J. Senthilnath

71 papers B 1C 4Misc 1Journal 49Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images. CoRR J. Senthilnath, Chen Hao, F. C. Wellstood
2025	J	`jnl`	A Spatial-Physics Informed Model for 3D Spiral Sample Scanned by SQUID Microscopy. CoRR J. Senthilnath, Jayasanker Jayabalan, Zhuoyi Lin, Aye Phyu Phyu Aung, Chen Hao, Kaixin Xu, Yeow Kheng Lim, F. C. Wellstood
2025	J	`jnl`	Do Reviews Matter for Recommendations in the Era of Large Language Models? CoRR Chee Heng Tan, Huiying Zheng, Jing Wang, Zhuoyi Lin, Shaodi Feng, Huijing Zhan, Xiaoli Li, J. Senthilnath
2025	J	`jnl`	Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models. IEEE Trans. Image Process. Aye Phyu Phyu Aung, Xinrun Wang, Ruiyu Wang, Hau Chan, Bo An, Xiaoli Li, J. Senthilnath
2025	J	`jnl`	Physics Informed Generative Models for Magnetic Field Images. CoRR Aye Phyu Phyu Aung, Lucas Lum, Zhansen Shi, Wen Qiu, Bernice Zee, JM Chin, Yeow Kheng Lim, J. Senthilnath
2024	J	`jnl`	A compact meta-learned neuro-fuzzy technique for noise-robust nonlinear control. Appl. Soft Comput. Md Meftahul Ferdaus, Ahmad Jobran Al-Mahasneh, Sreenatha G. Anavatti, J. Senthilnath
2024	J	`jnl`	An Efficient Approach With Dynamic Multiswarm of UAVs for Forest Firefighting. IEEE Trans. Syst. Man Cybern. Syst. Josy John, K. Harikumar, J. Senthilnath, Suresh Sundaram
2024	J	`jnl`	DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. IEEE Trans. Neural Networks Learn. Syst. J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
2024	J	`jnl`	Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models. CoRR Aye Phyu Phyu Aung, Xinrun Wang, Ruiyu Wang, Hau Chan, Bo An, Xiaoli Li, J. Senthilnath
2024	J	`jnl`	Evolving Restricted Boltzmann Machine-Kohonen Network for Online Clustering. CoRR J. Senthilnath, Adithya Bhattiprolu, Ankur Singh, Bangjian Zhou, Min Wu, Jón Atli Benediktsson, Xiaoli Li
2024	J	`jnl`	Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers. Knowl. Based Syst. Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
2024	J	`jnl`	Metacognitive Decision-Making Framework for Multi-UAV Target Search Without Communication. IEEE Trans. Syst. Man Cybern. Syst. J. Senthilnath, K. Harikumar, Suresh Sundaram
2024	J	`jnl`	Self-evolving Autoencoder Embedded Q-Network. CoRR J. Senthilnath, Bangjian Zhou, Zhen Wei Ng, Deeksha Aggarwal, Rajdeep Dutta, Ji Wei Yoon, Aye Phyu Phyu Aung, Keyu Wu, Min Wu, Xiaoli Li
2024	J	`jnl`	Toward Deep Generation of Guided Wave Representations for Composite Materials. IEEE Trans. Artif. Intell. Mahindra Rautela, J. Senthilnath, Armin Huber, S. Gopalakrishnan
2023	C	`conf`	Acceleration-Based PSO for Multi-UAV Source-Seeking. IECON Adithya Shankar, Himanshu, Harikumar Kandath, J. Senthilnath
2023	J	`jnl`	Attention Over Self-Attention: Intention-Aware Re-Ranking With Dynamic Transformer Encoders for Recommendation. IEEE Trans. Knowl. Data Eng. Zhuoyi Lin, Sheng Zang, Rundong Wang, Zhu Sun, J. Senthilnath, Chi Xu, Chee Keong Kwoh
2023	J	`jnl`	Explainable machine learning to enable high-throughput electrical conductivity optimization of doped conjugated polymers. CoRR Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
2023	—	`conf`	PESI: Paratope-Epitope Set Interaction for SARS-CoV-2 Neutralization Prediction. BIBM Zhang Wan, Zhuoyi Lin, Shamima Rashid, Shaun Yue-Hao Ng, Rui Yin, J. Senthilnath, Chee Keong Kwoh
