A Real Coded Genetic Algorithm for Data Partitioning and Scheduling in Networks with Arbitrary Processor Release Time. - Suresh Sundaram 002; V. Mani; S. N. Omkar 001; Hyoung Joong Kim (Asia-Pacific Computer Systems Architecture Conference, 2005)

Nonlinear lateral command control using neural network for F-16 aircraft. - Suresh Sundaram 002; N. Kannan; S. N. Omkar 001; V. Mani (ACC, 2005)

Real-Coded Genetic Algorithms for Optimal Static Load Balancing in Distributed Computing System with Communication Delays. - V. Mani; Suresh Sundaram 002; Hyoung Joong Kim (ICCSA (4), 2005)

Parallel Implementation of Back-Propagation Algorithm in Networks of Workstations. - Suresh Sundaram 002; S. N. Omkar 001; V. Mani (IEEE Trans. Parallel Distributed Syst., 2005)

Image Quality Measurement Using Sparse Extreme Learning Machine Classifier. - Suresh Sundaram 002; R. Venkatesh Babu; Narasimhan Sundararajan (ICARCV, 2006)

GAP-RBF Based NR Image Quality Measurement for JPEG Coded Images. - R. Venkatesh Babu; Suresh Sundaram 002 (ICVGIP, 2006)

Divisible load scheduling in distributed system with buffer constraints: genetic algorithm and linear programming approach. - Suresh Sundaram 002; V. Mani; S. N. Omkar 001; Hyoung Joong Kim (Int. J. Parallel Emergent Distributed Syst., 2006)

Direct Adaptive Neural Controller for Earthquake Excited Nonlinear Base Isolated Buildings. - Sriram Narasimha; Suresh Sundaram 002; N. Sundararajan 001 (ISIC, 2007)

Robust Object Tracking with Radial Basis Function Networks. - R. Venkatesh Babu; Suresh Sundaram 002; Anamitra Makur (ICASSP (1), 2007)

Parallel Magnetic Resonance Imaging using Neural Networks. - Neelam Sinha; Manojkumar Saranathan; Kalpathi R. Ramakrishnan; Suresh Sundaram 002 (ICIP (3), 2007)

No-reference JPEG-image quality assessment using GAP-RBF. - R. Venkatesh Babu; Suresh Sundaram 002; Andrew Perkis (Signal Process., 2007)

Complex-valued function approximation using an improved BP learning algorithm for feed-forward networks. - Ramaswamy Savitha; Suresh Sundaram 002; Narasimhan Sundararajan; Paramasivan Saratchandran (IJCNN, 2008)

Direct adaptive neural flight control system for an unstable unmanned aircraft. - Suresh Sundaram 002; N. Kannan (Appl. Soft Comput., 2008)

Neural Adaptive Control for Vibration Suppression in Composite Fin-Tip of Aircraft. - Suresh Sundaram 002; N. Kannan; Narasimhan Sundararajan; Paramasivan Saratchandran (Int. J. Neural Syst., 2008)

A sequential multi-category classifier using radial basis function networks. - Suresh Sundaram 002; Narasimhan Sundararajan; Paramasivan Saratchandran (Neurocomputing, 2008)

Risk-sensitive loss functions for sparse multi-category classification problems. - Suresh Sundaram 002; Narasimhan Sundararajan; Paramasivan Saratchandran (Inf. Sci., 2008)

Bio-inspired computing for launch vehicle design and trajectory optimization. - Suresh Sundaram 002; Hai-Jun Rong; Narasimhan Sundararajan (CISDA, 2009)

Complex-valued function approximation using a Fully Complex-valued RBF (FC-RBF) learning algorithm. - Ramaswamy Savitha; Suresh Sundaram 002; Narasimhan Sundararajan (IJCNN, 2009)

Fusion of Motion Segmentation with Online Adaptive Neural Classifier for Robust Tracking. - Slawomir Bak; Suresh Sundaram 002; François Brémond; Monique Thonnat (VISAPP (2), 2009)

No-reference image quality assessment using modified extreme learning machine classifier. - Suresh Sundaram 002; R. Venkatesh Babu; Hyoung Joong Kim (Appl. Soft Comput., 2009)

A direct adaptive neural command controller design for an unstable helicopter. - M. Vijaya Kumar; Suresh Sundaram 002; S. N. Omkar 001; Ranjan Ganguli; Prasad Sampath (Eng. Appl. Artif. Intell., 2009)

A Fully Complex-Valued Radial Basis Function Network and its Learning Algorithm. - Ramaswamy Savitha; Suresh Sundaram 002; N. Sundararajan 001 (Int. J. Neural Syst., 2009)

A new learning algorithm with logarithmic performance index for complex-valued neural networks. - Ramaswamy Savitha; Suresh Sundaram 002; N. Sundararajan 001; P. Saratchandran (Neurocomputing, 2009)

A new load distribution strategy for linear network with communication delays. - Suresh Sundaram 002; V. Mani; S. N. Omkar 001; Hyoung Joong Kim; Narasimhan Sundararajan (Math. Comput. Simul., 2009)

Reversible Watermarking Algorithm Using Sorting and Prediction. - Vasiliy Sachnev; Hyoung-Joong Kim; Jeho Nam; Suresh Sundaram 002; Yun-Qing Shi 001 (IEEE Trans. Circuits Syst. Video Technol., 2009)

