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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)
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)
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
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
1 Aug 2020 SERC Institute for Infocomm Research Deeply Supervised Active Learning for Finger Bones Segmentation Ziyuan Zhao, Xiaoyan Yang, Bharadwaj Veeravalli, Zeng Zeng 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
15 Jun 2020 SERC Institute for Infocomm Research Rapid and Accurate Thin Film Thickness Extraction via UV-Vis and Machine Learning Parker Tian Siyu Isaac, Liu Zhe, Chellappan Vijila, Lim Yee-Fun, Ren Zekun, Oviedo Felipe, Teo B. Heng, Thapa Janak, Dutta Rajdeep, MacLeod Benjamin P, Parlane Fraser G. L., Senthilnath J., Berlinguette Curtis P., Buonassisi Tonio Proceedings of the 47th IEEE Photovoltaic Specialists Conference (PVSC'20), 2020
1 Jan 2020 SERC Institute of High Performance Computing  A framework for community noise modelling using machine learning methods Wenzu Zhang, Enxiao Liu, Jason Png Applied Acoustics
9 Dec 2019 SERC Institute for Infocomm Research Malicious Behavior Detection based on Extracted Features from APIs for Windows Platforms Dima Rabadi, Kar Wai Fok, Zhongmin Dai, Teo Sin Gee DYnamic and Novel Advances in Machine Learning and Intelligent Cyber Security Workshop