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Publication date Communities Collections Article title Author(s)
22 Dec 2020 SERC Institute for Infocomm Research Rail System Anomaly Detection via Machine Learning Approaches Zi Shan Lee, Huaqun Guo, Luying Zhou
7 Dec 2020 SERC Institute for Infocomm Research Advanced Windows Methods on Malware Detection and Classification Dima Rabadi, Sin G. Teo
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
16 Nov 2020 SERC Institute for Infocomm Research Improving Single Reference Indoor Positioning Accuracy Through Machine Learning Rochelle Xenia Mendoza Santos, Sivanand Krishnan
27 Aug 2020 SERC Institute for Infocomm Research Deeply Supervised Active Learning for Finger Bones Segmentation Ziyuan Zhao, Xiaoyan Yang, Bharadwaj Veeravalli, Zeng Zeng
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
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
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
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
15 Nov 2019 SERC National Metrology Centre A Data-Driven Approach for Accurate Rainfall Prediction Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng, Stefan Winkler
3 Sep 2019 SERC Institute for Infocomm Research Learning of Multi-Dimensional Analog Circuits Through Generative Adversarial Network (GAN) Raju Salahuddin, Rahul Dutta, Ashish James, Chemmanda John Leo, Yong-Joon Jeon, Balagopal Unnikrishnan, Foo Chuan Sheng, Zeng Zeng, Kevin Tshun Chuan Chai, Vijay Ramaseshan Chandrasekhar
28 Aug 2019 SERC Institute for Infocomm Research Design and Development of SCADA Firewall Security Features for Protecting Industrial Operations R Dheeraj, Huaqun Guo, Bharadwaj Veeravalli, Xingjie Yu
12 Nov 2018 SERC Institute for Infocomm Research Critical Analysis of New Protocols on Lightweight Authentication Ying Qiu, Jiqiang Lu
22 May 2018 SERC Institute for Infocomm Research Distributed Anomaly Detection using Autoencoder Neural Networks in WSN for IoT Tie Luo, Sai G. Nagarajan