RESEARCHER
RESEARCH TITLE
RESEARCHER INFO
Dr.
Muhammad Syafiq bin Mohd Pozi
UUM College of Arts and Sciences
Pengkomputeran
syafiq.pozi@uum.edu.my
049285217
View CV
RESEARCH PROFILE
Scopus
Google Scholar
ACADEMIC QUALIFICATION
1
2016, PhD Pengkomputeran Cerdas, UPM, Universiti Putra Malaysia
2
2012, Bachelor Degree with Honours Sains Komputer, K.Lumpur Infrastructure University College, Lain-Lain Kolej Persendirian
AWARD
RECOGNITION
1
SAINS KOMPUTER,Reviewer,Antarabangsa,2020
2
SAINS KOMPUTER,Program Committee Member,Antarabangsa,2020
3
SAINS KOMPUTER,Reviewer,Antarabangsa,2026
4
AHLI JAWATANKUASA,SECRETARIAT,Antarabangsa,2022
5
SAINS KOMPUTER,Publicity Co-chairs,Antarabangsa,2022
6
SAINS KOMPUTER,Reviewer,Antarabangsa,2025
7
ADVISOR,Science and Technology Advisor,Antarabangsa,2028
8
AHLI JAWATANKUASA,Ahli Jawatankuasa Teknikal,Antarabangsa,2021
9
SAINS KOMPUTER,REVIEWER,Antarabangsa,2025
10
SAINS KOMPUTER,REVIEWER,Antarabangsa,2025
11
SAINS KOMPUTER,REVIEWER,Antarabangsa,2026
12
ASSOCIATE FELLOW,Associate Research Fellow,Kebangsaan,2023
13
SAINS KOMPUTER,Penceramah Utama,Kebangsaan,2020
14
SAINS KOMPUTER,Ahli Jawatankuasa Pelaksana,Kebangsaan,2020
15
EDITOR,CHIEF EDITOR,Kebangsaan,2023
16
FELO PENYELIDIK,Data Scientist,Kebangsaan,2021
17
ADVISOR,Advisor,Universiti,2023
18
FELO PENYELIDIK,FELO PENYELIDIK,Universiti,2022
19
REVIEWER,REVIEWER,Universiti,2023
20
FELO PENYELIDIK,FELO PENYELIDIK,Universiti,2021
21
PANEL PENILAI,PENILAI,Pusat Pengajian/Jabatan,2025
22
JURI,JURI,Negeri,2021
AREA OF EXPERTISE
Machine Learning
Computational Linguistic
Soft Computing
RESEARCH AREA
Machine Learning
Imbalanced Learning
Information Retrieval
OVERVIEW
PUBLICATION CHART
LIST OF PUBLICATION
Abdul Rafiez Abdul Raziff, Dr. Muhammad Syafiq Bin Mohd Pozi, Raihani Mohamed, Anjas Asmara Samsudin, (2025). A Comparative Study of Deep Learning Models for Automated Detection of Lumpy Skin Disease (LSD) in Cattle.
Proceedings - 2025 10th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2025
, (), - .
Ume Nisa - (Matric No: 905142), Dr. Muhammad Syafiq Bin Mohd Pozi, Ts. Dr. Mohamed Ali B. Saip, (2026). A systematic image augmentation framework based on dataset limitations for small object detection .
Iran Journal of Computer Science
, 9(9), 1 - 17.
Dr. Mohamad Farhan Bin Mohamad Mohsin, Ts. Dr. Mohamed Ali B. Saip, Dr. Muhammad Syafiq Bin Mohd Pozi, Mohammad Hafiz Ismail, Mohd. Faez B Mohd Abu Bakar, (2025). Utilizing AI to Enhance Health and Productivity at Suffhil Garden Rabbit Farm: Overcoming Data Collection and Management Challenges.
Proceedings of the International Case Study Congress (ICSC) 2025
, 1(1), 53 - 63.
Ume Nisa - (Matric No: 905142), Muhammad Shirazi, Ts. Dr. Mohamed Ali B. Saip, Dr. Muhammad Syafiq Bin Mohd Pozi, (2026). Agentic AI: The age of reasoning—A review.
