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Curriculum Vitae


MAKLUMAT ASAS

DR. MOHD.NOR AKMAL BIN KHALID

PENSYARAH UNIVERSITI
PUSAT KAJIAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
akmal@ukm.edu.my
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

Mohd Nor Akmal Khalid ialah pensyarah kanan Fakulti Sains dan Teknologi Maklumat dan ahli Pusat Teknologi Kepintaran Buatan (CAIT) di Universiti Kebangsaan Malaysia. Beliau menganugerahkan B. Comp. Sc. (Hons), MSc., dan Ph.D. ijazah dari Universiti Sains Malaysia pada 2013, 2015, dan 2018, masing-masing. Beliau sebelum ini bekerja sebagai penolong profesor (atau pensyarah) di School of Information Science, Japan Advanced Institute of Science and Technology (JAIST), Nomi, Jepun, sementara juga berkhidmat sebagai ahli Pusat Penyelidikan Sains Hiburan (2019- -2020), dan ahli Pusat Penyelidikan Antarabangsa untuk Kecerdasan Buatan dan Sains Hiburan (2022--2023). Kepakarannya terletak dalam kecerdasan buatan, permainan, pemodelan, simulasi, analitik data dan pengoptimuman. Bidang pengajiannya merangkumi bidang penyelidikan operasi, reka bentuk permainan teori, pengurusan risiko, dan pengoptimuman proses. Topik minatnya termasuk tetapi tidak terhad kepada, teknik carian pintar dan evolusi, sokongan keputusan dan sistem berasaskan pengetahuan, pemodelan orang ramai & perancangan laluan pemindahan (ERP), teori penghalusan permainan, model motion in mind, ejen AI dalam reka bentuk permainan dan pembangunan, masalah ketidakseimbangan data, dan analisis siri masa.
Mohd Nor Akmal Khalid is a senior lecturer at the Faculty of Information Science and Technology and a Center for Artificial Intelligence Technology (CAIT) member at Universiti Kebangsaan Malaysia. He conferred his B. Comp. Sc. (Hons), MSc., and Ph.D. degrees from the Universiti Sains Malaysia in 2013, 2015, and 2018, respectively. He was previously employed as an assistant professor (or lecturer) at the School of Information Science, Japan Advanced Institute of Science and Technology (JAIST), Nomi, Japan, while also serving as a member of the Research Center for Entertainment Science (2019--2020), and a member of the International Research Center for Artificial Intelligence and Entertainment Science (2022--2023). His expertise lies in artificial intelligence, games, modeling, simulation, data analytics, and optimization. His field of studies spanned the fields of operational research, theoretical game design, risk management, and process optimization. His topics of interest include but are not limited to, intelligent and evolutionary search techniques, decision-support and knowledge-based systems, crowd modeling & evacuation route planning (ERP), game refinement theory, motion in mind model, AI agent in game design and development, data imbalance problems, and time-series analysis.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
PERKOMPUTERAN BEREVOLUSI , Doktor Falsafah , UNIVERSITI SAINS MALAYSIA , 2018
PERKOMPUTERAN BEREVOLUSI , Sarjana , UNIVERSITI SAINS MALAYSIA , 2015
SISTEM CERDAS , Sarjana Muda dengan Kepujian , UNIVERSITI SAINS MALAYSIA , 2013
KEPAKARAN / EXPERTISE
ARTIFICIAL INTELLIGENCE - ARTIFICIAL INTELLIGENCE (Scheduling, Optimization, Route Planning)
INFORMATION AND COMMUNICATION TECHNOLOGY - MULTIMEDIA (Game Informatics, Game Design, Game Analytics)
INFORMATION SYSTEM - ANALYSIS AND DESIGN (Intelligent System, Simulation and Modeling)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Fadilla Atyka Nor Rashid, Mohd Nor Akmal Khalid, Fazlina Mohd Ali.  (2024).  Exploring Authentication Paradigms In The Internet Of Things: A Comprehensive Scoping Review.  - Symmetry.  1-32. 

