Wan Mohd Nazmee Wan Zainon, Associate Professor Dr.

  •   Nazmee1


  • Associate Professor

    Email : This email address is being protected from spambots. You need JavaScript enabled to view it.

    Tel : +604 653 4638
    Fax : +604 653 3335
    Room : 713

    School of Computer Sciences, Universiti Sains Malaysia, 11800 USM, Pulau Pinang

    Research Cluster

    Data To Knowledge



  • Research Interest

    • Software Engineering (reuse, requirement engineering & software design pattern)
    • Multimedia Information Retrieval
    • Computer Games, Graphics & Animations
    • Big Data Analytics
    • UX Design

    Specialization

    • Visual Computing & Analytics
    • Information Visualization
    • Multimedia & Animations
    • Software Engineering (Software reuse, Requirement Engineering etc)

Qualifications

B.Comp. Sc. (Hon.), M.Sc., PhD., USM 

Interests

Discussions and applications for postgraduate research 
(in all area listed above) are welcome.

Projects

A Visual Comparison Technique for Phylogenetic Trees

A Study on ModelingNoecortex Inspired Memory System and its Neurogenetic Connections: Towards Machine Intelligence

Medical Family Tree Data Exploration Using Visual Data Mining

A New Approach for Enhancing the Retrieval of Software Design Specification

 

Publications
(Limited to the last 10 years only)

2021

A. M. Alhassan and W. M. N. W. Zainon, "Review of Feature Selection, Dimensionality Reduction and Classification for Chronic Disease Diagnosis," in IEEE Access, doi: 10.1109/ACCESS.2021.3088613

N. S. Mullah and W. M. N. W. Zainon, "Advances in Machine Learning Algorithms for Hate Speech Detection in Social Media: A Review," in IEEE Access, doi: 10.1109/ACCESS.2021.3089515

Alhassan, A.M., Zainon, W.M.N.W. Brain tumor classification in magnetic resonance image using hard swish-based RELU activation function-convolutional neural network. Neural Comput & Applic (2021). https://doi.org/10.1007/s00521-020-05671-3

Alhassan, A.M., Zainon, W.M.N.W. Atom Taylor Bird Swarm algorithm-based deep belief network for incremental classification using medical data. J Ambient Intell Human Comput (2021). https://doi.org/10.1007/s12652-021-02905-7

2020

Aminuddin, M.A.I.M., Osman, M.A., Zainon, W.M.N.W., Talib, A.Z. Location tracking and location prediction techniques for smart traveler apps (2020) Advances in Intelligent Systems and Computing, 1037, pp. 83-96. DOI: 10.1007/978-3-030-29516-5_8

A. M. Alhassan and W. M. N. W. Zainon, "BAT Algorithm With fuzzy C-Ordered Means (BAFCOM) Clustering Segmentation and Enhanced Capsule Networks (ECN) for Brain Cancer MRI Images Classification," in IEEE Access, vol. 8, pp. 201741-201751, 2020, doi: 10.1109/ACCESS.2020.3035803.

Alhassan AM, Wan Zainon WMN. Taylor Bird Swarm Algorithm Based on Deep Belief Network for Heart Disease Diagnosis. Applied Sciences. 2020; 10(18):6626. https://doi.org/10.3390/app10186626

2019

Bokhare, S.F., Zainon, W.M.N.W., Talib, A.Z. Genogram visualization using social network approach for medical family tree (2019) ACM International Conference Proceeding Series, , pp. 214-218. DOI: 10.1145/3307363.3307367

Bokhare, S.F., Zainon, W.M.N.W. A review on tools and techniques for family tree data visualization (2019) Journal of Theoretical and Applied Information Technology, 97 (1), pp. 121-132. DOI:

Adamu, A., Wan Zainon, W.M.N., Abdulrahman, S.M. Empirical investigation of UML models matching through different weight calibration (2019) ACM International Conference Proceeding Series, Part F147956, pp. 167-172. DOI: 10.1145/3316615.3316618

Syed-Mohamad, S.M., Husin, M.H., Wan Zainon, W.M.N. Visualizing test-defect coverage information to support analytical reasoning and testing (2019) ACM International Conference Proceeding Series, Part F147956, pp. 184-188. DOI: 10.1145/3316615.3316666

Jimale, A.O., Zainon, W.M.N.W., Abdullahi, L.F. Spell checker for somali language using Knuth-Morris-Pratt string matching algorithm (2019) Advances in Intelligent Systems and Computing, 843, pp. 249-256. DOI: 10.1007/978-3-319-99007-1_24

