Publications

Muhammad Syafiq Mohd Pozi (2026). A Method for Measuring Job Capability Metric for Job Summary Data with Job Candidate Verified Publications.

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Ume Nisa, Muhammad Shirazi, Mohamed Ali Saip, Muhammad Syafiq Mohd Pozi (2026). Agentic AI: The age of reasoning—A review. Journal of Automation and Intelligence.

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Ume Nisa, Muhammad Syafiq Mohd Pozi, Mohamed Ali Saip (2026). A systematic image augmentation framework based on dataset limitations for small object detection. Iran Journal of Computer Science.

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Ume Nisa, Muhammad Syafiq Mohd Pozi, Mohamed Ali Saip (2025). A decade of research in small object detection: a comprehensive bibliometric analysis. International Journal of Data Science and Analytics.

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Mohamad Farhan Mohamad Mohsin, Mohamed Ali Saip, Muhammad Syafiq Mohd Pozi, Mohammad Hafiz Ismail, Mohd Faez Mohd Abu Bakar (2025). Utilizing AI to Enhance Health and Productivity at Suffhil Garden Rabbit Farm: Overcoming Data Collection and Management Challenges.

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Hengda Wang, Mohamad Farhan Mohamad Mohsin, Muhammad Syafiq Mohd Pozi, Zhu Zeng (2025). Incremental Beta Distribution Weighted Fuzzy C-Ordered Means Clustering. Information (Switzerland).

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Muhammad Syafiq Mohd Pozi, Yukinori Sato (2025). A data-augmented model routing framework for efficient LLM deployment in edge--cloud environments. Journal of Supercomputing.

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Abdul Rafiez Abdul Raziff, Muhammad Syafiq 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. 2025 10th International Conference on Information and Communication Technology for the Muslim World (ICT4M).

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Adam Jatowt, Marie Katsurai, Muhammad Syafiq Mohd Pozi, Ricardo Campos (2024). Special issue on selected papers from ICADL 2022. International Journal on Digital Libraries.

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Danuri Danuri, Muhammad Syafiq Mohd Pozi (2024). Machine Learning Approaches for Fish Pond Water Quality Classification: Random Forest, Gaussian Naive Bayes, and Decision Tree Comparison. EAI.

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Song Shuang, Muhammad Syafiq Mohd Pozi (2024). Using Causal Inference to Solve Uncertainty Issues in Dataset Shift. Proceedings of the 17th ACM International Conference on Web Search and Data Mining.

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Norliza Katuk, Mohd Hasbullah Omar, Muhammad Syafiq Mohd Pozi, Ekaterina Chzhan (2024). Data Archiving Model on Cloud for Video Surveillance Systems with Integrity Check. Communications in Computer and Information Science.

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Noradila Nordin, Muhammad Syafiq Mohd Pozi (2024). Cross-layer Based Intrusion Detection System for Wireless Sensor Networks: Challenges, Solutions, and Future Directions. Communications in Computer and Information Science.

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Wang Hengda, Mohamad Farhan Mohamad Mohsin, Muhammad Syafiq Mohd Pozi (2024). Beta Distribution Weighted Fuzzy C-Ordered-Means Clustering. Journal of Information and Communication Technology.

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Nur Athirah Azhar, Muhammad Syafiq Mohd Pozi, Aniza 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).

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Wan En Ng, Muhammad Syafiq Mohd Pozi, Mohd Hasbullah Omar, Norliza Katuk, Abdul Rafiez Abdul Raziff (2024). A Video Summarization Method for Movie Trailer-Genre Classification Based on Emotion Analysis. Communications in Computer and Information Science.

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Muhammad Syafiq Mohd Pozi, Yukinori Sato (2024). A Case for Deploying Dynamic Neural Network on Edge-Cloud Continuum Environment. 2024 IEEE International Conference on Edge Computing and Communications (EDGE).

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Muhammad Syafiq Mohd Pozi, Abdul Rafiez Abdul Raziff, Hapini Awang, Nur Suhaili Mansor (2023). A Deep Learning Model to Predict the Health of Chicken Manure. Malaysian Society of Animal Production.

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Nur Athirah Azhar, Muhammad Syafiq Mohd Pozi, Aniza 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.

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Muhammad Syafiq Mohd Pozi, Nur Athirah Azhar, 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.

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Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt (2022). Change-Oriented Summarization of Temporal Scholarly Document Collections by Semantic Evolution Analysis. IEEE Access.

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Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt (2021). Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis. 2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL).

