Curriculum Vitae

DR. NUR NASUHA BINTI MOHD DAUD

Senior Lecturer
  • Department of Software Engineering
    Faculty of Computer Science and Information Technology
  • nasuha
  • 03-76972503

BIOGRAPHY

Dr. Nur Nasuha Binti Mohd Daud is a Senior Lecturer in Software Engineering at the Faculty of Computer Science and Information Technology, University of Malaya. She obtained a Doctoral Degree in Software Engineering Tools and Methods from the University of Malaya in 2022. Her areas of research include knowledge graphs, knowledge representation, link prediction, large-scale processing, the Spark framework, Azure cloud deployment, social networks, and autonomous computing. Dr. Nasuha is also a member of the Malaysian Special Interest Group in Software Resilience, Quality, and Automation. She is dedicated to advancing her research, teaching, and learning and is always seeking new opportunities to improve and expand her skills.

ACADEMIC QUALIFICATION

  • PhD
    Universiti Malaya
  • BACHELOR OF COMPUTER SCIENCE (SOFTWARE ENGINEERING), PASS WITH HONOURS (WITH DISTINCTION), (Kejuruteraan Perisian)
    Universiti Malaya (UM)

ADMINISTRATIVE DUTIES

  • Coordinator
    28 Aug 2024 - 31 Dec 2026 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Committee Members
    01 Feb 2023 - 31 Dec 2025 (Faculty)
  • Task Force Member
    03 Mar 2023 - 04 Mar 2025 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Supervisor
    08 Oct 2024 - 01 Jan 2025 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Committee Members
    01 Jun 2024 - 31 Dec 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Programme Coordinator
    30 Sep 2024 - 31 Dec 2024 (Department)
  • Task Force Member
    01 Jan 2024 - 31 Dec 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Coordinator
    31 Jan 2023 - 01 Oct 2024 (University Malaya)
  • Coordinator
    01 Jan 2024 - 01 Sep 2024 (University Malaya)
  • Committee Members
    22 Aug 2024 - 24 Aug 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Committee Members
    06 May 2024 - 23 Jul 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Committee Members
    16 Feb 2024 - 31 Mar 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Supervisor
    06 Oct 2023 - 07 Feb 2024 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Menjalankan Fungsi Sebagai Penyelaras Program
    12 Nov 2023 - 05 Dec 2023 (Department of Software Engineering, Faculty of Computer Science and Information Technology)
  • Coordinator
    22 Nov 2023 - 24 Nov 2023 (Department)

MEMBERSHIPS

  • ACM PROFESSIONAL MEMBERSHIPS, MEMBER
    2023 to 2024 (International)

PUBLICATIONS

Article in Journal
WoS
  1. Ismail, Ahmad Muhaimin; AB Hamid, Siti Hafizah; Sani, Asmiza Abdul; Daud, Nur Nasuha Mohd (2024). Toward Reduction in False Positives Just-In-Time Software Defect Prediction Using Deep Reinforcement Learning, IEEE ACCESS. 12, 47568-47580. doi:10.1109/ACCESS.2024.3382991
  2. Ismail, Ahmad Muhaimin; Ab Hamid, Siti Hafizah; Sani, Asmiza Abdul; Daud, Nur Nasuha Mohd (2024). KCO: Balancing class distribution in just-in-time software defect prediction using kernel crossover oversampling, PLOS ONE. 19(4). doi:10.1371/journal.pone.0299585
  3. Daud, Nur Nasuha; Ab Hamid, Siti Hafizah; Saadoon, Muntadher; Seri, Chempaka; Hasan, Zati Hakim Azizul; Anuar, Nor Badrul (2022). Self-Configured Framework for scalable link prediction in twitter: Towards autonomous spark framework, KNOWLEDGE-BASED SYSTEMS. 255. doi:10.1016/j.knosys.2022.109713
  4. Saadoon, Muntadher; Ab Hamid, Siti Hafizah; Sofian, Hazrina; Altarturi, Hamza H. M.; Azizul, Zati Hakim; Nasuha, Nur (2022). Fault tolerance in big data storage and processing systems: A review on challenges and solutions, AIN SHAMS ENGINEERING JOURNAL. 13(2). doi:10.1016/j.asej.2021.06.024
  5. Saadoon, M., Ab Hamid, S. H., Sofian, H., Altarturi, H., Nasuha, N., Azizul, Z. H., . . . Asemi, A. (2021). Experimental Analysis in Hadoop MapReduce: A Closer Look at Fault Detection and Recovery Techniques. Sensors, 21(11), 18. doi: 10.3390/s21113799
  6. Daud, N. N., Hamid, S. H. A., Saadoon, M., Sahran, F., & Anuar, N. B. (2020). Applications of link prediction in social networks: A review. Journal of Network and Computer Applications, 166, 18. doi: 10.1016/j.jnca.2020.102716

RESEARCH PROJECT

National
  1. 2023 - 2025, Bantuan Khas Penyelidikan (BKP Special)
    Linkminds: Predicting Links Between Crises And Mental Well-being ( Principal Investigator(PI))
  2. 2024 - 2025, UM Living Labs @ UMSDC
    UM Atmosphera: Architectural Design and Development of a Low-Cost Sensor-Based IoT System for Microclimate and Air Quality Monitoring at Universiti Malaya ( Co-Researcher)
Private
  1. 2024 - 2025, Private Funding
    Reliable Affective Software: Overcoming Panic And Worry In English Learning Environments ( Co-Researcher)
  2. 2024 - 2025, Private Funding
    Website Development For Vision One Sdn. Bhd. ( Co-Researcher)
University
  1. 2023 - 2025, University Grant - Managed by SWRC
    Malaysia Ageing And Retirement Survey (mars) Survey System Development ( Co-Researcher)