Abdulrahman, S.M., Brazdil, P., Wan Zainon, W.M.N., Adamu, A. Simplifying the algorithm selection using reduction of rankings of classification algorithms (2019) ACM International Conference Proceeding Series, Part F147956, pp. 140-148. DOI: 10.1145/3316615.3316674

Kong, F.K.M.A., Osman, M.A., Zainon, W.M.N.W., Talib, A.Z. Multi-layer mangrove species identification (2019) Advances in Intelligent Systems and Computing, 880, pp. 849-855. DOI: 10.1007/978-3-030-02686-8_63

2018

Adamu, A., Wan Zainon, W.M.N. Determining the similarity of UML-models by combining different software properties (2018) Journal of Theoretical and Applied Information Technology, 96 (11), pp. 3511-3520. DOI:

Sabriye, A.O.J., Wan Zainon, W.M.N. An approach for detecting syntax and syntactic ambiguity in software requirement specification (2018) Journal of Theoretical and Applied Information Technology, 96 (8), pp. 2275-2284. DOI:

2017

Sabriye, A.O.J., Zainon, W.M.N.W. A framework for detecting ambiguity in software requirement specification (2017) ICIT 2017 - 8th International Conference on Information Technology, Proceedings, , pp. 209-213. DOI: 10.1109/ICITECH.2017.8080002

Adamu, A., Zainon, W.M.N.W. Matching and retrieval of state machine diagrams from software repositories using Cuckoo Search Algorithm (2017) ICIT 2017 - 8th International Conference on Information Technology, Proceedings, , pp. 187-192. DOI: 10.1109/ICITECH.2017.8079998

Hui, W.P., Zainon, W.M.N.W. Software requirement reuse model based on levenshtein distances (2017) Journal of Theoretical and Applied Information Technology, 95 (12), pp. 2673-2679. DOI:

Adamu, A., Zainon, W.M.N.W. Multiview Similarity Assessment Technique of UML Diagrams (2017) Procedia Computer Science, 124, pp. 311-318. DOI: 10.1016/j.procs.2017.12.160

Adamu, A., Zainon, W.M.N.W. Similarity assessment of uml sequence diagrams using dynamic programming (2017) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10645 LNCS, pp. 270-278. DOI: 10.1007/978-3-319-70010-6_25

Hui, J.L.O., Hoon, G.K., Zainon, W.M.N.W. Effects of Word Class and Text Position in Sentiment-based News Classification (2017) Procedia Computer Science, 124, pp. 77-85. DOI: 10.1016/j.procs.2017.12.132

Long, L.K., Hui, L.C., Fook, G.Y., Zainon, W.M.N.W. A Study on the Effectiveness of Tree-Maps as Tree Visualization Techniques (2017) Procedia Computer Science, 124, pp. 108-115. DOI: 10.1016/j.procs.2017.12.136

2016

Al-Khaffaf, H.S.M., Talib, A.Z., Zainon, W.M.N.W., Osman, M.A. A framework for objective performance evaluation for digital font reconstruction (2016) Proceedings of 2016 SAI Computing Conference, SAI 2016, , pp. 369-372. DOI: 10.1109/SAI.2016.7556008

Adamu, A., Wan Zainon, W.M.N., Salami, H.O. Pre-filtering repository models (2016) 2015 9th Malaysian Software Engineering Conference, MySEC 2015, , pp. 206-211. DOI: 10.1109/MySEC.2015.7475222

Adamu, A., Zainon, W.M.N.W. A review of UML model retrieval approaches (2016) Indian Journal of Science and Technology, 9 (46), pp. -. DOI: 10.17485/ijst/2016/v9i46/106918

Adamu, A., Zainoon, W.M.N.W. A framework for enhancing the retrieval of UML diagrams (2016) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9679, pp. 384-390. DOI: 10.1007/978-3-319-35122-3_25

2015

Bokhare, S.F., Zainon, W.M.N.W. Visual information framework for medical family tree data (Genogram) (2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9429, pp. 3-13. DOI: 10.1007/978-3-319-25939-0_1

2014

Ler, S.N., Zainon, W.M.N.W. Campus mobile navigation system based on shortest-path algorithm and users collaborations (2014) Lecture Notes in Electrical Engineering, 279 LNEE, pp. 791-797. DOI: 10.1007/978-3-642-41674-3_113

Lee, G.H., Talib, A.Z., Zainon, W.M.N.W., Lim, C.K. Learning history using role-playing game (RPG) on mobile platform (2014) Lecture Notes in Electrical Engineering, 279 LNEE, pp. 729-734. DOI: 10.1007/978-3-642-41674-3_104

2013

Wan Zainon, W.Mohd.N., Talib, A.Z. Exploring medical family tree data using visual data mining (2013) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8237 LNCS, pp. 427-434. DOI: 10.1007/978-3-319-02958-0_39

