PROFESOR MADYA DR. MOHD NIZAM BIN MOHMAD KAHAR

	Contact No. : 095492108 Gender : MALE Nationality : MALAYSIA Current Positon : DS54-A-PROFESOR MADYA E-Mail : mnizam@ump.edu.my
ACADEMIC QUALIFICATION
. 2013 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), NOTTINGHAM UNIVERSITY, NOTTINGHAM, UK . 2003 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI) . 2000 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA, SKUDAI
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL ARTIFICIAL INTELLIGENCE META-HEURISTICS, NATURE INSPIRED ALGORITHM 7 TINGGI OPERATIONS RESEARCH OPTIMIZATION 10 SANGAT TINGGI OPERATIONS STRATEGY (INCLUDING TACTICAL PLANNING FOR LOGISTICS IN DEFENCE AND SECURITY SYSTEMS SUCH AS MANPOWER PLANNING, INVENTORY PLANNING, DISTRIBUTION AND ROUTING, INTELLIGENT SYSTEMS, COMPUTATION SCHEDULING 10 SANGAT TINGGI
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS Universiti Teknologi Malaysia Pembantu Penyelidik 01/03/2000 01/08/2001 Penyelidik Universiti Teknologi Malaysia Tutor 01/08/2001 01/03/2003 akademik Kolej Universiti Kejuruteraan & Teknologi Malaysia Pensyarah 01/03/2003 01/06/2005 akademik
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS 1. A NEW CLUSTERING TECHNIQUE WITH IMPROVED K-MEANS AND FUZZY-LOGIC TYPE-2 FOR CLUSTER HEAD SELECTION IN WIRELESS SENSOR NETWORKS-INTERNET OF THINGS Member 01-OCT-2023 30-SEP-2025 Sedang Berjalan 2. AN ENHANCEMENT OF MALICIOUS WEB PAGES DETECTION TECHNIQUE, WITH HETEROGENEOUS FEATURES EXTRACTION METHOD USING MACHINE LEARNING Member 01-OCT-2022 30-SEP-2024 Sedang Berjalan 3. MODELLING THE IMPACT OF COVID-19 BORDER REOPENING FOR MALAYSIA USING SIRD COMPARTMENTAL FRAMEWORK Member 07-SEP-2021 06-SEP-2023 Tamat (Perlu hantar laporan akhir) 4. MODELLING THE IMPACT OF INTERSTATES TRAVEL BAN REOPENING FOR COVID-19 OUTBREAKS Member 25-APR-2021 24-APR-2023 Selesai (Mencapai Sebahagian KPI) 5. FORMULATING THE COMPARTMENTAL-SYSTEM DYNAMIC MODEL FOR PREVENTION AND CONTROLLING THE COVID19 OUTBREAK IN MALAYSIA Member 23-DEC-2020 22-DEC-2022 Tamat (Perlu hantar laporan akhir) 6. TRUST-BASED COLD DECK IMPUTATION USING MULTIPLE WEB DONORS FOR MISSING VALUES PROBLEM Member 15-OCT-2020 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 7. DESIGN A NONLINEAR LOCAL COLOUR CONSTANCY ALGORITHM MODEL Member 15-NOV-2019 14-FEB-2022 Tamat (Perlu hantar laporan akhir) 8. An Evolutionary Diversification-based Learning Algorithm for Model Calibration in Large-Scale Metabolic Systems Member 15-NOV-2019 14-FEB-2022 Selesai (Tidak Mencapai KPI) 9. META -HEURISTIC APPROACH TO SOLVE UNRELATED PARALLEL MACHINE SCHEDULING PROBLEM UPMR Leader 15-OCT-2019 14-OCT-2022 Tamat (Perlu hantar laporan akhir) 10. Formulation of an enhanced particle swarm optimization for a video tracking system Member 01-SEP-2019 31-AUG-2021 Tamat (Perlu hantar laporan akhir) 11. Formulating a multi-objective optimization control model of hybrid vehicles to enhance fuel economy using combustion and regenerative brake power Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 12. Convolutional Neural Networks Based Model for Contact Lens Iris Biometric Spoofing Detection in Mobile Application Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 13. A New Chaotic Genetic Algorithm for Optimal Positioning of UAV Enable Wireless Sensor Network in Observatory Data Collection Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 14. A New Formulation of Framework for Designing Augmented Reality Applications in STEM Education Member 01-SEP-2019 31-MAY-2022 Selesai (Mencapai Semua KPI) 15. GENE REGULATORY NETWORK CONSTRUCTION OF OVARIAN CANCER BASED ON PASSING ATTRIBUTES BETWEEN NETWORK FOR DATA ASSIMILATION Member 15-AUG-2019 14-NOV-2021 Selesai (Mencapai Semua KPI) 16. DEVELOPING A TRIP PLANNING MODEL FOR MINIMIZING TRAVEL DISTANCE AND MAXIMIZING PLACES OF INTEREST USING TRAVELLING SALESMAN PROBLEM AND MOBILE APPLICATION Member 25-JUN-2019 17-SEP-2020 Selesai (Mencapai Semua KPI) 17. INTERFERENCE MITIGATION TECHNIQUES FOR LONG RANGE LOW POWER (IEEE 802.11 AH) WIRELESS NETWORK Leader 15-MAR-2019 14-MAR-2021 Tamat (Perlu hantar laporan akhir) 18. THE NETWORK INTRUSION DETECTION SYSTEM IN CLOUD COMPUTING USING