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Muhammad Syafiq Mohd Pozi, Muhamad Azwan Abd Rahman, Abdul Raziff Abdul Rafiez (2021). A Malaysian scholar identification model based on word2vec-based-stylometry computational approach. ICIC Express Letters, Part B: Applications.

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Muhammad Syafiq 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 in 2020.

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Aliff Nawi, Zalmizy Hussin, Chua Chy Ren, Nurfatin Syahirah Norsaidi, Muhammad Syafiq Mohd Pozi (2020). Identifying the types of digital footprint data used to predict psychographic and human behaviour. Digital Libraries at Times of Massive Societal Transition: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Kyoto, Japan, November 30–December 1, 2020, Proceedings 22.

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Muhammad Syafiq Mohd Pozi, Hasbullah Omar (2020). A Kernel Density Estimation Method to Generate Synthetic Shifted Datasets in Privacy-Preserving Task. Journal of Internet Services and Information Security.

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Ng Wan En, Muhammad Syafiq 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 in 2020.

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Yuanyuan Wang, Panote Siriaraya, Muhammad Syafiq Mohd Pozi, Yukiko Kawai, Adam Jatowt (2018). Towards Understanding Cross-Cultural Crowd Sentiment Using Social Media. Transforming Digital Worlds: 13th International Conference, iConference 2018, Sheffield, UK, March 25-28, 2018, Proceedings 13.

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Muhammad Syafiq Mohd Pozi, Asmidar Abu Bakar, Roslan Ismail, Salman Yussof, Fiza Abdul Rahim, Ramona Ramli (2018). Shifting Dataset to Preserve Data Privacy. 2018 IEEE Conference on e-Learning, e-Management and e-Services (IC3e).

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Muhammad Syafiq Mohd Pozi, Gopinath Muruti, Asmidar Abu Bakar, Adam Jatowt, Yukiko Kawai (2018). Preserving author editing history using blockchain technology. Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries.

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Muhammad Syafiq Mohd Pozi, Yuanyuan Wang, Panote Siriaraya, Yukiko Kawai, Adam Jatowt (2018). Predicting next visited country of twitter users. Information Retrieval Technology: 14th Asia Information Retrieval Societies Conference, AIRS 2018, Taipei, Taiwan, November 28-30, 2018, Proceedings 14.

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Yuanyuan Wang, Muhammad Syafiq Mohd Pozi, Panote Siriaraya, Yukiko Kawai, Adam Jatowt (2018). Locations & Languages. Proceedings of the 10th ACM Conference on Web Science.

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Yuanyuan Wang, Muhammad Syafiq Mohd Pozi, Goki Yasui, Yukiko Kawai, Kazutoshi Sumiya, Toyokazu Akiyama (2017). Visualization of spatio-temporal events in geo-tagged social media. Web and Wireless Geographical Information Systems: 15th International Symposium, W2GIS 2017, Shanghai, China, May 8-9, 2017, Proceedings 15.

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Muhammad Syafiq Mohd Pozi, Yukiko Kawai, Adam Jatowt, Toyokazu Akiyama (2017). Sketching linguistic borders: Mobility analysis on multilingual microbloggers. Proceedings of the 26th International Conference on World Wide Web Companion.

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Abdul Rafiez Abdul Raziff, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal, Muhammad Syafiq Mohd Pozi (2017). Multiclass classification method in handheld based smartphone gait identification. Journal of Telecommunication, Electronic and Computer Engineering (JTEC).

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Yuanyuan Wang, Muhammad Syafiq Mohd Pozi, Yukiko Kawai, Adam Jatowt, Toyokazu Akiyama (2017). Exploring cross-cultural crowd sentiments on Twitter. Proceedings of the 28th ACM conference on hypertext and social media.

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岡山愛, 河合由起子, others (2016). ツイート多言語分析に関する一検討. 研究報告データベースシステム (DBS).

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Muhammad Syafiq Mohd Pozi, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal (2016). Improving anomalous rare attack detection rate for intrusion detection system using support vector machine and genetic programming. Neural Processing Letters.

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MUHAMMAD SYAFIQ BIN MOHD POZI (2016). A NEW CLASSIFIER BASED ON COMBINATION OF GENETIC PROGRAMMING AND SUPPORT VECTOR MACHINE IN SOLVING IMBALANCED CLASSIFICATION PROBLEM.

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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.

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Muhammad Syafiq Mohd Pozi, Aida Mustapha, Anas Daud (2013). Density ratio estimation in support vector machine for better generalization: study on direct marketing prediction. Machine Learning and Data Mining in Pattern Recognition: 9th International Conference, MLDM 2013, New York, NY, USA, July 19-25, 2013. Proceedings 9.

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