2023	Misc	`conf`	Quantile Online Learning for Semiconductor Failure Analysis. ICASSP Bangjian Zhou, Jieming Pan, Maheswari Sivan, Aaron Voon-Yew Thean, J. Senthilnath
2023	J	`jnl`	Quantile Online Learning for Semiconductor Failure Analysis. CoRR Bangjian Zhou, Jieming Pan, Maheswari Sivan, Aaron Voon-Yew Thean, J. Senthilnath
2022	J	`jnl`	An Efficient Approach with Dynamic Multi-Swarm of UAVs for Forest Firefighting. CoRR Josy John, K. Harikumar, J. Senthilnath, Suresh Sundaram
2022	J	`jnl`	BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery. IEEE Trans. Geosci. Remote. Sens. J. Senthilnath, Abhishek Kumar, Anurag Jain, K. Harikumar, Meenakumari Thapa, Suresh Sundaram, Gautham Anand, Jón Atli Benediktsson
2022	J	`jnl`	DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. CoRR J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
2022	J	`jnl`	Metacognitive Decision Making Framework for Multi-UAV Target Search Without Communication. CoRR J. Senthilnath, Harikumar Kandath, S. Suresh
2022	C	`conf`	Optimal Connectivity during Multi-agent Consensus Dynamics via Model Predictive Control. ACC Harikumar Kandath, Rajdeep Dutta, J. Senthilnath
2022	J	`jnl`	Robust Consensus of Higher-Order Multi-Agent Systems With Attrition and Inclusion of Agents and Switching Topologies. CoRR Jinraj V. Pushpangathan, Harikumar Kandath, Rajdeep Dutta, Rajarshi Bardhan, J. Senthilnath
2022	J	`jnl`	Searching for Heavy-Tailed Probability Distributions for Modeling Real-World Complex Networks. IEEE Access Tanujit Chakraborty, Swarup Chattopadhyay, Suchismita Das, Uttam Kumar, J. Senthilnath
2022	J	`jnl`	Significance of activation functions in developing an online classifier for semiconductor defect detection. Knowl. Based Syst. 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
2022	B	`conf`	Simultaneous Smoothing and Sharpening Using iWGIF. ICIP Zhengguo Li, Jinghong Zheng, J. Senthilnath
2022	—	`conf`	Towards Building a Flexible Online Learning Model for Data Stream Classification. COMAD/CODS Deeksha Aggarwal, Uttam Kumar, J. Senthilnath
2022	J	`jnl`	Transfer Learning for Rapid Extraction of Thickness from Optical Spectra of Semiconductor Thin Films. CoRR 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
2021	J	`jnl`	Acceleration based PSO for Multi-UAV Source-Seeking. CoRR Adithya Shankar, Harikumar Kandath, J. Senthilnath
2021	J	`jnl`	FPA clust: evaluation of the flower pollination algorithm for data clustering. Evol. Intell. J. Senthilnath, Sushant Kulkarni, Suresh Sundaram, Xin-She Yang, Jón Atli Benediktsson
2021	J	`jnl`	Integrating Spectral and Textural Information for Monitoring the Growth of Pear Trees Using Optical Images from the UAV Platform. Remote. Sens. Yahui Guo, Shouzhi Chen, Zhaofei Wu, Shuxin Wang, Christopher Robin Bryant, J. Senthilnath, Mario Cunha, Yongshuo Fu
2021	J	`jnl`	Integrating spectral and textural information for identifying the tasseling date of summer maize using UAV based RGB images. Int. J. Appl. Earth Obs. Geoinformation Yahui Guo, Yongshuo Fu, Shouzhi Chen, Christopher Robin Bryant, Xinxi Li, J. Senthilnath, Hongyong Sun, Shuxin Wang, Zhaofei Wu, Kirsten M. de Beurs
