tutut; Hendrawati, Triyani (2023). The Combination of Contextualized Topic Model and MPNet for User Feedback Topic Modeling, IEEE ACCESS. 11, 130272-130286. doi:10.1109/ACCESS.2023.3332644
  3. Chiroma, H., Abdullahi, U. A., Abdulhamid, S. M., Alarood, A. A., Gabralla, L. A., Rana, N., . . . Herawan, T. (2019). Progress on Artificial Neural Networks for Big Data Analytics: A Survey. Ieee Access, 7, 70535-70551. doi:10.1109/access.2018.2880694
  4. Saadi, Younes; Yanto, Iwan Tri Riyadi; Herawan, Tutut; Balakrishnan, Vimala; Chiroma, Haruna; Risnumawan, Anhar (2016). Ringed Seal Search for Global Optimization via a Sensitive Search Model, PLOS ONE. 11(1). doi:10.1371/journal.pone.0144371
  5. Mamat, R., Herawan, T., Denis, M. M. (2013). MAR: Maximum Attribute Relative of soft set for clustering attribute selection, Knowledge-Based Systems. 52, 11-20
Others
  1. Chiroma, H., Abdullah, K., Hamza, M.H, Shuib, L., Idrees, M. and Herawan, T. Forecasting of electricity consumption based on soft computing for advancing performance: The case study for the Organization of Petroleum Exporting Countries (OPEC). Accepted to Energy, October 2016.
  2. Chiroma, H., Mohd Shuib, N. L., Abubakar, A. I., Zeki, A. M., Gital, A. Y., Herawan, T., & Abawajy, J. H. (2017). Advances in teaching and learning on Facebook in higher institutions. IEEE Access, 5, 480-500.
  3. M.S. Khan, M.A. Al-garadi, A.W. Abdulwahab, T. Herawan. Soft Set Approach for Analyzing Missing data in Online Social Networks. Accepted to IEEE Access, November 2016
  4. M.S. Khan, M.A. Al-garadi, A.W. Abdulwahab, and T. Herawan. The Concept of Entire Boolean values Recalculations from Aggregates in the Pre-Processed Category of Incomplete Soft Sets. Accepted to IEEE Access, December 2016
  5. S. Danjuma, M.A. Ismail, T. Herawan. An Alternative Approach to Normal Parameter Reduction Algorithm for Soft Set Theory. Accepted to IEEE Access, October 2016
  6. W. Waheeb, R. Ghazali, T. Herawan. Ridge Polynomial Neural Network with Error Feedback for Time Series Forecasting. Accepted to Plos One, October 2016
  7. A. Amini, H. Saboohi, T.-Y. Wah, and T. Herawan. MuDi- Stream: A Multi Density Clustering Algorithm for Evolving Data Stream. Special Issue on Big Data, Journal of Network and Computer Applications, Volume 59, Pages 370 385, January 2016.
  8. A. Mohebi, S.R. Aghabozorgi,Teh Y.W., T. Herawan, and R. Yahyapour. Iterative Big Data Clustering Algorithms: A Review. Software: Practice and Experience. Volume 46, Issue 1, pages 107 129, January 2016. DOI: 10.1002/spe.2341
  9. A.I Abubakar, N.M. Nawi, H. Chiroma, A. Khan, M.Z. Rehman, & T. Herawan. Studying the Effect of Training Levenberg Marquardt Neural Network by Using Hybrid Meta-Heuristic Algorithms. Journal of Computational and Theoretical Nanoscience, 13 (1), 450-460.
  10. Edi S, M Mungad, S. Hamid, and T. Herawan. An efficient soft set-based approach for conflict analysis. Plos One DOI: 10.1371/journal.pone.0148837
  11. F. Feng, J. Cho, W. Pedrycz, H. Fujita, and T. Herawan. Soft Set Based Association Rule Mining. Knowledge-Based Systems, http://dx.doi.org/10.1016/j.knosys.2016.08.020
  12. H. Chiroma, A. Khan, A.I. Abubakar, Y. Saadi, M.F. Hamza, L. Shuib, A.Y. Gital, & T. Herawan. A New Approach for Forecasting OPEC Petroleum Consumption Based on Neural Network Train by using Flower Pollination Algorithm. Applied Soft Computing, doi:10.1016/j.asoc.2016.06.038
  13. H. Chiroma, S. Abdul-kareem, A.S.M. Noor, A.I. Abubakar, N.S. Safa, L. Shuib, M.F. Hamza, A.Y. Gital & T. Herawan. A Review on Artificial Intelligence Methodologies for the Forecasting of Crude Oil Price. Intelligent Automation & Soft Computing, DOI:10.1080/10798587.2015.1092338, pp. 1- 14, Jan 2016.
  14. H. Chiroma, T. Herawan, and A.I. Abubakar. Soft Computing Approach for Predicting OPEC Countries Oil Consumption. ACCEPTED International Journal of Oil, Gas and Coal Technology.