Journal of Automation and Intelligence
, 5(1), 69 - 89.
Dr. Muhammad Syafiq Bin Mohd Pozi, Yukinori Sato, (2025). A data-augmented model routing framework for efficient LLM deployment in edge–cloud environments.
Journal of Supercomputing
, 81(1573), 1 - 21.
Ume Nisa - (Matric No: 905142), Dr. Muhammad Syafiq Bin Mohd Pozi, Ts. Dr. Mohamed Ali B. Saip, (2025). A decade of research in small object detection: a comprehensive bibliometric analysis.
International Journal of Data Science and Analytics
, 20(8), 7331 - 7355.
Wang, Hengda - (Matric No: 905963), Dr. Mohamad Farhan Bin Mohamad Mohsin, Dr. Muhammad Syafiq Bin Mohd Pozi, Zeng Zhu - (Matric No: 834231), (2025). Incremental Beta Distribution Weighted Fuzzy C-Ordered Means Clustering.
Information
, 16(8), 1 - 26.
Nur Athirah Azhar, Dr. Muhammad Syafiq Bin Mohd Pozi, Aniza Binti Mohamed Din, Adam Jatowt, (2024). An Investigation of SMOTE Based Methods for Imbalanced Datasets with Data Complexity Analysis (Extended Abstract).
2024 IEEE 40th International Conference on Data Engineering (ICDE)
, (), 5735 - 5736.
Wang, Hengda - (Matric No: 905963), Wang, Hengda, Dr. Mohamad Farhan Bin Mohamad Mohsin, Dr. Muhammad Syafiq Bin Mohd Pozi, (2024). Beta distribution weighted fuzzy C-ordered-means clustering.
Journal of Information and Communication Technology
, 23(3), 523 - 559.
Song, Shuang - (Matric No: 906344), Dr. Muhammad Syafiq Bin Mohd Pozi, (2024). Using Causal Inference to Solve Uncertainty Issues in Dataset Shift.
17th ACM International Conference on Web Search and Data Mining
, (), 1155 - 1157.
Adam Jatowt, Marie Katsurai, Dr. Muhammad Syafiq Bin Mohd Pozi, Ricardo Campos, (2024). Special issue on selected papers from ICADL 2022.
International Journal on Digital Libraries
, 25(1), 73 - 74.
Prof. Madya Ts. Dr. Norliza Binti Katuk, Prof. Madya Ts. Dr. Mohd. Hasbullah Bin Omar, Dr. Muhammad Syafiq Bin Mohd Pozi, Chzhan Ekaterina, (2024). Data Archiving Model on Cloud for Video Surveillance Systems with Integrity Check.
9th International Conference on Computing and Informatics, ICOCI 2023
, 2001(), 30 - 43.
Ng Wan En, Dr. Muhammad Syafiq Bin Mohd Pozi, Prof. Madya Ts. Dr. Mohd. Hasbullah Bin Omar, Prof. Madya Ts. Dr. Norliza Binti Katuk, Abdul Rafiez Abdul Raziff, (2024). A Video Summarization Method for Movie Trailer-Genre Classification Based on Emotion Analysis.
9th International Conference on Computing and Informatics, ICOCI 2023
, 2001(), 209 - 220.
Ts. Dr. Noradila Binti Nordin, Dr. Muhammad Syafiq Bin Mohd Pozi, (2024). Cross-layer Based Intrusion Detection System for Wireless Sensor Networks: Challenges, Solutions, and Future Directions.
9th International Conference on Computing and Informatics, ICOCI 2023
, 2001(), 108 - 121.
Dr. Muhammad Syafiq Bin Mohd Pozi, Abdul Rafiez Bin Abdul Raziff, Dr. Hapini Bin Awang, Dr. Nur Suhaili Binti Mansor, (2023). A deep learning model to predict the health of chicken manure.
Malaysian Society of Animal Production
, (), 59 - 61.
Nur Athirah Azhar, Dr. Muhammad Syafiq Bin Mohd Pozi, Aniza Binti Mohamed Din, Adam Jatowt, (2023). An Investigation of SMOTE based Methods for Imbalanced Datasets with Data Complexity Analysis.
