J. Senthilnath

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 40

Top Topics

Textural Information

Fuzzy Classifier

Satellite Imagery

Obstacle Detection

Top Venues

Int. J. Appl. Metaheuristic Comput.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Mahindra Rautela, J. Senthilnath, Armin Huber, S. Gopalakrishnan
Toward Deep Generation of Guided Wave Representations for Composite Materials. IEEE Trans. Artif. Intell. 5 (3) (2024)
J. Senthilnath, K. Harikumar, Suresh Sundaram
Metacognitive Decision-Making Framework for Multi-UAV Target Search Without Communication. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
J. Senthilnath, Bangjian Zhou, Zhen Wei Ng, Deeksha Aggarwal, Rajdeep Dutta, Ji Wei Yoon, Aye Phyu Phyu Aung, Keyu Wu, Min Wu, Xiaoli Li
Self-evolving Autoencoder Embedded Q-Network. CoRR (2024)
J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers. Knowl. Based Syst. 295 (2024)
Josy John, K. Harikumar, J. Senthilnath, Suresh Sundaram
An Efficient Approach With Dynamic Multiswarm of UAVs for Forest Firefighting. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
J. Senthilnath, Adithya Bhattiprolu, Ankur Singh, Bangjian Zhou, Min Wu, Jón Atli Benediktsson, Xiaoli Li
Evolving Restricted Boltzmann Machine-Kohonen Network for Online Clustering. CoRR (2024)
Bangjian Zhou, Jieming Pan, Maheswari Sivan, Aaron Voon-Yew Thean, J. Senthilnath
Quantile Online Learning for Semiconductor Failure Analysis. ICASSP (2023)
Bangjian Zhou, Jieming Pan, Maheswari Sivan, Aaron Voon-Yew Thean, J. Senthilnath
Quantile Online Learning for Semiconductor Failure Analysis. CoRR (2023)
Adithya Shankar, Himanshu, Harikumar Kandath, J. Senthilnath
Acceleration-Based PSO for Multi-UAV Source-Seeking. IECON (2023)
Zhuoyi Lin, Sheng Zang, Rundong Wang, Zhu Sun, J. Senthilnath, Chi Xu, Chee Keong Kwoh
Attention Over Self-Attention: Intention-Aware Re-Ranking With Dynamic Transformer Encoders for Recommendation. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
Explainable machine learning to enable high-throughput electrical conductivity optimization of doped conjugated polymers. CoRR (2023)
Zhang Wan, Zhuoyi Lin, Shamima Rashid, Shaun Yue-Hao Ng, Rui Yin, J. Senthilnath, Chee Keong Kwoh
PESI: Paratope-Epitope Set Interaction for SARS-CoV-2 Neutralization Prediction. BIBM (2023)
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
Significance of activation functions in developing an online classifier for semiconductor defect detection. Knowl. Based Syst. 248 (2022)
Deeksha Aggarwal, Uttam Kumar, J. Senthilnath
Towards Building a Flexible Online Learning Model for Data Stream Classification. COMAD/CODS (2022)
Harikumar Kandath, Rajdeep Dutta, J. Senthilnath
Optimal Connectivity during Multi-agent Consensus Dynamics via Model Predictive Control. ACC (2022)
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
Transfer Learning for Rapid Extraction of Thickness from Optical Spectra of Semiconductor Thin Films. CoRR (2022)
J. Senthilnath, Abhishek Kumar, Anurag Jain, Harikumar Kandath, Meenakumari Thapa, Suresh Sundaram, Gautham Anand, Jón Atli Benediktsson
BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Josy John, K. Harikumar, J. Senthilnath, Suresh Sundaram
An Efficient Approach with Dynamic Multi-Swarm of UAVs for Forest Firefighting. CoRR (2022)
Tanujit Chakraborty, Swarup Chattopadhyay, Suchismita Das, Uttam Kumar, J. Senthilnath
Searching for Heavy-Tailed Probability Distributions for Modeling Real-World Complex Networks. IEEE Access 10 (2022)
J. Senthilnath, Nagaraj G, Sumanth Simha C, Sushant Kulkarni, Meenakumari Thapa, Indiramma M, Jón Atli Benediktsson
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering. CoRR (2022)
J. Senthilnath, Harikumar Kandath, S. Suresh