  15. I. Davood, S. Ghanavati, J.H. Abawajy, and T. Herawan. An Alternative Data Collection Scheduling Scheme in Wireless Sensor Networks. Computing, DOI 10.1007/s00607-016-0484-y, 2016.
  16. I.T.R. Yanto, T. Herawan, and M.A. Ismail. A Modified Fuzzy k-Partition based on Indiscernibility Relation for Categorical Data Clustering. Engineering Applications of Artificial Intelligence, Volume 53, pp 41 52, 2016.
  17. J Zhan, Q Liu, T Herawan. A novel soft rough set: Soft rough hemirings and corresponding multicriteria group decision making. Applied Soft Computing, http://dx.doi.org/10.1016/j.asoc.2016.09.012 2016
  18. J.H. Abawajy, M.I.H. Ninggal, and T. Herawan. Privacy Preserving Social Network Data Publication and Analysis. IEEE Communication, Survey and Tutorials, Issue 99, DOI 10.1109/COMST.2016.2533668.
  19. J.H. Abawajy, M.I.H. Ninggal, and T. Herawan. Vertex Re-identification Attack using Neighbourhood-Pair Properties. Concurrency and Computation: Practice and Experience. DOI: 10.1002/cpe.3687
  20. Lasisi, A., Ghazali, R., Herawan, T., Deris, M.M. and Lasisi, F. Extracting Information in Agricultural Data Using Fuzzy Rough Sets Hybridization and Clonal Selection Theory Inspired Algorithms. International Journal of Pattern Recognition and Artificial Intelligence. DOI: http://dx.doi.org/10.1142/S0218001416600089
  21. M.S. Khan, M. A. Al-garadi, A.W. Abdul Wahab, & T. Herawan. An Alternative Data Filling Approach for Prediction of Missing Data in Soft Sets (ADFIS). SpringerPlus, 5:1348, 2016
  22. N.M. Nawi, M.Z. Rehman, A. Khan, A. Kiyani, H. Chiroma and T. Herawan. Hybrid Bat & Levenberg-Marquardt Algorithms for Artificial Neural Networks Learning. Journal of Information Science and Engineering, 32, 1301-1324 (2016).
  23. N.M. Nawi, M.Z. Rehman, A. Khan, T. Herawan, and H. Chiroma. A Modified Bat Algorithm based on Gaussian Distribution for Solving Optimization Problem. Journal of Computational and Theoretical Nanoscience, Volume 12, Number 12, 2017.
  24. Suhirman, A.SM. Noor, T. Herawan, I.T.R. Yanto, J.M. Zain, H. Qin and Z. Abdullah. Soft Set Approach for Clustering Student Assessment Data. Journal of Computational and Theoretical Nanoscience, Volume 12, No 12, 2016.
  25. Chiroma, H., Abdul-kareem, S., Ibrahim, U., Ahmad, I. Gadam, Garba, A., Abubakar, A., Hamza, M. Fatihu, Herawan, T. Malaria severity classification through Jordan-Elman neural network based on features extracted from thick blood smear, Neural Network World , Vol. 25, no. 5 (2015), s. 565-584.
  26. D. Izadi, T. Herawan, S. Ghanavati, and J.H. Abawajy. A Data Fusion Method in Wireless Sensor Networks. Sensors 2015, 15(2), 2964-2979; doi:10.3390/s150202964
  27. Elfizar, M.S. Baba, and T. Herawan. A large Scale Distributed Virtual Environment Architecture. Studies in Informatics and Control, Volume 24, Issue 2, 2015
  28. Elfizar, T. Herawan, M.S. Baba. Object-based Viewpoint for large-scale distributed environment. Malaysian Journal of Computer Science, 28, No 4, pp 301-317, 2015.
  29. H. Chiroma, S. Abdul-kareem, A. Khan, N.M. Nawi, A.Y. Gital, L. Shuib, A.I. Abubakar, M.Z. Rahman, and T. Herawan. Global Warming: Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption Using Neural Network and Hybrid Cuckoo Search Algorithm. Plos One. 2015 DOI: 10.1371/journal.pone.0136140
  30. H. Chiroma, S. Abdulkareem, and T. Herawan, Evolutionary Neural Network Model for West Texas Intermediate Crude Oil Price Prediction, Applied Energy, 142, 266-273.
  31. N.M. Nawi, A. Khan, M.Z. Rehman, H. Chiroma, and T. Herawan. Study the Effect of Metaheuristic Technique on Neural Network Weights Optimization for Data Classification. Mathematical Problem in Engineering, Volume 2015 (2015), Article ID 868375, 12 pages
  32. N.S. Safaa, M. Sookhak, R.V. Solms, S. Furnell, , N.A. Ghani, and T. Herawan. Information Security Conscious Care Behaviour Formation in Organizations. Computers & Security, Volume 53, September 2015, Pages 65 78.
  33. T. Herawan, Z. Abdullah, P. Vitasari, MA. Ismail, H. Chiroma, M.K. Othman. Mining critical least association rules of student suffering study anxieties. Quality & Quantity, Volume 49, Issue 6, pp 2527-2547, November 2015.
