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Publication date Communities Collections Article title Author(s) Journal/Conference
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
21 Apr 2022 SERC Institute for Infocomm Research Significance of activation functions in developing an online classifier for semiconductor defect detection Md Meftahul Ferdaus, Bangjian Zhou, Ji Wei Yoon, Kain Lu Low, Jieming Pan, Joydeep Ghosh, Min Wu, Xiaoli Li, Aaron Voon-Yew Thean, J. Senthilnath Knowledge-Based Systems
20 Apr 2022 SERC Institute for Infocomm Research Delamination prediction in composite panels using unsupervised-feature learning methods with wavelet-enhanced guided wave representations Mahindra Rautela, J. Senthilnath, Ernesto Monaco, S. Gopalakrishnan Composite Structures
20 Jan 2022 SERC Institute for Infocomm Research SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification Deeksha Aggarwal, J. Senthilnath, Uttam Kumar, Vivek Yadav, Sushant Kulkarni, Md Meftahul Ferdaus, Li Xiaoli 2021 International Conference on Data Mining Workshops (ICDMW)
7 Oct 2021 SERC Institute for Infocomm Research Inverse characterization of composites using guided waves and convolutional neural networks with dual-branch feature fusion Mahindra Rautela, Armin Huber, J. Senthilnath, S. Gopalakrishnan Mechanics of Advanced Materials and Structures
7 May 2021 SERC Institute for Infocomm Research BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery J. Senthilnath, Abhishek Kumar, Anurag Jain, K. Harikumar, Meenakumari Thapa, S. Suresh, Gautham Anand, Jon Atli Benediktsson IEEE Transactions on Geoscience and Remote Sensing
2 May 2021 SERC Institute for Infocomm Research Combined two-level damage identification strategy using ultrasonic guided waves and physical knowledge assisted machine learning Mahindra Rautela, J. Senthilnath, Jochen Moll, Srinivasan Gopalakrishnan Ultrasonics