Publications | Muhammad Syafiq Mohd Pozi https://spozi.github.io/publication/ Publications Wowchemy (https://wowchemy.com)en-us© 2022 SyafiqMon, 13 Dec 2021 00:00:00 +0000 https://spozi.github.io/media/icon_hu0b7a4cb9992c9ac0e91bd28ffd38dd00_9727_512x512_fill_lanczos_center_3.png Publications https://spozi.github.io/publication/ Change-oriented Summarization of Temporal Scholarly Document Collections by Semantic Drift Analysis https://spozi.github.io/publication/paharia-2021-changejournal/ Mon, 13 Dec 2021 00:00:00 +0000 https://spozi.github.io/publication/paharia-2021-changejournal/ SVGPM: evolving SVM decision function by using genetic programming to solve imbalanced classification problem https://spozi.github.io/publication/pozi-2021-svgpm/ Sat, 28 Aug 2021 00:00:00 +0000 https://spozi.github.io/publication/pozi-2021-svgpm/ A Malaysian scholar identification model based on word2vec-based-stylometry computational approach https://spozi.github.io/publication/pozi-20211011/ Fri, 01 Jan 2021 00:00:00 +0000 https://spozi.github.io/publication/pozi-20211011/ Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis https://spozi.github.io/publication/paharia-2021-changeconference/ Fri, 01 Jan 2021 00:00:00 +0000 https://spozi.github.io/publication/paharia-2021-changeconference/ A Kernel Density Estimation Method to Generate Synthetic Shifted Datasets in Privacy-Preserving Task https://spozi.github.io/publication/mohd-2020-kernel/ Sun, 01 Nov 2020 00:00:00 +0000 https://spozi.github.io/publication/mohd-2020-kernel/ A Face Recognition Module For Video Content Analysis in Malaysian Parliament Sessions https://spozi.github.io/publication/en-2020-face/ Wed, 01 Jan 2020 00:00:00 +0000 https://spozi.github.io/publication/en-2020-face/ Identifying the types of digital footprint data used to predict psychographic and human behaviour https://spozi.github.io/publication/nawi-2020-identifying/ Wed, 01 Jan 2020 00:00:00 +0000 https://spozi.github.io/publication/nawi-2020-identifying/ Temporal Summarization of Scholarly Paper Collections by Semantic Change Estimation: Case Study of CORD-19 Dataset https://spozi.github.io/publication/mohd-2020-temporal/ Wed, 01 Jan 2020 00:00:00 +0000 https://spozi.github.io/publication/mohd-2020-temporal/ Locations & languages: Towards multilingual user movement analysis in social media https://spozi.github.io/publication/wang-2018-locations/ Mon, 01 Jan 2018 00:00:00 +0000 https://spozi.github.io/publication/wang-2018-locations/ Predicting next visited country of twitter users https://spozi.github.io/publication/pozi-2018-predicting/ Mon, 01 Jan 2018 00:00:00 +0000 https://spozi.github.io/publication/pozi-2018-predicting/ Preserving author editing history using blockchain technology https://spozi.github.io/publication/mohd-2018-preserving/ Mon, 01 Jan 2018 00:00:00 +0000 https://spozi.github.io/publication/mohd-2018-preserving/ Shifting Dataset to Preserve Data Privacy https://spozi.github.io/publication/pozi-2018-shifting/ Mon, 01 Jan 2018 00:00:00 +0000 https://spozi.github.io/publication/pozi-2018-shifting/ Towards understanding cross-cultural crowd sentiment using social media https://spozi.github.io/publication/wang-2018-towards/ Mon, 01 Jan 2018 00:00:00 +0000 https://spozi.github.io/publication/wang-2018-towards/ Exploring cross-cultural crowd sentiments on Twitter https://spozi.github.io/publication/wang-2017-exploring/ Sun, 01 Jan 2017 00:00:00 +0000 https://spozi.github.io/publication/wang-2017-exploring/ Multiclass Classification Method in Handheld Based Smartphone Gait Identification https://spozi.github.io/publication/raziff-2017-multiclass/ Sun, 01 Jan 2017 00:00:00 +0000 https://spozi.github.io/publication/raziff-2017-multiclass/ Sketching Linguistic Borders: Mobility Analysis on Multilingual Microbloggers https://spozi.github.io/publication/mohd-2017-sketching/ Sun, 01 Jan 2017 00:00:00 +0000 https://spozi.github.io/publication/mohd-2017-sketching/ Visualization of spatio-temporal events in geo-tagged social media https://spozi.github.io/publication/wang-2017-visualization/ Sun, 01 Jan 2017 00:00:00 +0000 https://spozi.github.io/publication/wang-2017-visualization/ A NEW CLASSIFIER BASED ON COMBINATION OF GENETIC PROGRAMMING AND SUPPORT VECTOR MACHINE IN SOLVING IMBALANCED CLASSIFICATION PROBLEM https://spozi.github.io/publication/pozi-2016-new/ Fri, 01 Jan 2016 00:00:00 +0000 https://spozi.github.io/publication/pozi-2016-new/ Improving anomalous rare attack detection rate for intrusion detection system using support vector machine and genetic programming https://spozi.github.io/publication/pozi-2016-improving/ Fri, 01 Jan 2016 00:00:00 +0000 https://spozi.github.io/publication/pozi-2016-improving/ ツイート多言語分析に関する一検討 https://spozi.github.io/publication/%E5%B2%A1%E5%B1%B1%E6%84%9B-2016-%E3%83%84%E3%82%A4%E3%83%BC%E3%83%88%E5%A4%9A%E8%A8%80%E8%AA%9E%E5%88%86%E6%9E%90%E3%81%AB%E9%96%A2%E3%81%99%E3%82%8B%E4%B8%80%E6%A4%9C%E8%A8%8E/ Fri, 01 Jan 2016 00:00:00 +0000 https://spozi.github.io/publication/%E5%B2%A1%E5%B1%B1%E6%84%9B-2016-%E3%83%84%E3%82%A4%E3%83%BC%E3%83%88%E5%A4%9A%E8%A8%80%E8%AA%9E%E5%88%86%E6%9E%90%E3%81%AB%E9%96%A2%E3%81%99%E3%82%8B%E4%B8%80%E6%A4%9C%E8%A8%8E/ A new classification model for a class imbalanced data set using genetic programming and support vector machines: case study for wilt disease classification https://spozi.github.io/publication/mohd-2015-new/ Thu, 01 Jan 2015 00:00:00 +0000 https://spozi.github.io/publication/mohd-2015-new/ Density ratio estimation in support vector machine for better generalization: study on direct marketing prediction https://spozi.github.io/publication/pozi-2013-density/ Tue, 01 Jan 2013 00:00:00 +0000 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