  34. A. Amini, H. Saboohi, T.Y. Wah, and T. Herawan. A Fast Density-based Clustering Algorithm for Real-Time Internet of Things Stream. The Scientific World Journal, Volume 2014, Article ID 926020, 11 pages.
  35. A.I. Abubakar, A.M. Zeki, H. Chiroma, and T. Herawan. Visualization of Three-dimensional (3D) Object s optimal reality of 3D Map on Mobile Device. Applied Mathematics & Information Sciences, accepted 2014.
  36. H. Qin, X. Ma, T. Herawan and J.M. Zain. MGR: An information theory based hierarchical divisive clustering algorithm for categorical data. Knowledge- based Systems, Volume 67, pp. 401-411, 2014.
  37. S. Aghabozorgi, Teh Y.W., T. Herawan, H.A. Jalab, M. A. Shaygan and A. Jalali. A Hybrid Algorithm for Clustering of Time-series Data based on Affinity Search Technique. The Scientific World Journal, Volume 2014, Article ID 562194, 12 pages.(Q1-ISI)
  38. T. Sabbah, A. Selamat, M. Ashraf, and T. Herawan. Effect of thesaurus size on schema matching quality. Knowledge-Based Systems, Volume 71, pp. 211-226, 2014.
  39. X. Ma, H. Qin, N. Sulaiman, T. Herawan, and J.H. Abawajy. The parameter reduction of the interval-valued fuzzy soft sets and its related algorithms. IEEE Transactions on Fuzzy Systems, 22(1), 57-71, 2014. IEEE DOI:10.1109/TFUZZ.2013.2246571 (Q1)
  40. M. Mansourvar, Ismail, M.A, T. Herawan, Ram Gopal Raj, Sameem Abdul Kareem and Fariza Hanum Nasaruddin (2013), Automated bone Age Assessment: Motivation, Taxonomies and Challenges, Computational and Mathematical Methods in Medicine, 2013 , doi:10.1155/2013/391626.
  41. R. Mamat, T. Herawan, and M.M. Deris. MAR: Soft Set- based Maximum Attribute Relative Technique for Clustering Attribute Selection. Knowledge-based Systems, Volume 52, 11-20, 2013. (Q1)
  42. Z. Abdullah, T. Herawan, and M.M. Deris. ECLAR: An Enhanced Critical Least Association Rules Model. Accepted and to appear in International Journal of Data Warehousing and Mining, 2013. (Q4)
  43. I.T.R. Yanto, P. Vitasari, T. Herawan, and M.M. Deris. Applying Variable Precision Rough Set Model for Clustering Student Suffering Study s Anxiety. Expert System with Applications, Volume 39, Issue 1, pp. 452- 459, 2012. (Q1)
  44. Q. Hongwu, M. Xiuqin, J.M. Zain, and T. Herawan. A Novel Soft Set Approach for Selecting Clustering Attribute. Knowledge-Based Systems, Volume 36, pp. 139-145, 2012. (Q1)
  45. Q. Hongwu, M. Xiuqin, T. Herawan, and J.M. Zain. DFIS: A Novel Data Filling Approach for Incomplete Soft Set. In special issue of Hybrid and Ensemble Methods in Machine Learning, Journal of Applied Mathematics and Computer Science, Volume 22, No. 4, pp. 817 828 , 2012. (Q4)
  46. Z. Abdullah, T. Herawan, and M.M. Deris. Mining highly correlated least association rules using scalable trie- based algorithm. In a special issue from AST/UCMA/ISA/ACN 2010, Journal of The Chinese Institute of Engineer, Volume 35, No. 4, pp. 547-554, 2012. (Q4)
  47. I.T.R. Yanto, T. Herawan, and M.M. Deris. Data clustering using Variable Precision Rough Set. Intelligent Data Analysis, Volume 15, No 4, pp. 465-482, 2011. (Q4)
  48. M. Xiuqin, N. Sulaiman, Q. Hongwu, J.M. Zain, and T. Herawan. A New Efficient Normal Parameter Reduction Algorithm of Soft Sets. Computer and Mathematics with Application, Volume 62, Issue 2, pp. 588-598, 2011. (Q1)
  49. T. Herawan and M.M. Deris. A soft set approach for association rules mining. Knowledge Based Systems, Volume 24, Issue 1, pp. 186-195, 2011. (Q1)
  50. T. Herawan, M.M. Deris, and J.H. Abawajy. A rough set approach for selecting clustering attribute. Knowledge Based Systems, Volume 23, Issue 3, pp. 220-231, 2010. (Q1)
Books
  1. Herawan, et al. Bring Your Own Device Security Policy Compliance Framework. Springer Nature, 2024.
  2. Herawan, et al., Digital Innovation in Knowledge Management, Information Systems Engineering and Management, Springer Nature, 2024.