2021	—	`conf`	SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification. ICDM (Workshops) Deeksha Aggarwal, J. Senthilnath, Uttam Kumar, Vivek Yadav, Sushant Kulkarni, Md Meftahul Ferdaus, Xiaoli Li
2020	J	`jnl`	Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery. Remote. Sens. J. Senthilnath, Neelanshi Varia, Akanksha Dokania, Gaotham Anand, Jón Atli Benediktsson
2020	J	`jnl`	Mission Aware Motion Planning (MAP) Framework With Physical and Geographical Constraints for a Swarm of Mobile Stations. IEEE Trans. Cybern. K. Harikumar, J. Senthilnath, Suresh Sundaram
2020	J	`jnl`	Modified Red Blue Vegetation Index for Chlorophyll Estimation and Yield Prediction of Maize from Visible Images Captured by UAV. Sensors Yahui Guo, Hanxi Wang, Zhaofei Wu, Shuxin Wang, Hongyong Sun, J. Senthilnath, Jingzhe Wang, Christopher Robin Bryant, Yongshuo Fu
2020	J	`jnl`	Scaling Effects on Chlorophyll Content Estimations with RGB Camera Mounted on a UAV Platform Using Machine-Learning Methods. Sensors Yahui Guo, Guodong Yin, Hongyong Sun, Hanxi Wang, Shouzhi Chen, J. Senthilnath, Jingzhe Wang, Yongshuo Fu
2019	J	`jnl`	A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting. Appl. Soft Comput. Subhrajit Samanta, Suresh Sundaram, J. Senthilnath, N. Sundararajan
2018	—	`conf`	Autonomous Vehicle for Obstacle Detection and Avoidance Using Reinforcement Learning. SocProS (1) C. S. Arvind, J. Senthilnath
2018	J	`jnl`	BELMKN: Bayesian Extreme Learning Machines Kohonen Network. Algorithms J. Senthilnath, Sumanth Simha C, Nagaraj G, Meenakumari Thapa, Indiramma M
2018	J	`jnl`	Efficient resource allocation for decentralized heterogeneous system using density estimation approach. Encycl. Semantic Comput. Robotic Intell. J. Senthilnath, K. Harikumar, Suresh Sundaram
2017	J	`jnl`	A novel bat algorithm fuzzy classifier approach for classification problems. Int. J. Artif. Intell. Soft Comput. Shruti Parashar, J. Senthilnath, Xin-She Yang
2017	J	`jnl`	Application of UAV imaging platform for vegetation analysis based on spectral-spatial methods. Comput. Electron. Agric. J. Senthilnath, Manasa Kandukuri, Akanksha Dokania, K. N. Ramesh
2016	J	`jnl`	A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm. IEEE Geosci. Remote. Sens. Lett. J. Senthilnath, Sushant Kulkarni, Jón Atli Benediktsson, Xin-She Yang
2016	J	`jnl`	A Novel Multiobjective Optimization for Cement Stabilized Soft Soil based on Artificial Bee Colony. Int. J. Appl. Metaheuristic Comput. Rahul Khandelwal, J. Senthilnath, S. N. Omkar, Narendra Shivanath
2015	J	`jnl`	Identification of Helicopter Dynamics based on Flight Data using Nature Inspired Techniques. Int. J. Appl. Metaheuristic Comput. S. N. Omkar, Dheevatsa Mudigere, J. Senthilnath, M. Vijaya Kumar
2014	—	`conf`	A new SIFT matching criteria in a genetic algorithm framework for registering multisensory satellite imagery. ICVGIP J. Senthilnath, Ram Prasad
2014	J	`jnl`	Accurate point matching based on multi-objective Genetic Algorithm for multi-sensor satellite imagery. Appl. Math. Comput. J. Senthilnath, Naveen P. Kalro, Jón Atli Benediktsson
2014	J	`jnl`	Identification of Helicopter Dynamics based on Flight Data using Nature Inspired Techniques. CoRR S. N. Omkar, Dheevatsa Mudigere, J. Senthilnath, M. Vijaya Kumar
