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Publication date Communities Collections Article title Author(s) Journal/Conference
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
12 Jun 2019 SERC Institute for Infocomm Research A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting S. Samanta, S. Suresh, J. Senthilnath, N. Sundararajan Applied Soft Computing
8 Jun 2019 SERC Institute for Infocomm Research FPA clust: evaluation of the flower pollination algorithm for data clustering J. Senthilnath, Sushant Kulkarni, S. Suresh, X. S. Yang, J. A. Benediktsson Evolutionary Intelligence
3 May 2019 SERC Institute for Infocomm Research Autonomous RL: Autonomous Vehicle Obstacle Avoidance in a Dynamic Environment using MLP-SARSA Reinforcement Learning C. S. Arvind, J. Senthilnath 2019 IEEE 5th International Conference on Mechatronics System and Robots (ICMSR)
1 Apr 2019 SERC Institute for Infocomm Research Multi-UAV Oxyrrhis Marina-Inspired Search and Dynamic Formation Control for Forest Firefighting K. Harikumar, J. Senthilnath, Suresh Sundaram IEEE Transactions on Automation Science and Engineering
14 Feb 2019 SERC Institute for Infocomm Research Radiometric Calibration for Multispectral Camera of Different Imaging Conditions Mounted on a UAV Platform Yahui Guo, J. Senthilnath, Wenxiang Wu, Xueqin Zhang, Zhaoqi Zeng, Han Huang Sustainability