  3. T. Herawan, H. Chiroma, J.H. Abawajy. (Editors). Advances on Computational Intelligence in Energy- The Applications of Nature-Inspired & Metaheuristic Algorithms in Energy. Lecture Notes in Energy, Springer-Verlag, 2016. (Scopus index)
  4. T. Herawan, R. Ghazali, M. Othman, M.M. Deris and J.H. Abawajy (Editors). Advanced Data and Information Engineering2. Lecture Notes in Electrical Engineering, Springer Verlag. (ISI & Scopus index)
  5. T. Herawan, R. Ghazali, N.M. Nawi, and M.M. Deris (editors). Recent Advances on Soft Computing and Data Mining 2. Advances in Intelligent Systems and Computing, Springer Verlag, 2016. (ISI & Scopus index)
  6. T. Herawan, M.M. Deris and J.H. Abawajy (Editors). Advanced Data and Information Engineering. Lecture Notes in Electrical Engineering, Vol 285, Springer Verlag, Heidelberg, Germany. (ISI & Scopus index)
  7. T. Herawan, R. Ghazali and M.M. Deris (editors). Recent Advances on Soft Computing and Data Mining. Advances in Intelligent Systems and Computing, Vol. 287, Springer Verlag, Heildelberg, Germany. (ISI & Scopus index)
Chapter in Books
  1. Q. Hongwu, M. Xiuqin, T. Herawan, and J.M. Zain. An improved genetic clustering algorithm for categorical data. In Takashi Washio et al. (Eds): Emerging Trends in Knowledge Discovery and Data Mining - PAKDD Workshops, Lecture Notes in Computer Science, Springer- Verlag, Volume 7769, pp. 100-111.
Article in Proceeding
  1. A. Lasisi , R. Ghazali, T. Herawan, and H. Chiroma. Orchestrating Real-Valued Negative Selection Algorithm with Computational Efficiency for Crude Oil Price. Advanced Intelligent Computing Theories and Applications, Volume 9227 of the series Lecture Notes in Computer Science pp 387-396, (c) Springer- Verlag
  2. A.S.M. Noor , N.F.M. Zian, M.M. Deris, and T. Herawan. Review of Replication Techniques for Distributed Systems. Internet and Distributed Computing Systems, Volume 9258 of the series Lecture Notes in Computer Science pp 169-176 (c) Springer- Verlag.
  3. M.A. Aziz, J.H. Abawajy, R. Islam, and T. Herawan. Workflow scheduling on distributed systems. Proceedings of 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA), IEEE Press, pp. 683-689.
  4. M.A. Aziz, J.H. Abawajy, T. Herawan. Layered workflow scheduling algorithm. Proceedings of 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE Press pp. 1-7.
  5. W.A.W.A. Bakar, Z. Abdullah, M.Y.M. Saman, M.M.A. Jalil, M. Man, T. Herawan. Vertical Association Rule Mining: Case study implementation with relational DBMS. Proceedings of 2015 International Symposium on Technology Management and Emerging Technologies (ISTMET), IEEE Press, pp. 279-284.
  6. AS Shirkhorshidi, S Aghabozorgi, TY Wah, T Herawan, Big Data Clustering: A Review, Computational Science and Its Applications ICCSA 2014, 707-720
  7. Saeed Aghabozorgi, Ali Seyed Shirkhorshidi, Hoda Soltanian, Tutut Herawan and Teh Ying Wah, and Spatial and Temporal Clustering of Air Pollution in Malaysia: A Review, International Conference on Agriculture, Environment and Biological Sciences 2014 (ICFAE 14),213-219
  8. Saeed Aghabozorgi, Hamid Mahroeian, Ashish Dutt, Teh Y Wah, Tutut Herawan, An Approachable Analytical Study on Big Educational Data Mining, Computational Science and Its Applications ICCSA 2014, 721-737

RESEARCH INTEREST

  • Data Engineering (Data Engineering)
  • Information Systems (Information Systems)
  • Business Analytics (Business Analytics)

RESEARCH PROJECT

National
  1. 2016 - 2019, Postgraduate Research Grant (PPP) - Research
    Incremental Association Rule Mining ( Principal Investigator(PI))
  2. 2016 - 2019, Postgraduate Research Grant (PPP) - Research
    An Optimal Normal Parameter Reduction Of A Soft Sets ( Principal Investigator(PI))
  3. 2016 - 2019, Bantuan Kecil Penyelidikan (BKP)
    Higher Learning Institution Recommendation for Malaysian Post Islamic Boarding School Students using Data Mining Technique ( Co-Researcher)
  4. 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    An Efficient Model For Constructing Frequent Pattern Tree And Its Application For Educational Data Mining ( Principal Investigator(PI))