WHALE OPTIMIZATION ALGORITHM AND ARTIFICIAL NEURAL NETWORK Leader 15-MAR-2019 14-MAR-2021 Tamat (Perlu hantar laporan akhir) 19. SOLVING COMBINATORIAL OPTIMIZATION PROBLEM VIA HARMONY SEARCH ALGORITHM & BAP AS CASE STUDIES Leader 15-MAR-2019 14-MAR-2021 Tamat (Perlu hantar laporan akhir) 20. PROACTIVE MODEL OF MALICIOUS JAVA SCRIPT CODE DETECTION IN WEB PAGES USING HEURISTIC METHOD Leader 15-MAR-2019 14-MAR-2021 Tamat (Perlu hantar laporan akhir) 21. Bipartite Fuzzy Granular Model for an Intelligent System: New Concepts of Pseudo-Dynamic Constraint and Context Mapping Member 01-JAN-2019 30-SEP-2022 Selesai (Tidak Mencapai KPI) 22. A Dynamic Step-counting Hill Climbing Algorithm for Optimal Routing System Leader 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI) 23. ALARMING ASSISTIVE TECHNOLOGY: VITAL SIGN MONITORING IN STROKE REHABILITATION Member 15-JUN-2018 14-SEP-2020 Selesai (Tidak Mencapai KPI) 24. FORMULATION OF HYBRID OPTIMIZATION ALGORITHMS WITH REAL-WORLD OPTIMIZATION APPLICATIONS Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Sebahagian KPI) 25. FUZZY RULES-BASED INVESTIGATION MODEL FOR THE DETECTION OF CYBERCRIMES AND FINANCIAL FRAUDS Member 15-APR-2018 01-NOV-2018 Diberhentikan/Ditamatkan 26. A COOPERATIVE CO-EVOLUTIONARY ALGORITHM FOR FUZZY MODELLING IN CANCER CLASSIFICATION Member 01-APR-2018 30-JUN-2020 Selesai (Mencapai Semua KPI) 27. A new approach in particle swarm optimization algorithm for optimal search solution in a video tracking system Member 05-OCT-2017 04-OCT-2019 Tamat (Perlu hantar laporan akhir) 28. Solving Universiti Malaysia Pahang Examination Invigilators scheduling problem using step-counting Hill climbing Leader 30-JUN-2017 29-JUN-2019 Tamat (Perlu hantar laporan akhir) 29. An improved step-counting hill climbing algorithm in vehicle routing problem Leader 15-JUN-2017 16-JUN-2019 Tamat (Perlu hantar laporan akhir) 30. HYBRID LTE-VANETS BASED REAL-TIME VIDEO DISSEMINATION IN MULTIMEDIA VANETS Leader 01-MAR-2017 28-FEB-2018 Tamat (Perlu hantar laporan akhir) 31. Examination Timetabling With Partial Exam Assignment Approach Leader 01-MAR-2017 01-MAR-2019 Tamat (Perlu hantar laporan akhir) 32. Computational Intelligence Techniques for Gold Price Forecasting Member 25-DEC-2014 24-DEC-2016 Tamat (Tutup Projek) 33. Analysis and Optimization of Examination Timeline Problems based on Partial Graph Heuristics Algorithm Leader 25-NOV-2014 24-NOV-2016 Tamat (Perlu hantar laporan akhir) 34. Development of African Buffalo Optimization and Its Application to Solving Urban Transport Problems Leader 25-OCT-2014 24-OCT-2017 Tamat (Perlu hantar laporan akhir) 35. A Study of Examination Timetable Problem on Overall Satisfaction Open Implementing Open Registration in UMP Leader 25-JUN-2014 24-JUN-2016 Tamat (Tutup Projek) 36. Modelling of Oil Waste Production based on Vehicle Services Information Member 15-MAR-2014 14-MAR-2016 Tamat (Perlu hantar laporan akhir) 37. Requirement Elicitation and Traceability Matric for University Malaysia Pahang Open Registration (OR) Timetabling System Member 01-DEC-2013 30-NOV-2015 Tamat (Perlu hantar laporan akhir) 38. Musk Lime Clarification Base on Color Image Processing Leader 01-DEC-2013 30-NOV-2015 Tamat (Perlu hantar laporan akhir) 39. Automated Suspicious Activities Detection System using Object Movement Detection Member 01-DEC-2013 30-NOV-2014 Tamat (Perlu hantar laporan akhir) 40. Hybridisation of Great Deluge Alrogithm with Graph Heuristics to Solve Capacitated Examination Timetabling Problem Leader 01-DEC-2013 31-MAY-2015 Tamat (Perlu hantar laporan akhir) 41. Dynamic Vehicle Routing Plan (VRP) Based on Actual Waste Produced by Service Center using Intelligent Technique Member 01-DEC-2013 30-NOV-2014 Tamat (Perlu hantar laporan akhir) 42. Multimodal Biometrics System: Fusion of Face and Dynamic Signature at Feature Level for Authentication System Member 25-JUN-2013 24-DEC-2015 Tamat (Tutup Projek) 43. Development of Dynamic Modeling Simulator Based on Kinetic Model of Escherichia Coli Central Carbon Metabolism Member 15-DEC-2012 14-SEP-2015 Tamat (Perlu hantar laporan akhir) 44. Modelling And Simulation For Quick Steam Food Processing In