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Publication date Communities Collections Article title Author(s) Journal/Conference
9 Feb 2024 SERC Institute for Infocomm Research Metacognitive Decision-Making Framework for Multi-UAV Target Search Without Communication J. Senthilnath, K. Harikumar, Suresh Sundaram IEEE Transactions on Systems, Man, and Cybernetics: Systems
30 Jan 2024 SERC Institute for Infocomm Research An Efficient Approach With Dynamic Multiswarm of UAVs for Forest Firefighting Josy John, K. Harikumar, J. Senthilnath, Suresh Sundaram IEEE Transactions on Systems, Man, and Cybernetics: Systems
18 Jan 2024 SERC Institute for Infocomm Research PESI: Paratope-Epitope Set Interaction for SARS-CoV-2 Neutralization Prediction Zhang Wan, Zhuoyi Lin, Shamima Rashid, Shaun Yue-Hao Ng, Rui Yin, J. Senthilnath, Chee-Keong Kwoh 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
13 Jul 2023 SERC Institute for Infocomm Research Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films Siyu Isaac Parker Tian, Zekun Ren, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Felipe Oviedo, J. Senthilnath, Vijila Chellappan, Yee-Fun Lim, Armin G. Aberle, Benjamin P. MacLeod, Fraser G. L. Parlane, Curtis P. Berlinguette, Qianxiao Li, Tonio Buonassisi, Zhe Liu Digital Discovery
5 May 2023 SERC Institute for Infocomm Research Quantile Online Learning for Semiconductor Failure Analysis Bangjian Zhou, Pan Jieming, Maheswari Sivan, Aaron Voon-Yew Thean, J. Senthilnath ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
16 Dec 2022 SERC Institute for Infocomm Research Towards deep generation of guided wave representations for composite materials Mahindra Rautela, J. Senthilnath, Armin Huber, S. Gopalakrishnan IEEE Transactions on Artificial Intelligence
18 Oct 2022 SERC Institute for Infocomm Research Simultaneous Smoothing and Sharpening Using iWGIF Zhengguo Li, Jinghong Zheng, J. Senthilnath 2022 IEEE International Conference on Image Processing (ICIP)
30 Sep 2022 SERC Institute for Infocomm Research Attention Over Self-Attention: Intention-Aware Re-Ranking With Dynamic Transformer Encoders for Recommendation Zhuoyi Lin, Sheng Zang, Rundong Wang, Zhu Sun, J. Senthilnath, Chi Xu, Chee Keong Kwoh IEEE Transactions on Knowledge and Data Engineering
5 Sep 2022 SERC Institute for Infocomm Research Optimal Connectivity during Multi-agent Consensus Dynamics via Model Predictive Control Harikumar Kandath, Rajdeep Dutta, J. Senthilnath 2022 American Control Conference (ACC)
20 Jul 2022 SERC Institute for Infocomm Research DRBM-ClustNet: A Deep Restricted Boltzmann–Kohonen Architecture for Data Clustering J. Senthilnath, Nagaraj G., Sumanth Simha C., Sushant Kulkarni, Meenakumari Thapa, Indiramma M., Jon Atli Benediktsson IEEE Transactions on Neural Networks and Learning Systems