An intelligent fault-tolerant satellite attitude control system with-out hardware redundancies. - Sureshkumar Chandrasekar; Suresh Sundaram 002; Narasimhan Sundararajan; Narayanaswamy Nagarajan (ICARCV, 2010)

Automatic take-off control system for helicopter - An H∞ apporach. - Suresh Sundaram 002; Pushpinder Kashyab; Masque Nabi (ICARCV, 2010)

A self-regulated learning in Fully Complex-valued Radial Basis Function Networks. - Ramaswamy Savitha; Suresh Sundaram 002; Narasimhan Sundararajan (IJCNN, 2010)

Online adaptive radial basis function networks for robust object tracking. - R. Venkatesh Babu; Suresh Sundaram 002; Anamitra Makur (Comput. Vis. Image Underst., 2010)

Performance enhancement of extreme learning machine for multi-category sparse data classification problems. - Suresh Sundaram 002; Saras Saraswathi; N. Sundararajan 001 (Eng. Appl. Artif. Intell., 2010)

Reversible Watermarking Algorithm with Distortion Compensation. - Vasiliy Sachnev; Hyoung Joong Kim; Suresh Sundaram 002; Yun-Qing Shi 001 (EURASIP J. Adv. Signal Process., 2010)

A sequential learning algorithm for self-adaptive resource allocation network classifier. - Suresh Sundaram 002; Keming Dong; Hyoung Joong Kim (Neurocomputing, 2010)

Direct adaptive neural-control system for seismically excited non-linear base-isolated buildings. - Suresh Sundaram 002; S. Narasimhan (ACC, 2011)

Lexicon-Free, Novel Segmentation of Online Handwritten Indic Words. - Suresh Sundaram 002; A. G. Ramakrishnan (ICDAR, 2011)

Fully complex-valued ELM classifiers for human action recognition. - R. Venkatesh Babu; Suresh Sundaram 002 (IJCNN, 2011)

Alzheimer's disease detection using a Self-adaptive Resource Allocation Network classifier. - B. S. Mahanand; Suresh Sundaram 002; Narasimhan Sundararajan; M. Aswatha Kumar (IJCNN, 2011)

A Fast Learning Complex-valued Neural Classifier for real-valued classification problems. - Savitha Ramasamy; Suresh Sundaram 002; Ramaswamy Savitha (IJCNN, 2011)

A sequential learning algorithm for meta-cognitive neuro-fuzzy inference system for classification problems. - Suresh Sundaram 002; Kartick Subramanian (IJCNN, 2011)

A fast learning Fully Complex-valued Relaxation Network (FCRN). - Suresh Sundaram 002; Ramaswamy Savitha; Narasimhan Sundararajan (IJCNN, 2011)

Fast Learning Fully Complex-Valued Classifiers for Real-Valued Classification Problems. - Ramaswamy Savitha; Suresh Sundaram 002; N. Sundararajan 001; Hyoung Joong Kim (ISNN (1), 2011)

Stable indirect adaptive neural controller for a class of nonlinear system. - Hai-Jun Rong; Suresh Sundaram 002; Guang-She Zhao (Neurocomputing, 2011)

Online learning neural tracker. - Suresh Sundaram 002; François Brémond; Monique Thonnat; Hyoung Joong Kim (Neurocomputing, 2011)

ICGA-PSO-ELM Approach for Accurate Multiclass Cancer Classification Resulting in Reduced Gene Sets in Which Genes Encoding Secreted Proteins Are Highly Represented. - Saras Saraswathi; Suresh Sundaram 002; Narasimhan Sundararajan; Michael T. Zimmermann; Marit Nilsen-Hamilton (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

A Sequential Learning Algorithm for Complex-Valued Self-Regulating Resource Allocation Network-CSRAN. - Suresh Sundaram 002; Ramaswamy Savitha; Narasimhan Sundararajan (IEEE Trans. Neural Networks, 2011)

Alzheimer's disease detection using a Projection Based Learning Meta-cognitive RBF Network. - G. Sateesh Babu; Suresh Sundaram 002; B. S. Mahanand (IJCNN, 2012)

A projection based learning in Meta-cognitive Radial Basis Function Network for classification problems. - G. Sateesh Babu; Ramaswamy Savitha; Suresh Sundaram 002 (IJCNN, 2012)

Meta-Cognitive Neuro-Fuzzy Inference System for human emotion recognition. - K. Subramanian 001; Suresh Sundaram 002; R. Venkatesh Babu (IJCNN, 2012)

Complex-valued neuro-fuzzy inference system for wind prediction. - Kartick Subramanian; Ramaswamy Savitha; Suresh Sundaram 002 (IJCNN, 2012)

A Projection Based Learning Meta-cognitive RBF Network Classifier for Effective Diagnosis of Parkinson's Disease. - G. Sateesh Babu; Suresh Sundaram 002; K. Uma Sangumathi; Hyoung Joong Kim (ISNN (2), 2012)

Complex-Valued Neuro-Fuzzy Inference System Based Classifier. - Kartick Subramanian; Ramaswamy Savitha; Suresh Sundaram 002; B. S. Mahanand (SEMCCO, 2012)

A meta-cognitive sequential learning algorithm for neuro-fuzzy inference system. - Kartick Subramanian; Suresh Sundaram 002 (Appl. Soft Comput., 2012)