Penerbitan SCOPUS/ERA

Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Fadilla Atyka Nor Rashid, Mohd Nor Akmal Khalid, Fazlina Mohd Ali.  (2024).  Exploring Authentication Paradigms In The Internet Of Things: A Comprehensive Scoping Review.  - Symmetry.  1-32. 
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

A Modified Liquid Neural Network Architecture for Iterative Design Optimization , Ketua Projek , 01-11-2024 sehingga 31-10-2026 , Antarabangsa
Human-Machine Collaborative Framework Using Generative Adversarial Network and Map-Elites for a Creativity-Based Learning , Ketua Projek , 01-08-2024 sehingga 31-07-2027 , Kebangsaan
Enhancing Braille Literacy through Novel Interactive Features: A Multidisciplinary Approach to Improve User Engagement in Braille Learning Devices , Penyelidik Bersama , 24-12-2024 sehingga 23-06-2026 , Kebangsaan
INTERVENSI ICT (AI) UNTUK KOMUNITI GURU SEKOLAH DALAM PERSEKITARAN PENGAJARAN DAN PEMBELAJARAN (PDP) DIGITAL , Penyelidik Bersama , 15-11-2024 sehingga 14-11-2025 , Universiti
Swarm-Based-Enhanced Hyperparameter Optimization for Advancing Random Forest Model in Healthcare Patient Prioritization , Penyelidik Bersama , 01-08-2024 sehingga 31-07-2027 , Kebangsaan
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

AQWAM HARISH AIMAN, Sarjana

Pelajar Doktor Falsafah

YU XIONG, Doktor Falsafah
INTEGRATING ADAPTIVE RADIO RESOURCE ALLOCATION AND ENERGY HARVESTING TECHNIQUE FOR FUTURE GREEN COMMUNICATION SYSTEMS, SAADEDDIN A. M. HROUB, Doktor Falsafah
NAJWA BINTI ABD GHAFAR, Doktor Falsafah
RANGKA KERJA PERMAINAN PEMBELAJARAN DIGITAL UNTUK KEMAHIRAN LITERASI BAHASA MELAYU KAWALAN KANDUNGAN DAN PEMBELAJARAN ADAPTIF, NUR ATIQAH BINTI ZAINI, Doktor Falsafah
ALGORITMA KAWANAN KUCING PASIR BERASASKAN HIPERBOLIK UNTUK MASALAH PENGOPTIMUMAN PELBAGAI OBJEKTIF PENJADUALAN KERJA FLEKSIBEL, WIRAWATI DEWI BINTI AHMAD, Doktor Falsafah
OMAR HAMMAD JASIM, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