Metacognitive Decision Making Framework for Multi-UAV Target Search Without Communication. CoRR (2022)
Jinraj V. Pushpangathan, Harikumar Kandath, Rajdeep Dutta, Rajarshi Bardhan, J. Senthilnath
Robust Consensus of Higher-Order Multi-Agent Systems With Attrition and Inclusion of Agents and Switching Topologies. CoRR (2022)
J. Senthilnath, Sushant Kulkarni, Suresh Sundaram, X. S. Yang, Jón Atli Benediktsson
FPA clust: evaluation of the flower pollination algorithm for data clustering. Evol. Intell. 14 (3) (2021)
Deeksha Aggarwal, J. Senthilnath, Uttam Kumar, Vivek Yadav, Sushant Kulkarni, Md Meftahul Ferdaus, Xiaoli Li
SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification. ICDM (Workshops) (2021)
Adithya Shankar, Harikumar Kandath, J. Senthilnath
Acceleration based PSO for Multi-UAV Source-Seeking. CoRR (2021)
Yahui Guo, Yongshuo Fu, Shouzhi Chen, Christopher Robin Bryant, Xinxi Li, J. Senthilnath, Hongyong Sun, Shuxin Wang, Zhaofei Wu, Kirsten M. de Beurs
Integrating spectral and textural information for identifying the tasseling date of summer maize using UAV based RGB images. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Yahui Guo, Shouzhi Chen, Zhaofei Wu, Shuxin Wang, Christopher Robin Bryant, J. Senthilnath, Mario Cunha, Yongshuo Fu
Integrating Spectral and Textural Information for Monitoring the Growth of Pear Trees Using Optical Images from the UAV Platform. Remote. Sens. 13 (9) (2021)
Harikumar Kandath, J. Senthilnath, Suresh Sundaram
Mission Aware Motion Planning (MAP) Framework With Physical and Geographical Constraints for a Swarm of Mobile Stations. IEEE Trans. Cybern. 50 (3) (2020)
Yahui Guo, Hanxi Wang, Zhaofei Wu, Shuxin Wang, Hongyong Sun, J. Senthilnath, Jingzhe Wang, Christopher Robin Bryant, Yongshuo Fu
Modified Red Blue Vegetation Index for Chlorophyll Estimation and Yield Prediction of Maize from Visible Images Captured by UAV. Sensors 20 (18) (2020)
J. Senthilnath, Neelanshi Varia, Akanksha Dokania, Gaotham Anand, Jón Atli Benediktsson
Deep TEC: Deep Transfer Learning with Ensemble Classifier for Road Extraction from UAV Imagery. Remote. Sens. 12 (2) (2020)
Yahui Guo, Guodong Yin, Hongyong Sun, Hanxi Wang, Shouzhi Chen, J. Senthilnath, Jingzhe Wang, Yongshuo Fu
Scaling Effects on Chlorophyll Content Estimations with RGB Camera Mounted on a UAV Platform Using Machine-Learning Methods. Sensors 20 (18) (2020)
Subhrajit Samanta, Suresh Sundaram, J. Senthilnath, N. Sundararajan
A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting. Appl. Soft Comput. 82 (2019)
J. Senthilnath, Harikumar Kandath, Suresh Sundaram
Efficient resource allocation for decentralized heterogeneous system using density estimation approach. Encycl. Semantic Comput. Robotic Intell. 2 (1) (2018)
C. S. Arvind, J. Senthilnath
Autonomous Vehicle for Obstacle Detection and Avoidance Using Reinforcement Learning. SocProS (1) (2018)
J. Senthilnath, Sumanth Simha C, Nagaraj G, Meenakumari Thapa, Indiramma M
BELMKN: Bayesian Extreme Learning Machines Kohonen Network. Algorithms 11 (5) (2018)
Shruti Parashar, J. Senthilnath, Xin-She Yang
A novel bat algorithm fuzzy classifier approach for classification problems. Int. J. Artif. Intell. Soft Comput. 6 (2) (2017)
J. Senthilnath, Manasa Kandukuri, Akanksha Dokania, K. N. Ramesh
Application of UAV imaging platform for vegetation analysis based on spectral-spatial methods. Comput. Electron. Agric. 140 (2017)
Rahul Khandelwal, J. Senthilnath, S. N. Omkar, Narendra Shivanath
A Novel Multiobjective Optimization for Cement Stabilized Soft Soil based on Artificial Bee Colony. Int. J. Appl. Metaheuristic Comput. 7 (4) (2016)
J. Senthilnath, Sushant Kulkarni, Jón Atli Benediktsson, X. S. Yang
A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm. IEEE Geosci. Remote. Sens. Lett. 13 (4) (2016)