An on-line learning neural controller for helicopters performing highly nonlinear maneuvers. - Suresh Sundaram 002; N. Sundararajan 001 (Appl. Soft Comput., 2012)

Human Action Recognition using Meta-Cognitive Neuro-Fuzzy Inference System. - Kartick Subramanian; Suresh Sundaram 002 (Int. J. Neural Syst., 2012)

Meta-cognitive Neural Network for classification problems in a sequential learning framework. - G. Sateesh Babu; Suresh Sundaram 002 (Neurocomputing, 2012)

Human action recognition using a fast learning fully complex-valued classifier. - R. Venkatesh Babu; Suresh Sundaram 002; Ramaswamy Savitha (Neurocomputing, 2012)

A fully complex-valued radial basis function classifier for real-valued classification problems. - Ramaswamy Savitha; Suresh Sundaram 002; Narasimhan Sundararajan; Hyoung Joong Kim (Neurocomputing, 2012)

Fast learning Circular Complex-valued Extreme Learning Machine (CC-ELM) for real-valued classification problems. - Ramaswamy Savitha; Suresh Sundaram 002; N. Sundararajan 001 (Inf. Sci., 2012)

Metacognitive Learning in a Fully Complex-Valued Radial Basis Function Neural Network. - Ramaswamy Savitha; Suresh Sundaram 002; N. Sundararajan 001 (Neural Comput., 2012)

Identification of brain regions responsible for Alzheimer's disease using a Self-adaptive Resource Allocation Network. - B. S. Mahanand; Suresh Sundaram 002; N. Sundararajan 001; M. Aswatha Kumar (Neural Networks, 2012)

A meta-cognitive learning algorithm for a Fully Complex-valued Relaxation Network. - Ramaswamy Savitha; Suresh Sundaram 002; N. Sundararajan 001 (Neural Networks, 2012)

Scheduling Second-Order Computational Load in Master-Slave Paradigm. - Suresh Sundaram 002; Cui Run; Hyoung Joong Kim; Thomas G. Robertazzi; Young-Il Kim (IEEE Trans. Aerosp. Electron. Syst., 2012)

Scheduling nonlinear divisible loads in a single level tree network. - Suresh Sundaram 002; Hyoung Joong Kim; Cui Run; Thomas G. Robertazzi (J. Supercomput., 2012)

Depth and normal vector identification of an unknown slope from a UAV using a single camera. - Zhichao Liu; Jianliang Wang; Eng Kee Poh; Suresh Sundaram 002 (ASCC, 2013)

Neural aided discrete PID active controller for non-linear hysteretic base-isolation building. - R. Subasri; A. M. Natarajan; Suresh Sundaram 002 (ASCC, 2013)

Computer Aided Diagnosis of ADHD Using Brain Magnetic Resonance Images. - B. S. Mahanand; Ramaswamy Savitha; Suresh Sundaram 002 (Australasian Conference on Artificial Intelligence, 2013)

Discrete direct adaptive ELM controller for seismically excited non-linear base-isolated buildings. - R. Subasri; A. M. Natarajan; Suresh Sundaram 002 (CICA, 2013)

Detection of onset of Alzheimer's disease from MRI images using a GA-ELM-PSO classifier. - Saras Saraswathi; B. S. Mahanand; Andrzej Kloczkowski; Suresh Sundaram 002; N. Sundararajan 001 (CIMI, 2013)

Neural adaptive flight controller for ducted-fan UAV performing nonlinear maneuver. - R. Aruneshwaran; Suresh Sundaram 002; Jianliang Wang; T. K. Venugopalan (CISDA, 2013)

A Meta-cognitive Interval Type-2 fuzzy inference system classifier and its projection based learning algorithm. - Kartick Subramanian; Ramaswamy Savitha; Suresh Sundaram 002 (EAIS, 2013)

A projection based learning algorithm for Meta-Cognitive Neuro-Fuzzy Inference system. - Kartick Subramanian; Suresh Sundaram 002 (FUZZ-IEEE, 2013)

Zero-Error Density Maximization based learning algorithm for a neuro-fuzzy inference system. - Kartick Subramanian; Ramaswamy Savitha; Suresh Sundaram 002 (FUZZ-IEEE, 2013)

Meta-cognitive q-Gaussian RBF network for binary classification: Application to mild cognitive impairment (MCI). - G. Sateesh Babu; Suresh Sundaram 002; B. S. Mahanand (IJCNN, 2013)

Protein secondary structure prediction using a fully complex-valued relaxation network. - B. Shamima; Ramaswamy Savitha; Suresh Sundaram 002; Saras Saraswathi (IJCNN, 2013)

A basis coupled evolving spiking neural network with afferent input neurons. - Shirin Dora; Ramaswamy Savitha; Suresh Sundaram 002 (IJCNN, 2013)

Autism spectrum disorder detection using projection based learning meta-cognitive RBF network. - Vigneshwaran Senthilvel; B. S. Mahanand; Suresh Sundaram 002; Ramaswamy Savitha (IJCNN, 2013)

Meta-cognitive RBF Network and its Projection Based Learning algorithm for classification problems. - G. Sateesh Babu; Suresh Sundaram 002 (Appl. Soft Comput., 2013)