Information Systems Project Success Surveys: Insights from the last 30 years , 14-01-2024 sehingga 04-02-2024 , Antarabangsa
Analysis of music retrieval taking into account weighted comprehensive matching knowledge recognition algorithm , 28-01-2024 sehingga 17-02-2024 , Antarabangsa
User Performance and Engagement in Multiuser Gaming Environments: An experimental Investigation through the Group Eye Tracking (GET) Paradigm , 29-02-2024 sehingga 21-03-2024 , Antarabangsa
How environmental perception affects players in-game behaviors: Towards developing games in compliance withSustainable Development Goals , 15-03-2024 sehingga 06-04-2024 , Antarabangsa
Framework for Designing Reinforcement Learning Agents with Dynamic Difficulty Adjustment , 26-03-2024 sehingga 16-04-2024 , Antarabangsa
Creative Novice Coder Cup , 09-02-2024 sehingga 21-02-2024 , Kebangsaan
Malaysian Association For Information Systems , 31-03-2024 sehingga 30-03-2025 , Kebangsaan
Steering Committee , 20-02-2024 sehingga 31-12-2024 , Kebangsaan
Association for the Advancement of Artificial Intelligence , 23-03-2024 sehingga 23-03-2025 , Antarabangsa
Improved A* Algorithm Incorporating RRT* Thought: A Path Planning Algorithm for AGV in Digitalised Workshops , 11-03-2024 sehingga 11-05-2024 , Antarabangsa
Improved Non-Player Character (NPC) Behavior using Evolutionary Algorithm - A Systematic Review , 24-04-2024 sehingga 15-05-2024 , Antarabangsa
Impact of the Virtual Teams Effectiveness in Massively Multiplayer Online Game , 14-07-2024 sehingga 04-08-2024 , Antarabangsa
MUH: Maximum-Uncertainty-Heuristic Method of Modeling Belief Function , 09-05-2024 sehingga 28-06-2024 , Antarabangsa
Research on the Design of Online Gamified Tourism Education Activities Based on Moodle Platform , 04-06-2024 sehingga 15-06-2024 , Antarabangsa
Minecraft Tunnel for Covert Communications , 28-06-2024 sehingga 19-07-2024 , Antarabangsa
Benchmarking Reinforcement Learning Algorithms in First Person Shooter Games Using VizDoom , 28-06-2024 sehingga 19-07-2024 , Antarabangsa
Improved Non-Player Character (NPC) Behavior using Evolutionary Algorithm: A Systematic Review , 15-07-2024 sehingga 31-07-2024 , Antarabangsa
Implicit Coordination Dynamics: A Synchrony-based Study on Team Positioning and Performance in Competitive Dota 2 , 16-05-2024 sehingga 09-06-2024 , Antarabangsa
Implicit Coordination Dynamics: A Synchrony-based Study on Team Positioning and Performance in Competitive Dota 2 , 16-05-2024 sehingga 09-06-2024 , Antarabangsa
WemiEnv: An Open-source Reinforcement Learning Platform for WeChat Mini-Games , 23-07-2024 sehingga 07-08-2024 , Antarabangsa
Detecting information behavior patterns of multiple subjects in tax-related emergency events , 18-06-2024 sehingga 14-07-2024 , Antarabangsa
Impact of Economic and Socio-Political Risk Factors on Sovereign Credit Ratings , 17-07-2024 sehingga 01-08-2024 , Antarabangsa
The Effect of Perceiving Others' Emotions on Game Experience in Multiplayer Games , 01-08-2024 sehingga 17-08-2024 , Antarabangsa
Personalizing Game Difficulty through Chat-Based Estimation of Player Win Expectancy , 18-06-2024 sehingga 30-06-2024 , Antarabangsa
Real-time analysis system for sport event results: used to assist in watching and understanding sports events , 13-06-2024 sehingga 23-06-2024 , Antarabangsa
Academic Collaboration Advisor , 20-05-2024 sehingga 31-05-2026 , Antarabangsa
Application of Machine Learning and Artificial Intelligence in Detecting SQL Injection Attacks , 06-08-2024 sehingga 14-08-2024 , Kebangsaan
kXpert Profiling Framework: Expertise Finder in Expert System using Unsupervised Keyword Extraction , 21-08-2024 sehingga 24-08-2024 , Kebangsaan
MSAN: Multi-Scale Adaptive Network Guided by Human Attention for Accident Prediction , 01-08-2024 sehingga 03-08-2024 , Antarabangsa
Transfer Line Balancing Problem: A Comprehensive Review, Classification, and Research Avenues , 06-08-2024 sehingga 03-10-2024 , Antarabangsa
Balancing human-robot collaborative assembly lines - a constraint programming approach , 06-08-2024 sehingga 03-10-2024 , Antarabangsa
An automatic flood escape route identification method for existing underground spaces: From the perspective of multi-objective trade-offs , 14-10-2024 sehingga 14-12-2024 , Antarabangsa
The Enduring Appeal of Mahjong - Navigating the Challenges of AI Integration , 26-09-2024 sehingga 19-10-2024 , Antarabangsa
Revolutionizing Video Game Modeling with AI-driven Autonomous Design , 06-12-2024 sehingga 27-12-2024 , Antarabangsa
A modular framework for automated evaluation of procedural content generation in serious games with deep reinforcement learning agents , 25-10-2024 sehingga 20-11-2024 , Antarabangsa
The Significance of Artificial Intelligence in Healthcare Technology Management for Organizational Engagement , 10-11-2024 sehingga 24-11-2024 , Antarabangsa

Khidmat Dalam

JAWATANKUASA PENILAI APEL (C), FAKULTI TEKNOLOGI DAN SAINS MAKLUMAT (FTSM) , 01-11-2024 sehingga 31-10-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kem Komputeran FTSM 2023 , 18-12-2023 sehingga 21-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Penganjuran Hari Anugerah & Penghargaan FTSM Sesi 2022/2023 , 15-12-2023 sehingga 15-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Perancangan Penyelidikan dan Inovasi (JPPI) , 28-11-2023 sehingga 27-11-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Program Sarjana , 01-11-2023 sehingga 31-10-2026 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Program Sarjana Kecerdasan Buatan , 01-11-2023 sehingga 31-10-2026 , Fakulti / Institut / Pusat Perkhidmatan
MAW@FTSM Sesi Akademik 2024/2025 , 30-09-2024 sehingga 30-09-2024 , Fakulti / Institut / Pusat Perkhidmatan
PAMERAN P&I DAN SHOWCASE , 09-10-2024 sehingga 09-10-2024 , Fakulti / Institut / Pusat Perkhidmatan
Special Interest Group (SIG) FTSM , 01-11-2023 sehingga 31-05-2026 , Fakulti / Institut / Pusat Perkhidmatan