S. N. Omkar, Dheevatsa Mudigere, J. Senthilnath, M. Vijaya Kumar
Identification of Helicopter Dynamics based on Flight Data using Nature Inspired Techniques. Int. J. Appl. Metaheuristic Comput. 6 (3) (2015)
J. Senthilnath, Naveen P. Kalro, Jón Atli Benediktsson
Accurate point matching based on multi-objective Genetic Algorithm for multi-sensor satellite imagery. Appl. Math. Comput. 236 (2014)
S. N. Omkar, Dheevatsa Mudigere, J. Senthilnath, M. Vijaya Kumar
Identification of Helicopter Dynamics based on Flight Data using Nature Inspired Techniques. CoRR (2014)
J. Senthilnath, Ram Prasad
A new SIFT matching criteria in a genetic algorithm framework for registering multisensory satellite imagery. ICVGIP (2014)
J. Senthilnath, S. N. Omkar, V. Mani, Anurag R. Katti
Cooperative communication of UAV to perform multi-task using nature inspired techniques. CISDA (2013)
J. Senthilnath, S. N. Omkar, V. Mani, Nitin Karnwal, P. B. Shreyas
Crop Stage Classification of Hyperspectral Data Using Unsupervised Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-3) (2013)
J. Senthilnath, S. N. Omkar, V. Mani, T. Karthikeyan
Multiobjective Discrete Particle Swarm Optimization for Multisensor Image Alignment. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)
S. N. Omkar, Nikhil Ramaswamy, R. Ananda, N. G. Venkatesh, J. Senthilnath
An Optimal Fuzzy Logic Controller Tuned with Artificial Immune System. BIC-TA (1) (2012)
J. Senthilnath, Vipul Das, S. N. Omkar, V. Mani
Clustering Using Levy Flight Cuckoo Search. BIC-TA (2) (2012)
J. Senthilnath, S. N. Omkar, V. Mani, Ashoka Vanjare, P. G. Diwakar
Multi-Temporal Satellite Image Analysis Using Gene Expression Programming. SocProS (2012)
Nikhil Goel, J. Senthilnath, S. N. Omkar, V. Mani
Location Management in Mobile Computing Using Swarm Intelligence Techniques. SocProS (2012)
J. Senthilnath, S. N. Omkar, V. Mani, N. Tejovanth, P. G. Diwakar, Shenoy B. Archana
Hierarchical Clustering Algorithm for Land Cover Mapping Using Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (3) (2012)
C. S. Arvind, Ashoka Vanjare, S. N. Omkar, J. Senthilnath, V. Mani, P. G. Diwakar
Multi-temporal Satellite Image Analysis Using Unsupervised Techniques. ACITY (2) (2012)
J. Senthilnath, Ankur Raj, S. N. Omkar, V. Mani, Deepak Kumar
Quasi-Based Hierarchical Clustering for Land Cover Mapping Using Satellite Images. BIC-TA (2) (2012)
J. Senthilnath, H. Vikram Shenoy, S. N. Omkar, V. Mani
Spectral-Spatial MODIS Image Analysis Using Swarm Intelligence Algorithms and Region Based Segmentation for Flood Assessment. BIC-TA (2) (2012)
J. Senthilnath, S. N. Omkar, V. Mani, Naveen P. Kalro, P. G. Diwakar
Multi-objective Genetic Algorithm for efficient point matching in multi-sensor satellite image. IGARSS (2012)
Craig D'Souza, S. N. Omkar, J. Senthilnath
Pickup and delivery problem using metaheuristics techniques. Expert Syst. Appl. 39 (1) (2012)
J. Senthilnath, P. B. Shreyas, Ritwik Rajendra, S. N. Omkar, V. Mani, P. G. Diwakar
Multi-sensor Satellite Image Analysis Using Niche Genetic Algorithm for Flood Assessment. SEMCCO (2012)
S. N. Omkar, Nikhil Ramaswamy, J. Senthilnath, S. Bharath, N. S. Anuradha
Gene Expression Programming-Fuzzy Logic Method for Crop Type Classification. ICGEC (2012)
J. Senthilnath, S. N. Omkar, V. Mani, N. Tejovanth, P. G. Diwakar, Shenoy B. Archana
Multi-spectral satellite image classification using Glowworm Swarm Optimization. IGARSS (2011)
S. N. Omkar, J. Senthilnath, Rahul Khandelwal, G. Narayana Naik, S. Gopalakrishnan
Artificial Bee Colony (ABC) for multi-objective design optimization of composite structures. Appl. Soft Comput. 11 (1) (2011)
J. Senthilnath, S. N. Omkar, V. Mani
Clustering using firefly algorithm: Performance study. Swarm Evol. Comput. 1 (3) (2011)