  5. 2014 - 2016, High Impact Research - Ministry of Education (HIR-MOE) Cycle 1
    Rough And Soft Set Theories For Tag Recommendation In Social Network And Conflict Analysis In Social Choice ( Principal Investigator(PI))
  6. 2013 - 2015, High Impact Research - University of Malaya (HIR-UM)
    Soft Set-based Knowledge Discovery in Boolean and Categorical-valued Information Systems. ( Principal Investigator(PI))
  7. 2013 - 2014, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HNE (Humanities & Ethics)
    An Enhanced Trust Model for Recommender Systems in a Multi-Agent Environment ( Co-Researcher)
  8. 2013 - 2014, Bantuan Kecil Penyelidikan (BKP)
    A SOFT SET-BASED MAXIMAL DEGREE OF DOMINATION ALGORITHM FOR SUPPLIER BASE MANAGEMENT CLUSTERING ( Principal Investigator(PI))
  9. 2013 - 2014, Program Rakan Penyelidikan UM
    A Generalized Parameterization Reduction and Decision Making Approach to Interval-Valued Intuitionistic Fuzzy Soft Sets ( Principal Investigator(PI))
  10. 2013 - 2015, High Impact Research (HIR)
    Rough and Soft Set Theories for Tag Recommendation in Social Network and Conflict Analysis in Social Choices ( Principal Investigator(PI))
International
  1. 2024 - 2024, Internal Grant from Universitas Padjadjaran (HRU)
    Natural Language Processing Modeling in Creating AI Chatbots for Academic Activities, Universitas Padjadjaran ( Co-Researcher)

PAPER PRESENTED

PLENARY SPEAKER
  1. Soft Set, Fuzzy Soft Set and Decision Making, The First International Workshop on Soft Set-based Decision Making (SSDM-2015), Jabatan Sistem Maklumat, FSKTM (International) (04 Aug 2015 - 05 Aug 2015)
  2. Educational Data Mining - An Associations rules approach, Seminar Nasional Pendidikan Matematika (SENDIKMAT) 2014, Department of Mathematics Education, Universitas Ahmad Dahlan, Indonesia (National) (26 Dec 2014 - 27 Dec 2014)
  3. Computational Intelligence in Energy, The International Conference on Natural, Mathematical and Environmental Sciences 2015, Universitas Lambung Mangkurat, Indonesia (International) (11 Oct 2014 - 12 Oct 2015)
INVITED SPEAKER
  1. Workshop on Publishing High Quality Books: indexed by Scopus, The Conference on Frontier in Computer Science and Information Technology (FOCUS) 2024, FSKTM UM (International) (11 Dec 2024 - 11 Dec 2024)
  2. Writing Quality Research Paper and Journal Selection, PUBLISH or PERISH, FSKTM UTHM, Johor, Malaysia (University) (09 Jan 2016 - 10 Jan 2016)
  3. Applications of Computational Intelligence in Real Life, Studium Generale "Applied Mathematics in Science and Technology", Universitas PGRI Indonesia (University) (11 Dec 2015 - 11 Dec 2015)
  4. Writing Quality Research Article to Scopus index Journal, Workshop on Research Article Writing to International Journal indexed by Scopus, Universitas Ahmad Dahlan, Indonesia (International) (07 Nov 2015 - 08 Nov 2015)
  5. Mathematical proving techniques, Software Engineering Journal Writing Workshop, Jabatan Kejuruteraan Perisian, FSKMT UM (University) (03 Nov 2015 - 03 Nov 2015)
  6. Writing Quality Research Article, Seminar & Workshop on Research Article Writing to International Journal, STMIK Tunas Bangsa, Indonesia (International) (07 Aug 2015 - 08 Aug 2015)
  7. Editing Conference Publication, Workshop on Publishing Conference Proceeding to International Publisher, Directorate of Research and Community Service, Islamic Indonesia University (National) (30 Dec 2014)
EVENT ORGANISER
  1. Workshop on, Computational Collective Intelligence for Social Understanding and Mining (CCISUM 2013), IEEE SMC, Springer, Wroclaw University, University of Craiova Romania (International) (11 Sep 2013 - 13 Sep 2013)
  2. Workshop on, Advanced Data Mining Techniques and Applications (ADMTA-2012), IEEE SMC, Springer Verlag, Wroclaw University, Inha University, Hue University (International) (28 Nov 2012 - 30 Nov 2012)
ORAL PRESENTER
  1. Cyberbully Detection in Sports on social media, The Conference on Frontier in Computer Science and Information Technology (FOCUS) 2024, FSKTM UM (International) (11 Dec 2024 - 13 Dec 2024)