Vending Machine Member 04-JAN-2007 30-MAR-2008 Selesai (Mencapai Semua KPI) 45. Using Expert System In KUKTEM Timetabling Module. Leader 04-DEC-2005 11-APR-2006 Selesai (Mencapai Semua KPI) 46. Optimization of Short-patch Distillation of Ginger Extraction Pilot Plant (GEPP) Process Using Multivariate Statistical Process Control (MSPC). Member 01-NOV-2005 31-OCT-2006 Selesai (Mencapai Semua KPI) 47. Defect Inspection System On Textile Web. Member 15-JUL-2005 14-JUL-2006 Selesai (Mencapai Semua KPI) 48. Car Entering System Using Car Plate Recognition. Member 01-JAN-2005 31-DEC-2005 Selesai (Mencapai Semua KPI) 49. Finger Print For Password Security. Member 01-JAN-2005 31-DEC-2005 Selesai (Mencapai Semua KPI)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION CONFERENCE PAPER Applying Bayesian probability for Android malware detection using permission features 24/08/2021 100 JOURNAL A Bayesian probability model for Android malware detection 21/09/2021 100 JOURNAL Towards a systematic description of the field using bibliometric analysis: malware evolution 09/02/2021 100 - Main Supervisor CONFERENCE PAPER Solving examination timetabling problem using partial exam assignment with great deluge algorithm 21/04/2018 CONFERENCE PAPER Training LSSVM with GWO for price forecasting 15/06/2018 JOURNAL Swarm Intelligence Optimization Algorithms: A Review 29/01/2018 CONFERENCE PAPER The importance of monitoring cloud computing: An intensive review 05/11/2017 JOURNAL A Comparative Study of Neural Networks Methods and the African Buffalo Optimization for the Travelling Salesman’s Problems 01/11/2017 JOURNAL A comparative evaluation of swarm intelligence techniques for solving combinatorial optimization problems 24/05/2017 JOURNAL Parameters-tuning of PID controller for automatic voltage regulators using the African buffalo optimization 25/04/2017 JOURNAL Performance Analyses of Nature-inspired Algorithms on the Traveling Salesman’s Problems for Strategic Management 27/06/2017 JOURNAL Tutorials On African Buffalo Optimization For Solving The Travelling Salesman Problem 01/01/2017 CONFERENCE PAPER African buffalo optimization approach to the design of PID controller in automatic voltage regulator system 30/09/2016 JOURNAL African Buffalo Optimization and The Randomized Insertion Algorithm For The Asymmetric TSP 31/05/2016 JOURNAL Convergence analysis of the African buffalo optimization algorithm 01/01/2016 JOURNAL Partial Graph Heuristic With Hill Climbing For Examination Timetabling Problem 20/06/2016 JOURNAL Solving the traveling Salesman's problem using the African Buffalo optimization 01/01/2016 BOOKS Heuristic approaches for real world examination timetabling problems 15/03/2015 CONFERENCE PAPER A comparative study of African buffalo optimization and randomized insertion algorithm for asymmetric travelling salesman's problem 15/08/2015 CONFERENCE PAPER AFRICAN BUFFALO OPTIMIZATION (ABO): A NEW METAheuristics Algorithm 01/01/2015 CONFERENCE PAPER Combination of graph heuristic with hill climbing search for solving capacitated examination timetabling problem 19/08/2015 CONFERENCE PAPER LS-SVM hyper-parameters optimization based on GWO algorithm for time series forecasting 15/08/2015 CONFERENCE PAPER Solving examination timetabling problem using partial exam assignment with hill climbing search 12/04/2015 JOURNAL A great deluge algorithm for a real-world examination timetabling problem 01/01/2015 JOURNAL African buffalo optimization (ABO): a new meta-heuristic algorithm 01/04/2015 JOURNAL African buffalo optimization: a swarm-intelligence technique 01/01/2015 JOURNAL Numerical function optimization solutions using the African buffalo optimization algorithm (ABO) 01/01/2015 JOURNAL Universiti Malaysia Pahang examination timetabling problem: scheduling invigilators 01/02/2014 JOURNAL The examination timetabling problem at Universiti Malaysia Pahang: Comparison of a constructive heuristic with an existing software solution 01/12/2010 EDITORIAL ACTIVITITIES BOOKS The 5th International Conference on Software Engineering & Computer Systems 01/01/2017 50% CO-EDITOR BOOKS CAIC Series: monograf siri 2/2018 01/01/2014 100% EDITORIAL BOARD