Subject independent human action recognition using spatio-depth information and meta-cognitive RBF network. - R. Venkatesh Babu; Ramaswamy Savitha; Suresh Sundaram 002; Bhuvnesh Agarwal (Eng. Appl. Artif. Intell., 2013)

Parkinson's disease prediction using gene expression - A projection based learning meta-cognitive neural classifier approach. - G. Sateesh Babu; Suresh Sundaram 002 (Expert Syst. Appl., 2013)

Fast learning complex-valued classifiers for real-valued classification problems. - Ramaswamy Savitha; Suresh Sundaram 002; Narasimhan Sundararajan (Int. J. Mach. Learn. Cybern., 2013)

A Metacognitive Neuro-Fuzzy Inference System (McFIS) for Sequential Classification Problems. - Kartick Subramanian; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Fuzzy Syst., 2013)

Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems. - Giduthuri Sateesh Babu; Suresh Sundaram 002 (IEEE Trans. Neural Networks Learn. Syst., 2013)

Projection-Based Fast Learning Fully Complex-Valued Relaxation Neural Network. - Ramaswamy Savitha; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Neural Networks Learn. Syst., 2013)

Supervised Learning with Complex-valued Neural Networks - Suresh Sundaram 002; Narasimhan Sundararajan; Ramaswamy Savitha (Springer, 2013)

Identification of potential biomarkers in the hippocampus region for the diagnosis of ADHD using PBL-McRBFN approach. - Badrinarayanan Rangarajan; Suresh Sundaram 002; B. S. Mahanand (ICARCV, 2014)

Meta-cognitive fuzzy extreme learning machine. - Yong Zhang 007; Meng Joo Er; Suresh Sundaram 002 (ICARCV, 2014)

A computationally fast Interval Type-2 Neuro-Fuzzy Inference System and its Meta-Cognitive projection based learning algorithm. - A. K. Das 002; Kartick Subramanian; Suresh Sundaram 002 (IJCNN, 2014)

A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier. - Shirin Dora; Suresh Sundaram 002; N. Sundararajan 001 (IJCNN, 2014)

An optical flow feature and McFIS based approach for 3-dimensional human action recognition. - Kartick Subramanian; Radhakrishnan Venkatesh Babu; Suresh Sundaram 002 (ISSNIP, 2014)

Human cognition inspired particle swarm optimization algorithm. - Muhammad Rizwan Tanweer; Suresh Sundaram 002 (ISSNIP, 2014)

Meta-cognitive Interval Type-2 neuro-fuzzy inference system for wind prediction. - A. K. Das 002; Suresh Sundaram 002; N. Srikanth (MFI, 2014)

Human meta-cognition inspired collaborative search algorithm for optimization. - Muhammad Rizwan Tanweer; Suresh Sundaram 002; Narasimhan Sundararajan (MFI, 2014)

Meta-Cognitive Learning Neural Classifier for Alzheimer's Disease Detection. - B. S. Mahanand; G. Sateesh Babu; Suresh Sundaram 002 (SEMCCO, 2014)

Hybrid real-coded genetic algorithm for data partitioning in multi-round load distribution and scheduling in heterogeneous systems. - Suresh Sundaram 002; Hao Huang; Hyoung Joong Kim (Appl. Soft Comput., 2014)

A Meta-Cognitive Learning Algorithm for an Extreme Learning Machine Classifier. - Ramaswamy Savitha; Suresh Sundaram 002; Hyoung Joong Kim (Cogn. Comput., 2014)

A novel PBL-McRBFN-RFE approach for identification of critical brain regions responsible for Parkinson's disease. - Giduthuri Sateesh Babu; Suresh Sundaram 002; Belathur Suresh Mahanand (Expert Syst. Appl., 2014)

A meta-cognitive interval type-2 fuzzy inference system and its projection based learning algorithm. - Kartick Subramanian; Ankit Kumar Das; Suresh Sundaram 002; Savitha Ramasamy (Evol. Syst., 2014)

A complex-valued neuro-fuzzy inference system and its learning mechanism. - Kartick Subramanian; Ramaswamy Savitha; Suresh Sundaram 002 (Neurocomputing, 2014)

A Metacognitive Complex-Valued Interval Type-2 Fuzzy Inference System. - Kartick Subramanian; Savitha Ramasamy; Suresh Sundaram 002 (IEEE Trans. Neural Networks Learn. Syst., 2014)

HumanCog: A cognitive architecture for solving optimization problems. - Abdullah Al-Dujaili; K. Subramanian 001; Suresh Sundaram 002 (CEC, 2015)

Mentoring based particle swarm optimization algorithm for faster convergence. - Muhammad Rizwan Tanweer; Suresh Sundaram 002; Narasimhan Sundararajan (CEC, 2015)

Improved SRPSO algorithm for solving CEC 2015 computationally expensive numerical optimization problems. - Muhammad Rizwan Tanweer; Suresh Sundaram 002; Narasimhan Sundararajan (CEC, 2015)

A subject-specific frequency band selection for efficient BCI- an interval type-2 fuzzy inference system approach. - A. K. Das 002; Suresh Sundaram 002; Narasimhan Sundararajan; K. Subramanian 001 (FUZZ-IEEE, 2015)

Automatic seizure detection in multichannel EEG using McCIT2FIS approach. - Shirin Dora; Badrinarayanan Rangarajan; K. Subramanian 001; Suresh Sundaram 002 (FUZZ-IEEE, 2015)