  2. The Transformation of Technological Achievements in Universities: Evidence from Measurement Scope Indicators, Organizational Strategies and Intellectual Property Strategies, The Conference on Frontier in Computer Science and Information Technology (FOCUS) 2024, FSKTM UM (International) (11 Dec 2024 - 13 Dec 2024)
KEYNOTE SPEAKER
  1. A Soft Computing Approach for Conflict Analysis, 9th International Conference on Sustainable Information Engineering and Technology (SIET 2024), Faculty of Computer Science (FILKOM) Universitas Brawijaya, Indonesia (International) (15 Oct 2024 - 16 Oct 2024)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2024) Reviewer, International, (Reviewer)
  2. (2024) Reviewer, International, (Reviewer)
  3. (2024) Panel Reviewer, University, (Internal Examiner)
  4. (2016) Program Committee Member of the Second International Conference on Soft Computing and Data Mining (SCDM-2016), 18-20 AUgust 2016 in Bandung, Indonesia, (Scientific Committee)
  5. (2015) Reviewer for Journal of Information and Communication Technology (JICT), UUM, (Reviewer)
  6. (2015) Internal Examiner for PhD thesis - Arman Khajdeh Nassirtoussi, (Internal Examiner)
  7. (2015) Program Committee member of the 14th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET 15), 15 17 September 2015, Naples, Italy, (Scientific Committee)
  8. (2015) Program Committee Member of the fourth International Conference on Engineering and Technology for Sustainable Development (ICET4SD-2015) held in Yogyakarta on November 11-12, 2015., (Reviewer)
  9. (2015) Program Committee Member of the 5th IFIP International Conference on Computer Science and Its Applications, 20 21 May 2015, University of Saida, Algeria, (Scientific Committee)
  10. (2015) Program Committee Member of the 8th International Conference on Database Theory and Application (DTA 2015), 25 28 November 2015, Jeju Island, Korea, (Scientific Committee)
  11. (2015) Program Committee Member of the second NAFOSTED Conference on Information and Computer Science 2015 held in Vietnam, on September 16-18, 2015 , (Reviewer)
  12. (2015) Program Committee Member of the 7th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2015), 23-25 March 2015, Bali, Indonesia, (Scientific Committee)
  13. (2015) Reviewer for Applied Energy, Elsevier, (Reviewer)
  14. (2013) Review submitted papers of the International WOrkshop on Recent Advances in Information SYstems (RAIS 2013), (Reviewer)
  15. (2013) Evaluate submitted papers of Workshop on, Computational Collective Intelligence for Social Understanding and Mining (CCISUM 2013), 11 Sep 2013 to 13 Sep 2013 in collaboration with IEEE SMC, Springer, Wroclaw University, University of Craiova Romania, (International) , (Reviewer)
  16. (2013) Internal Examiner for PhD candidate - Tan Chee Heng, (Internal Examiner)
  17. (2013) Review submitted papers of The First International Conference on Advanced Data and Information Engineering (DaEng 2013), (Reviewer)
Contribution to external organisation
  1. (2024) Adjunct Professor, International, (Adjunct/Visiting Professors)
  2. (2013) Delivering talk "Mathematical Modelling in Computer Science", Jabatanb Sistem Maklumat, Universiti Malaya
  3. (2013) Delivering talk "Rough Set Approach for Categorical Data Clustering", Jabatan Sistem Maklumat
  4. (2013) Moderator "Writing Paper to ISI indexed Journals", Jabatan Sistem Maklumat
  5. (2013) Moderator and Evaluator "PGRES-FSKTM 2013", FSKTM University of Malaya
  6. (2012) Research member, SCDM UTHM, National
Contribution to event
  1. (2024) Publication Chair, International, (Event Organiser)
  2. (2024) Special Session Chair, The Conference On Frontier in Computer Science and Information Technology (Focus) 2024, International, (Event Organiser)
  3. (2024) Program Committee Chair, International, (Event Organiser)
  4. (2024) Invited Talk, International, (Course Facilitator)
  5. (2024) Publication Co-Chair, The 16th International Conference On Knowledge and System Engineering (Kse 2024) and The 6th International Conference On Information Retrieval and Knowledge Management (Camp 2024), International, (Event Organiser)