IEEE Transactions on Knowledge and Data Engineering
, 35(7), 6651 - 6672.
Naman Paharia, Dr. Muhammad Syafiq Bin Mohd Pozi, Adam Jatowt, (2022). Change-Oriented Summarization of Temporal Scholarly Document Collections by Semantic Evolution Analysis.
IEEE Access
, 10(0), 76401 - 76415.
Naman Paharia, Dr. Muhammad Syafiq Bin Mohd Pozi, Adam Jatowt, (2021). Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis.
2021 ACM/IEEE Joint Conference on Digital Libraries
, (), 234 - 237.
Dr. Muhammad Syafiq Bin Mohd Pozi, Muhamad Azwan Abd Rahman, Abdul Rafiez Abdul Raziff, (2021). A Malaysian Scholar Identification Model Based on Word2Vec-Based-Stylometry Computational Approach.
ICIC Express Letters, Part B: Applications
, 12(11), 1011 - 1017.
Dr. Muhammad Syafiq Bin Mohd Pozi, Nur Athirah Binti Azhar - (Matric No: 827670), Abdul Rafiez Abdul Raziff, Lina Hazmi Ajrina, (2022). SVGPM: evolving SVM decision function by using genetic programming to solve imbalanced classification problem .
Progress in Artificial Intelligence
, 11(1), 65 - 77.
Dr. Mohd Aliff Bin Mohd Nawi, Dr. Zalmizy Bin Hussin, Ren Chua Chy, Nurfatin Syahirah Binti Norsaidi - (Matric No: 826540), Dr. Muhammad Syafiq Bin Mohd Pozi, (2020). Identifying the Types of Digital Footprint Data Used to Predict Psychographic and Human Behaviour .
The 22nd International Conference on Asia-Pacific Digital Libraries
, 12504(), 287 - 296.
Dr. Muhammad Syafiq Bin Mohd Pozi, Prof. Madya Ts. Dr. Mohd. Hasbullah Bin Omar, (2020). A Kernel Density Estimation Method to Generate Synthetic Shifted Datasets in Privacy-Preserving Task.
Journal of Internet Services and Information Security
, 10(4), 70 - 89.
Prof. Madya Dr. Mohd Azrin Bin Mohd Nasir, Dr. Ros Idayuwati Binti Alaudin, Dr. Suzila Binti Ismail, Dr. Nor A'Tikah Binti Mat Ali, Dr. Farah Nadia Binti Mohd Faudzi, Dr. Noraini Binti Yusuff, Dr. Muhammad Syafiq Bin Mohd Pozi, (2020). The effectiveness of flipped classroom strategy on self-directed learning among undergraduate Mathematics students.
Practitioner Research
, 2(2), 61 - 81.
Dr. Muhammad Syafiq Bin Mohd Pozi, Adam Jatowt, Yukiko Kawai, (2020). Temporal Summarization of Scholarly Paper Collections by Semantic Change Estimation: Case Study of CORD-19 Dataset.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
, (), 459 - 460.
--Choose--, Dr. Muhammad Syafiq Bin Mohd Pozi, Adam Jatowt, (2020). A Face Recognition Module For Video Content Analysis in Malaysian Parliament Sessions.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries
, (), 533 - 534.
Dr. Muhammad Syafiq Bin Mohd Pozi, Asmidar Abu B.A. Bakar, Roslan Ismail, Salman Yussof, Fiza Abdul Rahim, Ramona Ramli, (2019). Shifting Dataset to Preserve Data Privacy.
2018 IEEE Conference on e-Learning, e-Management and e-Services
, (), 134 - 139.
Dr. Muhammad Syafiq Bin Mohd Pozi, Aida Mustapha, Anas Daud, (2013). Density Ratio Estimation in Support Vector Machine for Better Generalization: Study on Direct Marketing Prediction.
9th International Conference, MLDM 2013, New York, NY, USA, July 19-25, 2013.
, 7988(LNAI), 275 - 280.
Dr. Muhammad Syafiq Bin Mohd Pozi, Muhammad Syafiq Mohd Pozi, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal, (2015). A new classification model for a class imbalanced data set using genetic programming and support vector machines: Case study for wilt disease classification.
