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Automated Artefact Relevancy Determination from Artefact Metadata and Associated Timeline Events


Dec 02, 2020
Xiaoyu Du, Quan Le, Mark Scanlon

* The 6th IEEE International Conference on Cyber Security and Protection of Digital Services (Cyber Security), Dublin, Ireland, June 2020 

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SoK: Exploring the State of the Art and the Future Potential of Artificial Intelligence in Digital Forensic Investigation


Dec 02, 2020
Xiaoyu Du, Chris Hargreaves, John Sheppard, Felix Anda, Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon

* The 15th International ARES Conference on Availability, Reliability and Security, August 25--28, 2020 

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Methodology for the Automated Metadata-Based Classification of Incriminating Digital Forensic Artefacts


Jul 02, 2019
Xiaoyu Du, Mark Scanlon

* 14th International Conference on Availability, Reliability and Security (ARES 2019), Canterbury, UK, August 2019 

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Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering


Jun 26, 2019
Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua

* TOIS Minor 

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Fast Matrix Factorization with Non-Uniform Weights on Missing Data


Nov 11, 2018
Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua

* IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 

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Outer Product-based Neural Collaborative Filtering


Aug 12, 2018
Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua

* IJCAI 2018 

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Adversarial Personalized Ranking for Recommendation


Aug 12, 2018
Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua

* SIGIR 2018 

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