Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
15 Nov 2024 BMRC Singapore Institute for Clinical Sciences Prospective prediction of childhood body mass index trajectories using multi-task Gaussian processes Arthur Leroy, Varsha Gupta, Mya Thway Tint, Delicia Shu Qin Ooi, Fabian Yap, Ngee Lek, Keith M. Godfrey, Yap Seng Chong, Yung Seng Lee, Johan G. Eriksson, Mauricio A. Álvarez, Navin Michael, Dennis Wang International Journal of Obesity
8 Nov 2024 SERC Institute of Sustainability for Chemicals, Energy and Environment A Machine Learning-Guided Approach to Navigate the Substrate Activity Scope of Galactose Oxidase: Application in the Conversion of Pharmaceutically Relevant Bulky Secondary Alcohols Shreyas Supekar, Dillon W. P. Tay, Wan Lin Yeo, Kwok Wai Eric Tam, Ying Sin Koo, Jie Yang See, Jhoann M. T. Miyajima, Sebastian Maurer-Stroh, Ee Lui Ang, Yee Hwee Lim, Hao Fan ACS Catalysis
23 Sep 2024 SERC Institute of Sustainability for Chemicals, Energy and Environment Composite Machine Learning Strategy for Natural Products Taxonomical Classification and Structural Insights Qisong Xu, Alan K. X. Tan, Liangfeng Guo, Yee Hwee Lim, Dillon W. P. Tay, Shi Jun Ang Digital Discovery
16 Sep 2024 SERC Institute of Materials Research and Engineering Composition driven machine learning for unearthing high-strength lightweight multi-principal element alloys Mengxing Li, Xiu Kun Quek, Hongli Suo, Delvin Wuu, Jing Jun Lee, Wei Hock Teh, Fengxia Wei, Riko I. Made, Dennis Cheng Cheh Tan, Si Rong Ng, Siyuan Wei, Andre Kai Yuan Low, Kedar Hippalgaonkar, Yee-Fun Lim, Pei Wang, Chee Koon Ng Journal of Alloys and Compounds
21 Jul 2024 SERC Institute of High Performance Computing  Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation Weiming Liu, Xiaolin Zheng, Chaochao Chen, Jiahe Xu, Xinting Liao, Fan Wang, Yanchao Tan, Yew-Soon Ong International Conference on Machine Learning 2024
25 Jun 2024 BMRC Institute of Molecular and Cell Biology Machine Learning-Enhanced Extraction of Biomarkers for High-Grade Serous Ovarian Cancer from Proteomics Data Senuri De Silva, Asfa Alli-Shaik, Jayantha Gunaratne Scientific Data
31 Dec 2023 SERC Institute for Infocomm Research Label-Only Model Inversion Attacks via Knowledge Transfer Ngoc-Bao Nguyen Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-man Cheung NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems
25 Dec 2023 SERC Institute for Infocomm Research A Novel Feature Vector for AI-Assisted Windows Malware Detection Le Qi Yau, Yik Ting Lam, Ashwin Lokesh, Prannaya Gupta, Justin Lim, Ishneet Sukhvinder Singh, Jia-Yi Loo, Mao V. Ngo, Sin G. Teo, Tram Truong-Huu 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
23 Nov 2023 SERC Institute for Infocomm Research Preliminary Investigation of AI-based Wearable Swallowing Sound Detection System Shoulie Xie, Xiaoqun Zhou, Dajiang He, Kok Soon Phua AI Health Summit conference (2023)
22 Nov 2023 SERC Institute for Infocomm Research Supervised Robustness-preserving Data-free Neural Network Pruning Mark Huasong Meng, Guangdong Bai, Sin G. Teo, Jin Song Dong 2023 27th International Conference on Engineering of Complex Computer Systems (ICECCS)