  6. (2024) Parallel Session Chair, Kse 2024 & Camp 2024, International, (Event Organiser)
  7. (2024) Publication Co-Chair, The 11th Knowledge Management International Conference (Kmice 2024), International, (Event Organiser)
  8. (2024) Publication Co-Chair, 3rd Virtual International Conference On Business Intelligence, Industrial Engineering & Management (Icbiiem 2024), International, (Event Organiser)
  9. (2024) Invited Speaker, International, (Course Facilitator)
  10. (2024) Exhibitor, National, (Participant)
  11. (2024) Academic Module Lecture, University, (Course Facilitator)

SUPERVISION

Under Graduate Students
  1. (2024) Stock Investment Portfolio Construction using Machine Learning
  2. (2024) Soft Set Approach for Human Resource Conflict Analysis
  3. (2024) Pneumonia Detection from Chest X-rays using Convolutional Neural Network
  4. (2024) MYCONF: E-Conference Management Systems (Subtitle: Website; Publicity; Special Sessions; Workshop; Payment; Email; Virtual Conferences; Online Demo)
  5. (2024) MYCONF: E-Conference Management Systems (Subtitle: Program committee invitation; Submission; Review; Decision; Proceedings; Program book; Report)
  6. (2024) ANTI VAPING SERIOUS GAME
Postgraduate Student
PhD/ Doctoral
  1. (2024) HARNESSING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING TO COMBAT CLIMATE CHANGE: UNDERSTANDING THE ROLE OF CO2 EMISSIONS AND INNOVATIVE SOLUTIONS, MOGENESWARI A/P JAI SANKAR
  2. (2023) DEVELOPING NEW STEMMING FOR ARABIC INFORMATION RETRIEVAL, RAED T. A. ALDAHDOOH
  3. (2015) MODELING STUDENT LEARNING AND CORPORATE TRAINING IN A DISTANCE EDUCATIONAL SYSTEM, SOMAYA MAHMOD IBTIHAJ ASSAKER
  4. (2014) Soft Set Approach for Decision Making in Boolean and Multi-valued Information Systems, Sani Danjuma
  5. (2014) Rough Set Approach for Data Mining, Jamal Uddin - UTHM
  6. (2014) Information Systems Development in OIC Countries, Wajdi Homaid Alquliti
  7. (2014) Data Filling of Incomplete Soft Set, Muhammad Sadiq Khan
  8. (2014) Data Clustering using Fuzzy Indiscernibility Relation, Iwan Tri Riyadi Yanto
  9. (2014) Association Rules Mining using Relative Least Support, Iyad Ahmad Izzideen Aqra
  10. (2014) Pembangunan Model Penerimaan dan Penggunaan ekhidmat Awam Berdasarkan UTAUT, MOHD KHALIT BIN OTHMAN
  11. (2013) Metaheuristics Optimization - Seal approach, Younes Saadi
  12. (2013) Information Systems - Recommender Systems, Shamsheer Jauhangeer
  13. (2013) Educational Data Mining, Ashish Dutt
  14. (2013) Data Replication in Grid Environment, Ainul Azila Che Fauzi - UMP
  15. (2013) Bio Informatics, Lee Zhong Zhen
  16. (2012) Computational Intelligence Optimization using Real-Valued Negative Selection Algorithm, Ayodele Lasisi - UTHM
  17. (2011) Soft Set Approach for Categorical Data Clustering using Dominated Relation, Suhirman Suhirman - UMP
  18. (2011) Categorical Data Clustering - Entropy-based approach, Qin Hongwu - UMP (M0100128)
  19. (2011) Categorical Data Clusring using Soft Set Approach, Rabiei Bin Mamat - UTHM (M0100133)
  20. (2007) Pembangunan Model Penerimaan dan Penggunaan e-Khidmat Awam berdasarkan UTAUT, Mohd Khalit Bin Othman
Master
  1. (2024) LONG TERM STOCK MARKET PREDICTION LEVERAGING DEEP LEARNING MODELS: THE CASE OF MALAYSIA, SAM KAR HONG
  2. (2024) CUSTOMER CHURN LIKELIHOOD PREDICTION FOR TELECOMMUNICATION SERVICES USING MACHINE LEARNING, SHAMEEN BINTI IZWAN ANTHONYSAMY
  3. (2024) COMBINING U.S MACROECONOMIC INDICATORS AND NETWORK METRICS IN PREDICTING PRICE OF ETHEREUM, MOHAMAD AZRI BIN ISMAIL
  4. (2024) PREDICTING RENTAL PRICES IN KUALA LUMPUR BASED ON MACHINE LEARNING APPROACH, ZHU YUNFENG
  5. (2024) ASPECT-BASED SENTIMENT ANALYSIS ON STEAM GAME REVIEWS LEVERAGING TRANSFORMER ARCHITECTURES, YONG TING KANG
  6. (2024) ANALYSIS OF INFLUENCING FACTORS ON LABOR FORCE TRANSFER IN EACH STATES OF MALAYSIA IN THE CONTEXT OF DIGITALIZATION OF THE ECONOMY, CHU LINZI
  7. (2024) PREDICTIVE ANALYTICS FOR SALES: A TIME SERIES APPROACH, YAP J-SHYNE