PAPER PRESENTED

INVITED SPEAKER
  1. Scalable link prediction in Twitter using self-configured framework, 8th International Conference on Advances in Computer Science and Information Technology, ACSTY 2022 (International) (22 Jan 2022 - 23 Jan 2022)

ACADEMIC/PROF. SERVICES

Evaluation
  1. (2024) Panel Mse Proposal Defence - Meor Zaharin, University, (Reviewer)
  2. (2024) Internal Examiner for Master Dissertation Examination - Husna Fuad, University, (Internal Examiner)
  3. (2024) Panel Mse Proposal Defence - Tran Ngoc Dang, University, (Reviewer)
  4. (2024) Panel Mse Candidature Defence - Natalie, University, (Reviewer)
  5. (2024) Chair Mse Proposal Defence - Nurfatin Nabilah, University, (Reviewer)
  6. (2024) Exam Paper Moderator Semester 1 2023/2024, University, (Internal Evaluator)
  7. (2024) Panel for Wqd7002/Wqd7023 Data Science Research Project, University, (Reviewer)
  8. (2023) Peer Reviewing An Article, International, (Reviewer)
  9. (2023) Peer Reviewing a Journal, International, (Reviewer)
Contribution to event
  1. (2024) Sebagai Penceramah dan Pempamer Bagi Program Pasum Education Path Exposure, Mewakili Fakulti, University, (Panelist/Moderator)

SUPERVISION

Postgraduate Student
  1. (2024) ENHANCING SOFTWARE TESTING EFFICIENCY AND EFFECTIVENESS THROUGH QUANTUM COMPUTING, NASIB ULLAH
  2. (2024) STUDY OF CURRICULUM DEVELOPMENT AND VALIDATION FOR EASURING COMPETENCE AMONG CHINESE POLYTECHNIC TEACHERS, SONG JIAYING
  3. (2024) THE IMPACT OF TECHNOLOGY-ENHANCED SPORT EDUCATION ON ACADEMIC MOTIVATION IN PHYSICAL EDUCATION, ZHOU TONG
  4. (2024) EFFECTIVE APPROACHES TO PROMOTING TEACHER LEADERSHIP IN EFFECTIVE TEACHING AND LEARNING, WEI YANTONG
  5. (2024) A Machine Learning Predictive Model for Oral Squamous Cell Carcinoma (OSCC) Relapse, NAVENITHAMARIA A/P EIRUTHARAJAN
  6. (2024) SELF TAGGING MODEL OF METADATA ABSTRACTION FOR MUSIC REPOSITORY, RAZAILIN BINTI ABDUL RASHID
  7. (2024) Memory-Efficient Decentralized Failure Recovery in Software Defined Data Center Networks, SUHEIB ABDEL KARIM M. AL HIYARI
  8. (2023) AUTOMATED MUTATION TESTING, WONG SHI WEI
  9. (2024) Performance Monitoring Framework for Big Data Processing, YUHAO SHEN
  10. (2024) LLM-based Chatbots for Mental Health Support Especially in Major Depression Order, YUWEI GUO
  11. (2024) Scalable Knowledge Graphs Framework for Large-Scale Medical Data Management, MA LI
  12. (2024) LINKMINDS: PREDICTING LINKS BETWEEN CRISES AND MENTAL WELL-BEING, MOHAMED ABDELNASSER MOHAMED ELSAYED HASSAN
  13. (2024) DEMAND FORECASTING TECHNIQUES USING FIVE SELECTED AI ALGORITHMS AND GRAPH DATABASE UNDER SCOR MODE, LIM, TEIK HAN
  14. (2024) Dependency Management in Large-scale Software Systems, HANAN ABUD
  15. (2024) Graph-based Energy Data Model for Holistic Energy Monitoring Systems in Residential Buildings, EZLAN ZULFIQREE BIN HASHIM

PATENT/IPR

  • iRIMAU (Industrial Revolutionary Intelligent Manufacturing Agility and Unification)
    TRADE SECRET

SOCIAL RESPONSIBILITY ACTIVITIES

  • Supervised and Consulted On The Seaade 2024 Website Development and 1-Year Maintenance. Seaade is a Southeast Asia-Wide Conference That Connects Dental Education Professionals Across Multiple Countries. My Role Included Guiding The Website&Rsquo;S Functionality and Usability to Facilitate International Collaboration., (05 Jul 2024 - 27 Nov 2025) (International)
  • Act as Advisor for Greencity Ar Ipad Challenge With Uda Holdings Berhad, (01 Jan 2024 - 20 Jan 2024) (National)
  • Member of Technical Comittee, (26 Dec 2023 - 21 Apr 2024) (International)

COURSE ATTENDED

Internal / External Course
INTERNAL COURSE- ORGANIZED BY PTJ
  1. EMERALD RESEARCH AND SUPERVISION 2023, Cube Universiti Malaya (28 Feb 2023 - 02 Mar 2023)
  2. EMERALD TEACHING AND LEARNING 2023, Universiti Malaya (20 Feb 2023 - 24 Feb 2023)
  3. SPECTRUM GRADEBOOK: ASSESSMENTS AND MARKING ONLINE, Zoom (10 Aug 2023 - 10 Aug 2023)