Publications

Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt (2021). Change-oriented Summarization of Temporal Scholarly Document Collections by Semantic Drift Analysis. IEEE Access.

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Muhammad Syafiq Mohd Pozi, Nur Athirah Azhar, Abdul Rafiez Abdul Raziff, Lina Hazmi Ajrina (2021). 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 (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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M.S.M. Pozi, M.A.A. Rahman, A.R.A. Raziff (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, 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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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. International Conference on Asian Digital Libraries.

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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. International Conference on Information.

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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. Asia Information Retrieval Symposium.

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Yuanyuan Wang, Muhammad Syafiq Mohd Pozi, Panote Siriaraya, Yukiko Kawai, Adam Jatowt (2018). Locations & languages: Towards multilingual user movement analysis in social media. 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. International Symposium on Web and Wireless Geographical Information Systems.

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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. International Workshop on Machine Learning and Data Mining in Pattern Recognition.

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