Remote Sensing Letters
, 6(7), 568 - 577.
RESEARCH PIE
LIST OF RESEARCH
JARINGAN MADANI: PEMBANGUNAN PUSAT PEMETAAN KEPAKARAN NASIONAL MELALUI INTEGRASI PANGKALAN DATA AKADEMIK (2025), Member, Kpt
A SMART REAL-TIME IOT BASED MONITORING SYSTEM FOR RABBIT HOUSE ENVIRONMENT THROUGH DEEP LEARNING MODELLING (2025), Member, Kpt
A NEW PADDY YIELD PREDICTION MODEL BASED ON HISTORICAL AND REAL-TIME IOT DATA WITH MACHINE LEARNING (2024), Member, Industri
A SMART CONTRACT MECHANISM BASED ON BLOCKCHAIN IN PROVIDING TRUSTWORTHY DIRECT INVESTMENT OPPORTUNITIES INTO THE KEDAH AGRICULTURE SECTOR FOR THE BENEFIT OF EXTREME POVERTY FARMERS (2024), Member, Universiti
IMAGE-BASED DATA WAREHOUSE FRAMEWORK FOR RABBIT MONITORING SYSTEM (2023), Member, Universiti
Utilizing AI to Enhance Health and Productivity at Suffhil Garden Rabbit Farm: Overcoming Data Collection and Management Challenges (2023), Member, Universiti
SOCIO-POLITICAL ANALYSIS SYSTEM (2022), Member, Industri
A METHOD TO MATCH JOB SUMMARY WITH JOB CANDIDATE'S SCHOLARLY BASED PROOF-OF-WORK (2021), Leader, Universiti
Development a Robust Real-Time Predictive Modelling of Water Pollutants using IoT Sensor Data (2021), Member, Kpt
TEMPORAL SUMMARIZATION OF SCHOLARLY PAPER COLLECTIONS BY SEMANTIC CHANGE ESTIMATION: CASE STUDY OF CORD-19 DATASET (2020), Leader, Antarabangsa
ANALISIS PERSEPADUAN INFRASTRUKTUR SOSIAL DENGAN DATA RAYA (BIG DATA) KOMUNITI DAN USAHAWAN SETEMPAT DI BUKIT KAYU HITAM, KEDAH (2019), Member, Universiti
DEVELOPMENT OF PSYCHOGRAPHIC PERSONALITY MODEL AMONG ADOLESCENTS WITH DISRUPTIVE BEHAVIOR FROM DIGITAL FOOTPRINTS (2019), Member, Kpt
A NEW INFORMATION MODEL OF STAKEHOLDERS EXPERTISE FOR STRATEGIC GROUPS IN MALAYSIAN HIGHER LEARNING EDUCATION SYSTEM AND SELECTED MEMBERS OF ASIA PACIFIC ECONOMIC REGION (APEC) (2019), Leader, Kpt
INTELLIGENT DATA FUSION REPOSITORY MODEL FOR SPATIAL-TEMPORAL ARCHIVE ON PRIVATE CLOUD (2019), Member, Kpt
CONSULTATION
Year
Title
Membership
Funder
Level
Status
INTELLECTUAL PROPERTIES
Year
Reference No
IP Type
Title of Inventor (Principal Inventor/Member)
Status of IP
2021
20210463
Patent
A METHOD FOR MEASURING JOB CAPABILITY METRIC FOR JOB SUMMARY DATA WITH JOB CANDIDATE VERIFIED PUBLICATIONS
- (
PRINCIPAL INVENTOR
)
FILED
2021
20210202
Copyright
VIDEO Identifying the Types of Digital Footprint Data to Predict Human Behaviour
- (
MEMBER
)
FILED
2020
20200104
Copyright
A Face Recognition Module for Video Content Analysis in Malaysia Parliament Sessions
- (
PRINCIPAL INVENTOR
)
FILED
2026
2026016
Copyright
UUM SpotFix
- (
PRINCIPAL INVENTOR
)
FILED
2025
2025013
Copyright
Rapid Rabbit Identification (Rapid Rabbit ID)
- (
MEMBER
)
FILED
2024
2024279
Copyright
Cloud-Based Data Archiving Model for Video Surveillance Systems
- (
MEMBER
)
FILED
UNDERGRADUATE
Course Code
Course Name
STIZK4993
Academic project ii
STINK3114
Natural language processing
STINK3114
Natural language processing
STINK3114
Natural language processing
STID1103
Computer application in management