Evolving Complex-Valued Interval Type-2 Fuzzy Inference System. - K. Subramanian 001; Suresh Sundaram 002 (FUZZ-IEEE, 2015)

A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems. - Shirin Dora; Suresh Sundaram 002; Narasimhan Sundararajan (IJCNN, 2015)

Using regional homogeneity from functional MRI for diagnosis of ASD among males. - Vigneshwaran Senthilvel; B. S. Mahanand; Suresh Sundaram 002; Narasimhan Sundararajan (IJCNN, 2015)

ASD detection in males using MRI- an age-group based study. - Vigneshwaran Senthilvel; Suresh Sundaram 002; B. S. Mahanand; N. Sundararajan 001 (IJCNN, 2015)

Empirical Assessment of Human Learning Principles Inspired PSO Algorithms on Continuous Black-Box Optimization Testbed. - Muhammad Rizwan Tanweer; Abdullah Al-Dujaili; Suresh Sundaram 002 (SEMCCO, 2015)

An Effect-Size Based Channel Selection Algorithm for Mental Task Classification in Brain Computer Interface. - A. K. Das 002; Suresh Sundaram 002 (SMC, 2015)

On the Performance of Particle Swarm Optimization Algorithms in Solving Cheap Problems. - Abdullah Al-Dujaili; Muhammad Rizwan Tanweer; Suresh Sundaram 002 (SSCI, 2015)

DE vs. PSO: A Performance Assessment for Expensive Problems. - Abdullah Al-Dujaili; Muhammad Rizwan Tanweer; Suresh Sundaram 002 (SSCI, 2015)

Human action recognition in H.264/AVC compressed domain using meta-cognitive radial basis function network. - R. Venkatesh Babu; Badrinarayanan Rangarajan; Suresh Sundaram 002; Manu Tom (Appl. Soft Comput., 2015)

A sequential learning algorithm for a spiking neural classifier. - Shirin Dora; Suresh Sundaram 002; N. Sundararajan 001 (Appl. Soft Comput., 2015)

Multi-class BCGA-ELM based classifier that identifies biomarkers associated with hallmarks of cancer. - Vasily Sachnev; Saras Saraswathi; Rashid Niaz; Andrzej Kloczkowski; Suresh Sundaram 002 (BMC Bioinform., 2015)

A Cognitive Ensemble of Extreme Learning Machines for Steganalysis Based on Risk-Sensitive Hinge Loss Function. - Vasiliy Sachnev; Savitha Ramasamy; Suresh Sundaram 002; Hyoung Joong Kim; Hee Joon Hwang (Cogn. Comput., 2015)

Accurate detection of autism spectrum disorder from structural MRI using extended metacognitive radial basis function network. - Vigneshwaran Subbaraju; Suresh Sundaram 002; Narasimhan Sundararajan; Mahanand Belathur Suresh (Expert Syst. Appl., 2015)

A Fully Complex-valued Fast Learning Classifier (FC-FLC) for real-valued classification problems. - M. Sivachitra; Ramaswamy Savitha; Suresh Sundaram 002; S. Vijayachitra (Neurocomputing, 2015)

Self regulating particle swarm optimization algorithm. - Muhammad Rizwan Tanweer; Suresh Sundaram 002; Narasimhan Sundararajan (Inf. Sci., 2015)

Quantized insensitive consensus of Lipschitz nonlinear multi-agent systems using the incidence matrix. - Xiang-Gui Guo; Jianliang Wang; Fang Liao; Suresh Sundaram 002; Srikanth Narasimalu (J. Frankl. Inst., 2015)

Scheduling in compute cloud with multiple data banks using divisible load paradigm. - Suresh Sundaram 002; Hao Huang; Hyoung Joong Kim (IEEE Trans. Aerosp. Electron. Syst., 2015)

An Evolving Interval Type-2 Neurofuzzy Inference System and Its Metacognitive Sequential Learning Algorithm. - Ankit Kumar Das; Kartick Subramanian; Suresh Sundaram 002 (IEEE Trans. Fuzzy Syst., 2015)

Dividing rectangles attack multi-objective optimization. - Abdullah Al-Dujaili; Suresh Sundaram 002 (CEC, 2016)

Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds. - Abdullah Al-Dujaili; Suresh Sundaram 002 (CEC, 2016)

Meta-cognitive interval type-2 fuzzy controller for quadcopter flight control- an EEG based approach. - A. K. Das 002; Tan Teck Leong; Suresh Sundaram 002; Narasimhan Sundararajan (FUZZ-IEEE, 2016)

A fully tuned sequential interval type-2 fuzzy inference system for motor-imagery task classification. - A. K. Das 002; Suresh Sundaram 002; Narasimhan Sundararajan (FUZZ-IEEE, 2016)

A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study. - Abdullah Al-Dujaili; Suresh Sundaram 002 (GECCO (Companion), 2016)

Hypervolume-Based DIRECT for Multi-Objective Optimisation. - Cheryl Sze Yin Wong; Abdullah Al-Dujaili; Suresh Sundaram 002 (GECCO (Companion), 2016)

Meta-cognitive Regression Neural Network for function approximation: Application to Remaining Useful Life estimation. - G. Sateesh Babu; Xiaoli Li 001; Suresh Sundaram 002 (IJCNN, 2016)