Zainon, W.M.N.W., Talib, A.Z., Belaton, B. Visualizing phylogenetic trees: Algorithms and visual comparison techniques (2013) Applied Mechanics and Materials, 241-244, pp. 2807-2811. DOI: 10.4028/www.scientific.net/AMM.241-244.2807

Bokhare, S.F., Zainon, W.M.N.W., Talib, A.Z. A study on visual representation of medical family tree using genograms (2013) 2013 International Conference on Computer Graphics, Visualization, Computer Vision, and Game Technology, VisioGame 2013, , pp. 1-6. DOI:

Zainon, W.M.N.W., Talib, A.Z., Osman, M.A. Exploring the use of digital games for teaching and learning (2013) 2013 International Conference on Computer Graphics, Visualization, Computer Vision, and Game Technology, VisioGame 2013, , pp. 7-12. DOI:

2012

Mohanan, V., Budiarto, R., Wan Zainon, W.M.N. Holistic network selection for wireless mobile nodes in a 4G environment (2012) APCC 2012 - 18th Asia-Pacific Conference on Communications: "Green and Smart Communications for IT Innovation", , pp. 53-58. DOI: 10.1109/APCC.2012.6388100

Yee, C.K., Ling, C.S., Yee, W.S., Zainon, W.M.N.W. GUI design based on cognitive psychology: Theoretical, empirical and practical approaches (2012) Proceedings - 2012 8th International Conference on Computing Technology and Information Management, ICCM 2012, 2, pp. 836-841. DOI:

Shiang-Yen, T., Osman, M.A., Zainon, W.M.N.W., Talib, A.Z., Alwi, A.S. Mobile content in Malaysia: Demand and supply Investigations (2012) Advances in Information Sciences and Service Sciences, 4 (4), pp. 182-194. DOI: 10.4156/AISS.vol4.issue4.22

Supervision

Graduated

 1. Alhassan Adamu, 2017. Multi-View Retrieval of Software Design Specifications Using Similarity Assessment Approach. PhD. (Graduated with GOT)

2. Siti Fatimah Bokhare, 2018. Genogram Visualization Using Social Network Approach For Medial Family Tree. MSc. Research

3. Ali Olow Jimale, 2018. A Part of Speech Tagging Approach for Detecting Syntax and Syntactic Ambiguities In Software Requirements Specifications. MSc. Mixed-mode Dissertation

4. Chai Jian Wei, 2019. Smart Connected Mailbox System for Parcel Collection. MSc. Embedded System Design Engineering Mixed-mode Dissertation

5. Joel Goh Yie Ming, 2020.Ship Planning And Capacity Planning Dashboards, MSc Data Science Dissertation

Active Students
  1. Fakhitah Ridzuan, PhD.
    A Data Cleansing Framework for Big Data Application , 2017 - present
  2. Alhassan Afnan Mohammed A, PhD.
    Taylor-bird Swarm Optimization-based Deep Belief Network For Medical Data Classification, 2017 - present
  3. Alsharari Abdullah Sabih D, PhD.
    Requirements Change Management In Web Engineering Projects Using Agile Methods, 2017 - present
  4. Mullah Nanlir Sallau, PhD.
    Detection Of Cyber Hate In The Social Media Network Using Ensemble Approach, 2019 - present
  5. Allehaidan Ahmed Freeh M, PhD.
    Developing a Framework for the Software Testing Practice by Using Grounded Theory, 2019 - Present
  6. Abdulkadir Ahmad Madaki. MSc. (Research)
    A Visual Approach For Requirement Traceability, 2020 – present
  7. An Jieyu, PhD.
    Visual Analytics Methods for Exploring the Reviews, 2021 - present
  8. Lian Guohua
    Research on business credit analysis method based on Internet Information Mining Technology, 2021 – present

  9.  Nurol Husna Che Rose
     Design and Development of T-Way Test Suite Generator Based On Hybrid Ant Colony and Fuzzy Logic Optimization Algorithm. 2021 - present

Teaching

CSE242/ CPT243 - Software Requirement Analysis & Modeling

CPT343/CPM314 - Software Project Management, Process and Evolution

CMT223/CMM322 - Information Systems Theory and Management

CPT324 - Computer Graphics and Visual Computing

CAT200 - Integrated Software Development Workshop

CMT424 – Animation & Virtual Reality

CCS 593 - Advanced Algorithms and Complexity

CMT222/CMM321- Systems Analysis & Design

CAT 301 - Research Methods and Special Topic Study

CPT113- Programming Methodology & Data Structures

CMM111- Information Technology Concepts & Skills