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Publication date Communities Collections Article title Author(s) Journal/Conference
7 Apr 2021 SERC Institute of Materials Research and Engineering Deep learning-enabled prediction of 2D material breakdown (Pending publish) Yan Qi Huan, Yincheng Liu, Kuan Eng Johnson Goh, Swee Liang Wong, Chit Siong Aaron Lau IOP Nanotechnology
22 Dec 2020 SERC Institute for Infocomm Research Rail System Anomaly Detection via Machine Learning Approaches Zi Shan Lee, Huaqun Guo, Luying Zhou 2020 IEEE REGION 10 CONFERENCE (TENCON)
8 Dec 2020 SERC Institute for Infocomm Research Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy Chen The 28th International Conference on Computational Linguistics (COLING 2020)
7 Dec 2020 SERC Institute for Infocomm Research Advanced Windows Methods on Malware Detection and Classification Dima Rabadi, Sin G. Teo ACSAC '20: Annual Computer Security Applications Conference
1 Dec 2020 SERC Institute for Infocomm Research MACHINE-LEARNING BASED METHODOLOGIES FOR 3D X-RAY MEASUREMENT, CHARACTERIZATION AND OPTIMIZATION FOR BURIED STRUCTURES IN ADVANCED IC PACKAGES Ramanpreet Singh Pahwa, Tin Lay Nwe, Richard Chang, Zaw Min, Wang Jie, Tom Gregorich, David Ho, Vempati Srinivasa Rao International Wafer Level Packaging Conference (IWLPC)
1 Dec 2020 SERC Institute for Infocomm Research Data Diversification: A Simple Strategy For Neural Machine Translation Xuan-Phi Nguyen, Joty Shafiq, Kui Wu, Ai Ti Aw Neural Information Processing Systems (NeurIPS)
16 Nov 2020 SERC Institute for Infocomm Research Improving Single Reference Indoor Positioning Accuracy Through Machine Learning Rochelle Xenia Mendoza Santos, Sivanand Krishnan IEEE TENCON 2020
16 Nov 2020 SERC Institute for Infocomm Research A New Feature Extraction and Recognition Method for Microexpression Based on Local Non-negative Matrix Factorization Junli Gao, Huajun Chen, Xiaohua Zhang, Jing Guo, Wenyu Liang Frontiers in Neurorobotics
27 Aug 2020 SERC Institute for Infocomm Research Deep learning with long short-term memory networks for classification of dementia related travel patterns Nhu Khue Vuong, Yong Liu, Syin Chan, Chiew Tong Lau, Zhenghua Chen, Min Wu, Xiaoli Li
7 Aug 2020 BMRC Singapore Institute of Food and Biotechnology Innovation Physiologically-Based Pharmacokinetic Modeling to Predict the Clinical Efficacy of the Coadministration of Lopinavir and Ritonavir against SARS-CoV-2 Aarzoo Thakur, Shawn Pei Feng Tan, James Chun Yip Chan Clinical Pharmacology and Therapeutics