Prediction of membrane protein structures using a Projection based Meta-cognitive Radial Basis Function Network. - R. Shamima; Suresh Sundaram 002 (IJCNN, 2016)

A robust interval Type-2 Fuzzy Inference based BCI system. - A. K. Das 002; Suresh Sundaram 002; Narasimhan Sundararajan (SMC, 2016)

A hybrid Deep Boltzmann Functional Link Network for classification problems. - Ramasamy Savitha; Kit Yan Chan; Phyo Phyo San; Sai-Ho Ling; Suresh Sundaram 002 (SSCI, 2016)

Multi-Objective Self Regulating Particle Swarm Optimization algorithm for BMOBench platform. - Muhammad Rizwan Tanweer; Abdullah Al-Dujaili; Suresh Sundaram 002 (SSCI, 2016)

Preliminary study: Qualitative indicators in multi-objective DIRECT framework. - Cheryl Sze Yin Wong; Suresh Sundaram 002 (SSCI, 2016)

A multi-objective approach for 3D airspace sectorization: A study on Singapore regional airspace. - Cheryl Sze Yin Wong; T. K. Venugopalan; Suresh Sundaram 002 (SSCI, 2016)

Protein secondary structure prediction using a small training set (compact model) combined with a Complex-valued neural network approach. - Shamima Rashid; Saras Saraswathi; Andrzej Kloczkowski; Suresh Sundaram 002; Andrzej Kolinski (BMC Bioinform., 2016)

A discriminative subject-specific spatio-spectral filter selection approach for EEG based motor-imagery task classification. - A. K. Das 002; Suresh Sundaram 002; N. Sundararajan 001 (Expert Syst. Appl., 2016)

An interval type-2 fuzzy inference system and its meta-cognitive learning algorithm. - A. K. Das 002; Nguyen Anh; Suresh Sundaram 002; Narasimalu Srikanth (Evol. Syst., 2016)

Development of a Self-Regulating Evolving Spiking Neural Network for classification problem. - Shirin Dora; K. Subramanian 001; Suresh Sundaram 002; N. Sundararajan 001 (Neurocomputing, 2016)

A Naive multi-scale search algorithm for global optimization problems. - Abdullah Al-Dujaili; Suresh Sundaram 002 (Inf. Sci., 2016)

Dynamic mentoring and self-regulation based particle swarm optimization algorithm for solving complex real-world optimization problems. - Muhammad Rizwan Tanweer; Suresh Sundaram 002; N. Sundararajan 001 (Inf. Sci., 2016)

An ADHD Diagnostic Approach Based on Binary-Coded Genetic Algorithm and Extreme Learning Machine. - Vasily Sachnev; Suresh Sundaram 002 (J. Comput. Sci. Eng., 2016)

An Improved Sample Balanced Genetic Algorithm and Extreme Learning Machine for Accurate Alzheimer Disease Diagnosis. - Vasiliy Sachnev; Suresh Sundaram 002 (J. Comput. Sci. Eng., 2016)

MSO: a framework for bound-constrained black-box global optimization algorithms. - Abdullah Al-Dujaili; Suresh Sundaram 002; N. Sundararajan 001 (J. Glob. Optim., 2016)

Directionally Driven Self-Regulating Particle Swarm Optimization algorithm. - Muhammad Rizwan Tanweer; R. Auditya; Suresh Sundaram 002; N. Sundararajan 001; N. Srikanth (Swarm Evol. Comput., 2016)

A Self-Regulated Interval Type-2 Neuro-Fuzzy Inference System for Handling Nonstationarities in EEG Signals for BCI. - Ankit Kumar Das; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Fuzzy Syst., 2016)

Extended Metacognitive Neuro-Fuzzy Inference System for Biometric Identification. - Bindu Madhavi Padmanabhuni; Kartick Subramanian; Suresh Sundaram 002 (Recent Advances in Computational Intelligence in Defense and Security, 2016)

Embedded Bandits for Large-Scale Black-Box Optimization. - Abdullah Al-Dujaili; Suresh Sundaram 002 (AAAI, 2017)

Development of a Higher Order Cognitive Optimization algorithm. - Muhammad Rizwan Tanweer; Suresh Sundaram 002; Narasimhan Sundararajan (CEC, 2017)

Comprehensive study of features for subject-independent emotion recognition. - Adhikari Ashutosh; Ramasamy Savitha; Suresh Sundaram 002 (IJCNN, 2017)

OMKT: Projection based bounded on-line multiple kernel tracker. - Prabhash Kumarasinghe; Suresh Sundaram 002 (IJCNN, 2017)

MiPAL: Multiple-instance passive aggressive learning for identification of attention deficit hyperactive disorder from fMRI. - Prabhash Kumarasinghe; Suresh Sundaram 002; Vigneshwaran Subbaraju (IJCNN, 2017)

Block-based feature extraction model for early fire detection. - Kuang-Pen Chou; Mukesh Prasad; Deepak Gupta 004; Sharmi Sankar; Ting-Wei Xu; Suresh Sundaram 002; Chin-Teng Lin; Wen-Chieh Lin (SSCI, 2017)