  8. (2024) ANALYSIS AND APPLICATION OF ONLINE RECRUITMENT INFORMATION BASED ON DATA MINING TECHNOLOGY, ZHANG YANYUBO
  9. (2024) CHINA A-SHARES PRICE PREDICTION USING AN ARIMA AND LS-SVM MODEL, LU CHANGHAO
  10. (2024) APPLICATION OF DEEP LEARNING IN FINANCIAL CREDIT CARD FRAUD DETECTION, QU HANLIN
  11. (2024) STOCK MARKET PREDICITON USING DEEP LEARNING TECHNIQUES, HU QIANYU
  12. (2024) RESEARCH ON CARDIAC MRI IMAGE REGISTRATION BASED ON UNSUPERVISED LEARNING, XIAO YUE
  13. (2024) TRAVEL DATA ANALYSIS AND PREDICTION BASED ON MACHINE LEARNING, CHEN YANG
  14. (2024) PREDICTING FINANCIAL RISK AND FRAUD USING MACHINE LEARNING, YANG XIAOQIAN
  15. (2024) STOCK PRICE FORECASTING FOR NEW ENERGY VEHICLES INDUSTRY BASED ON DATA MINING, WANG ZI
  16. (2024) ANALYZING ONLINE REVIEWS TO INVESTIGATE USER SATISFACTION FOR AUTOMOBILES, WANG QIONG
  17. (2024) CLOUD-BASED REAL-TIME FORECASTING OF WEEKLY ELECTRICITY ENERGY DEMAND USING MLOPS, HANIM SOFIAH BINTI SHAHROM
  18. (2024) CREDIT RISK MODELING AND SCORECARD GENERATION EXPECTED CREDIT LOSS PREDICTION BASED ON MACHINE LEARNING MODELS, XIAOFENG HE
  19. (2024) PREDICTIVE MODELING FOR BACKUP STORAGE IN ENTERPRISE CLOUD SERVICES, SHALINI A/P KAANABATHYRAO
  20. (2023) USING DATA MINING TECHNIQUE TO FORECAST THE SALES VOLUME OF E-COMMERCE PLATFORM, XIAO RUI JIE
  21. (2023) CUSTOMER BEHAVIOR ANALYSIS USING DATA MINING TECHNIQUES, CHEN YOUHUI
  22. (2023) DATA MINING FOR ANOMALY DETECTION AND TRANSACTION ANALYSIS IN BLOCKCHAIN NETWORKS, YU ZIQUN
  23. (2023) PREDICTING CUSTOMER PURCHASE BEHAVIOR IN E-COMMERCE USING DATA MINING TECHNIQUES, LAI XIAOXUAN
  24. (2023) DATA MINING-BASED MULTIDIMENSIONAL ANALYSIS OF ACADEMIC PERFORMANCE, FAMILY AND PERSONAL FACTORS, ZHENG XIN
  25. (2023) LSTM-BASED DEEP LEARNING MODELS TO PREDICT CHINESE STOCK TREND, WANG SHENGNAN
  26. (2023) ANALYZING TRENDS IN USER SOCIAL ASSESSMENT ON TWITTER USING DATA MINING TECHNIQUES, LIU MING
  27. (2023) INVESTIGATING CONSUMER PREFERENCES FOR BYD NEW ENERGY VEHICLES THROUGH SENTIMENT ANALYSIS, LIANG HUIHAO
  28. (2023) PREDICTIVE ANALYSIS OF CONSUMER BEHAVIOR IN E-COMMERCE: A STUDY OF AMAZON, DUAN YANGQI
  29. (2023) ANALYZING THE IMPACT OF TEMPERATURE PATTERNS ON RICE YIELDS: A DATA-DRIVEN STUDY, ZHANG LEPING
  30. (2023) A TAKEAWAY RECOMMENDATION SYSTEM BASED ON NEURAL NETWORKS, TU RUI
  31. (2023) DATA MINING FOR HOMESTAY FACILITY OPTIMIZATION BASED ON AIRBNB ONLINE REVIEWS COMPARED TO HOTELS, HAN XIANG
  32. (2023) CREDIT SCORING MODEL USING MACHINE LEARNING TECHNIQUE, SONG YUANYUAN
  33. (2023) MACHINE LEARNING APPROACH IN OPTIMIZING PORTFOLIOS FOR INTELLIGENT INVESTMENT, ZHANG XUAN
  34. (2023) CROSS-NATIONAL CONSUMER BEHAVIOR ANALYSIS AND BEST-SELLING PRODUCT PREDICTION: A STUDY OF E-COMMERCE SALES DATA BASED ON MACHINE LEARNING, ZHANG FEIFAN
  35. (2023) QUANTITATIVE TRADING STRATEGY DEVELOPMENT USING STATISTICAL ANALYSIS AND MACHINE LEARNING TECHNIQUES, WU YAN
  36. (2023) RESEARCH ON FINANCIAL RISK CONTROL MODEL BASED ON MACHINE LEARNING, YANG LIN
  37. (2015) An Efficient Soft Set-Based Approach for Conflict Analysis, EDI SUTOYO
  38. (2014) Decision Making of Soft Set using Ordering, Mungad Mungad
  39. (2014) Co-Occurrence of Parameters in Soft Set for Data Mining, Edi Sutoyo
  40. (2013) A Semantic Skill Matching Technique for Recruitment, NASTARAN JAMIALAHMADI
  41. (2009) Semantic Skill Matching Techniques for Job Recruitment, Nastaran Jamialahmadi

SOCIAL RESPONSIBILITY ACTIVITIES

  • Penceramah Pada Program Promosi Fsktm Universiti Malaya Bersama Kolej Matrikulasi Gambang Pahang, (20 Dec 2015 - 20 Dec 2015)
  • Committee Member Program "Bengkel Pembangunan Laman Web" Untuk Pertubuhan Baitul Ehsan, Al-Khairi & Pertubuhan Kebajikan & Bimbingan At-Taqwa, Persatuan Kebajikan Projek Iqra' Malaysia, (01 Nov 2014 - 02 Nov 2014)
  • Penceramah Jemputan Pada Program Jalinan Kerjasama Universiti Malaya Bersama Kolej Matrikulasi Selangor, (15 Feb 2014 - 15 Feb 2014)
  • Penceramah Promosi Fsktm Universiti Malaya Dengan Pusat Asasi Sains Universiti Malaya, 2013, (03 May 2013)