2013	—	`conf`	Cooperative communication of UAV to perform multi-task using nature inspired techniques. CISDA J. Senthilnath, S. N. Omkar, V. Mani, Anurag R. Katti
2013	J	`jnl`	Crop Stage Classification of Hyperspectral Data Using Unsupervised Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. J. Senthilnath, S. N. Omkar, V. Mani, Nitin Karnwal, P. B. Shreyas
2013	J	`jnl`	Multiobjective Discrete Particle Swarm Optimization for Multisensor Image Alignment. IEEE Geosci. Remote. Sens. Lett. J. Senthilnath, S. N. Omkar, V. Mani, T. Karthikeyan
2012	—	`conf`	An Optimal Fuzzy Logic Controller Tuned with Artificial Immune System. BIC-TA (1) S. N. Omkar, Nikhil Ramaswamy, R. Ananda, N. G. Venkatesh, J. Senthilnath
2012	—	`conf`	Clustering Using Levy Flight Cuckoo Search. BIC-TA (2) J. Senthilnath, Vipul Das, S. N. Omkar, V. Mani
2012	—	`conf`	Gene Expression Programming-Fuzzy Logic Method for Crop Type Classification. ICGEC S. N. Omkar, Nikhil Ramaswamy, J. Senthilnath, S. Bharath, N. S. Anuradha
2012	J	`jnl`	Hierarchical Clustering Algorithm for Land Cover Mapping Using Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. J. Senthilnath, S. N. Omkar, V. Mani, N. Tejovanth, P. G. Diwakar, Shenoy B. Archana
2012	—	`conf`	Location Management in Mobile Computing Using Swarm Intelligence Techniques. SocProS Nikhil Goel, J. Senthilnath, S. N. Omkar, V. Mani
2012	—	`conf`	Multi-Temporal Satellite Image Analysis Using Gene Expression Programming. SocProS J. Senthilnath, S. N. Omkar, V. Mani, Ashoka Vanjare, P. G. Diwakar
2012	C	`conf`	Multi-objective Genetic Algorithm for efficient point matching in multi-sensor satellite image. IGARSS J. Senthilnath, S. N. Omkar, V. Mani, Naveen P. Kalro, P. G. Diwakar
2012	—	`conf`	Multi-sensor Satellite Image Analysis Using Niche Genetic Algorithm for Flood Assessment. SEMCCO J. Senthilnath, P. B. Shreyas, Ritwik Rajendra, S. N. Omkar, V. Mani, P. G. Diwakar
2012	—	`conf`	Multi-temporal Satellite Image Analysis Using Unsupervised Techniques. ACITY (2) C. S. Arvind, Ashoka Vanjare, S. N. Omkar, J. Senthilnath, V. Mani, P. G. Diwakar
2012	J	`jnl`	Pickup and delivery problem using metaheuristics techniques. Expert Syst. Appl. Craig D'Souza, S. N. Omkar, J. Senthilnath
2012	—	`conf`	Quasi-Based Hierarchical Clustering for Land Cover Mapping Using Satellite Images. BIC-TA (2) J. Senthilnath, Ankur Raj, S. N. Omkar, V. Mani, Deepak Kumar
2012	—	`conf`	Spectral-Spatial MODIS Image Analysis Using Swarm Intelligence Algorithms and Region Based Segmentation for Flood Assessment. BIC-TA (2) J. Senthilnath, H. Vikram Shenoy, S. N. Omkar, V. Mani
2011	J	`jnl`	Artificial Bee Colony (ABC) for multi-objective design optimization of composite structures. Appl. Soft Comput. S. N. Omkar, J. Senthilnath, Rahul Khandelwal, G. Narayana Naik, S. Gopalakrishnan
2011	J	`jnl`	Clustering using firefly algorithm: Performance study. Swarm Evol. Comput. J. Senthilnath, S. N. Omkar, V. Mani
2011	C	`conf`	Multi-spectral satellite image classification using Glowworm Swarm Optimization. IGARSS J. Senthilnath, S. N. Omkar, V. Mani, N. Tejovanth, P. G. Diwakar, Shenoy B. Archana
2011	—	`ch.`	Neural Network and Swarm Intelligence for Data Mining. Integration of Swarm Intelligence and Artificial Neural Network S. N. Omkar, J. Senthilnath