Fast Deformable Model for Pedestrian Detection with Haar-like features. - Kuang-Pen Chou; Mukesh Prasad; Deepak Puthal; Ping-Hung Chen; Dinesh Kumar Vishwakarma; Suresh Sundaram 002; Chin-Teng Lin; Wen-Chieh Lin (SSCI, 2017)

Asymptotic Optimality of Rapidly Exploring Random Tree. - Titas Bera; Debasish Ghose; Suresh Sundaram 002 (CoRR, 2017)

Online Learning with Regularized Kernel for One-class Classification. - Chandan Gautam; Aruna Tiwari; Suresh Sundaram 002; Kapil Ahuja (CoRR, 2017)

Online Meta-neuron based Learning Algorithm for a spiking neural classifier. - Shirin Dora; Suresh Sundaram 002; Narasimhan Sundararajan (Inf. Sci., 2017)

Identifying differences in brain activities and an accurate detection of autism spectrum disorder using resting state functional-magnetic resonance imaging : A spatial filtering approach. - Vigneshwaran Subbaraju; Mahanand Belathur Suresh; Suresh Sundaram 002; Narasimhan Sundararajan (Medical Image Anal., 2017)

A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients. - Pavitra Krishnaswamy; Savitha Ramasamy; Abdullah Al-Dujaili; Srinath Sridharan; Geraldine Goh; Shao Chuen Tong; Khin Chaw Yu Aung; Gerard Leong Kui Toh; Michael Ross Macdonald; Sheldon Lee Shao Guang; Yan Cao; Suresh Sundaram 002; et al. (AAAI Workshops, 2018)

State Estimation of an Agile Target using Discrete Sliding Mode Observer. - K. Harikumar 001; Titas Bera; Rajarshi Bardhan; Suresh Sundaram 002 (CoDIT, 2018)

Regularized Spatial Filtering Method (R-SFM) for detection of Attention Deficit Hyperactivity Disorder (ADHD) from resting-state functional Magnetic Resonance Imaging (rs-fMRI). - Abhay M. S. Aradhya; Vigneshwaran Subbaraju; Suresh Sundaram 002; Narasimhan Sundararajan (EMBC, 2018)

Preference-based 3-dimensional en-route airspace sectorization. - Cheryl Sze Yin Wong; Suresh Sundaram 002 (GECCO, 2018)

Wind Speed Intervals Prediction using Meta-cognitive Approach. - Nguyen Anh; Mukesh Prasad; Narasimalu Srikanth; Suresh Sundaram 002 (INNS Conference on Big Data, 2018)

Wave Forecasting using Meta-cognitive Interval Type-2 Fuzzy Inference System. - Nguyen Anh; Mukesh Prasad; Narasimalu Srikanth; Suresh Sundaram 002 (INNS Conference on Big Data, 2018)

Online video streaming for human tracking based on weighted resampling particle filter. - Mukesh Prasad; Liang-Cheng Chang; Deepak Gupta 004; Mahardhika Pratama; Suresh Sundaram 002; Chin-Teng Lin (INNS Conference on Big Data, 2018)

A fast and self-adaptive on-line learning detection system. - Mukesh Prasad; Ding-Rong Zheng; Domingo Mery; Deepak Puthal; Suresh Sundaram 002; Chin-Teng Lin (INNS Conference on Big Data, 2018)

Dynamic Area Coverage for Multi-UAV Using Distributed UGVs: A Two-Stage Density Estimation Approach. - Senthilnath Jayavelu; Harikumar Kandath 001; Suresh Sundaram 002 (IRC, 2018)

Autonomous Navigation and Sensorless Obstacle Avoidance for UGV with Environment Information from UAV. - Harikumar Kandath 001; Titas Bera; Rajarshi Bardhan; Suresh Sundaram 002 (IRC, 2018)

A Hybrid Cross-Entropy Guided Genetic Algorithm for Scheduling Multi-Energy Systems. - Mainak Dan; Seshadhri Srinivasan; Suresh Sundaram 002 (SSCI, 2018)

Mutli-agent consensus under communication failure using Actor-Critic Reinforcement Learning. - Harikumar Kandath 001; Senthilnath Jayavelu; Suresh Sundaram 002 (SSCI, 2018)

A Meta-cognitive Recurrent Fuzzy Inference System with Memory Neurons (McRFIS-MN) and its Fast Learning Algorithm for Time Series Forecasting. - Subhrajit Samanta; Shubhangi Ghosh; Suresh Sundaram 002 (SSCI, 2018)

Editorial: Special issue on Advanced Soft Computing for Prognostic Health Management. - Mahardhika Pratama; Edwin Lughofer; Suresh Sundaram 002; Moamar Sayed-Mouchaweh; Igor Skrjanc; Fahed Mostafa (Appl. Soft Comput., 2018)

Multi-layer Kernel Ridge Regression for One-class Classification. - Chandan Gautam; Aruna Tiwari; Suresh Sundaram 002; Alexandros Iosifidis (CoRR, 2018)

Efficient resource allocation for decentralized heterogeneous system using density estimation approach. - J. Senthilnath 001; K. Harikumar 001; Suresh Sundaram 002 (Encycl. Semantic Comput. Robotic Intell., 2018)

Cooperative obstacle avoidance for heterogeneous unmanned systems during search mission. - K. Harikumar 001; Titas Bera; Rajarshi Bardhan; Suresh Sundaram 002 (Encycl. Semantic Comput. Robotic Intell., 2018)