STIN3054
Intelligent agent
STIX3912
Practicum
STIX3912
Practicum
STIN2064
Machine learning
STIS3043
Business intelligence
STIA1123
Programming 2
SKIX4912
Industrial training
STIN2064
Machine learning
STIS3123
Statistical inference
STIS3134
Numerical analysis
STIN2064
Machine learning
STIS3043
Business intelligence
STIS3134
Numerical analysis
STIN2064
Machine learning
STIS3134
Numerical analysis
STTZK3993
Academic project i
STIS3043
Business intelligence
STIS3134
Numerical analysis
STIS3134
Numerical analysis
STIZK3993
Academic project i
STINK3114
Natural language processing
SKIP2103
Advanced programming
STIX3912
Practicum
STTZK4993
Academic project ii
POSTGRADUATE
Course Code
Course Name
STIN5084
Knowledge discovery and data mining
STIN5014
Artificial intelligence
STIG5073
Natural hazard modeling
SZRZ6014
Research methodology
SUPERVISION
Matric
Name
Status
Title
826253
ALI SAMEER AHMED ALABEEJ
Completed
Sentiment Analysis Of The Malaysian People During Covid-19 Via Twitter Tweets 2021
826821
ADLINA IZNY BINTI AHMAD
Not Active
A NEW TRUST AWARE COLLABORATIVE FILTERING TECHNIQUE FOR EFFECTIVE ACADEMIC VALORIZATION MODEL WITHIN MALAYSIA HIGHER LEARNING INSTITUITIONS
827232
MOHD SAATARIE BIN MOHD SHAMSULI
Not Active
Intelligent Data Protection Repository for Spatial-Temporal Archive on Private Cloud System
827670
NUR ATHIRAH BINTI AZHAR
Completed
A K-Means Geometric Smote with Data Complexity Analysis for Imbalanced Dataset
827853
HAPINI BIN AWANG
Completed
SGHX5996 Professional Practice
829992
TAN WEI ZHE
Completed
INTELLIGENT PERSONAL FINANCE TRACKING APP FOR WEALTH MANAGEMENT
830721
ZHOU HUI
Not Active
The Impact Of The Artificial Intelligence On Learning Quality in education
831505
ZHAO, WEICHENG
Completed
UNDERSTAND WOKE AGENDA IN THE WEST THROUGH SOCIAL NETWORK SENTIMENT ANALYSIS
831915
WANG CHENBO
Not Active
Identify Trends in The Use of Big Data Tools Based on Batch, Stream, Interactive and hybrid Processing Data Analytics Techniques.
833845
MELISHA KAUR A/P NARINDER SINGH
Completed
Investigating the Most Appropriate Design Pattern for a File Encryption Tool with Biometric Authentication
905142
UME NISA
Active
Early Detection of Plant Diseases by Image Processing
905478
ZHANG, YIBO
Active
A Review on Recent Development of CNN Debugging and Pruning Methodologies
906344
SONG, SHUANG
Active
Solving Uncertainty Issues in Causal Learning Task in Visual Reasoning
906570
SONG, YU
Not Active
Time Series Symmetric Pattern Mining
907387
DANURI
Active
Sign Language Recognition for Local people in Indonesia
907598
CUI, ZHITAO
Active
Key Problems of Image Content Retrieval
905963
WANG, HENGDA
Active
IMPROVED FUZZY CLUSTERING ALGORITHM WITH ORDERED MECHANISM
906136
LI, FAN
Active
Research on Deep Learning Techniques for Task-Oriented Dialogue Systems
908664
LI, LIZHUO
Active
Application of Large-Scale Multimodal Models Based on Deep Learning for Financial Data Analysis
908735
YANG, NAN
Active
The Application of Few-Shot Learning in Multimodal Fusion