Multi-Objective Simultaneous Optimistic Optimization. - Abdullah Al-Dujaili; Suresh Sundaram 002 (Inf. Sci., 2018)

Pareto-aware strategies for faster convergence in multi-objective multi-scale search optimization. - Cheryl Sze Yin Wong; Abdullah Al-Dujaili; Suresh Sundaram 002; N. Sundararajan 001 (Inf. Sci., 2018)

Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI. - Abhay M. S. Aradhya; Aditya Joglekar; Suresh Sundaram 002; Mahardhika Pratama (AAAI, 2019)

RIT2FIS: A Recurrent Interval Type 2 Fuzzy Inference System and its Rule Base Estimation. - Subhrajit Samanta; Andre Hartanto; Mahardhika Pratama; Suresh Sundaram 002; Narasimalu Srikanth (IJCNN, 2019)

A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting. - Subhrajit Samanta; Suresh Sundaram 002; J. Senthilnath 001; N. Sundararajan 001 (Appl. Soft Comput., 2019)

Multi-Region Risk-Sensitive Cognitive Ensembler for Accurate Detection of Attention-Deficit/Hyperactivity Disorder. - Vasily Sachnev; Suresh Sundaram 002; Narasimhan Sundararajan; Belathur Suresh Mahanand; Muhammad W. Azeem; Saras Saraswathi (Cogn. Comput., 2019)

Efficient single input-output layer spiking neural classifier with time-varying weight model. - Abeegithan Jeyasothy; Savitha Ramasamy; Suresh Sundaram 002 (CoRR, 2019)

A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights. - Abeegithan Jeyasothy; Suresh Sundaram 002; Savitha Ramasamy; Narasimhan Sundararajan (CoRR, 2019)

Robust simultaneous stabilization and decoupling of unstable adversely coupled uncertain resource constraints plants of a nano air vehicle. - Jinraj V. Pushpangathan; Harikumar Kandath 001; Suresh Sundaram 002 (CoRR, 2019)

A novel Spatio-Temporal Fuzzy Inference System (SPATFIS) and its stability analysis. - Subhrajit Samanta; Mahardhika Pratama; Suresh Sundaram 002 (Inf. Sci., 2019)

Revisiting norm optimization for multi-objective black-box problems: a finite-time analysis. - Abdullah Al-Dujaili; Suresh Sundaram 002 (J. Glob. Optim., 2019)

Discrete-time sliding mode observer for the state estimation of a manoeuvring target. - K. Harikumar 001; Titas Bera; Rajarshi Bardhan; Suresh Sundaram 002 (J. Syst. Control. Eng., 2019)

Interval prediction of wave energy characteristics using meta-cognitive interval type-2 fuzzy inference system. - Nguyen Anh; Suresh Sundaram 002; Mahardhika Pratama; Narasimalu Srikanth (Knowl. Based Syst., 2019)

Multi-UAV Oxyrrhis Marina-Inspired Search and Dynamic Formation Control for Forest Firefighting. - K. Harikumar 001; Senthilnath Jayavelu; Suresh Sundaram 002 (IEEE Trans Autom. Sci. Eng., 2019)

An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network. - Shirin Dora; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Cybern., 2019)

CDAS: A Cognitive Decision-Making Architecture for Dynamic Airspace Sectorization for Efficient Operations. - Cheryl Sze Yin Wong; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Intell. Transp. Syst., 2019)

SEFRON: A New Spiking Neuron Model With Time-Varying Synaptic Efficacy Function for Pattern Classification. - Abeegithan Jeyasothy; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Neural Networks Learn. Syst., 2019)

Metaheuristic Spatial Transformation (MST) for accurate detection of Attention Deficit Hyperactivity Disorder (ADHD) using rs-fMRI. - Abhay M. S. Aradhya; Suresh Sundaram 002; Mahardhika Pratama (EMBC, 2020)

Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier. - Pranav Machingal; Mohammed Thousif; Shirin Dora; Suresh Sundaram 002 (IJCNN, 2020)

A Dual Network Solution (DNS) for Lag-Free Time Series Forecasting. - Subhrajit Samanta; Mahardhika Pratama; Suresh Sundaram 002; Narasimalu Srikanth (IJCNN, 2020)

Context-Aware Deep Q-Network for Decentralized Cooperative Reconnaissance by a Robotic Swarm. - Nishant Mohanty; Mohitvishnu S. Gadde; Suresh Sundaram 002; N. Sundararajan 001; P. B. Sujit (CoRR, 2020)

Restricted Airspace Protection using Multi-UAV Spatio-TemporalMulti-Task Allocation. - Shridhar Velhal; Suresh Sundaram 002 (CoRR, 2020)

Gap Reduced Minimum Error Robust Simultaneous Estimation For Unstable Nano Air Vehicle. - Jinraj V. Pushpangathan; Harikumar Kandath 001; Suresh Sundaram 002; Narasimhan Sundararajan (CoRR, 2020)

A rolling horizon optimization approach for dynamic airspace sectorization. - Cheryl Sze Yin Wong; Suresh Sundaram 002; N. Sundararajan 001 (IFAC J. Syst. Control., 2020)

Learning elastic memory online for fast time series forecasting. - Subhrajit Samanta; Mahardhika Pratama; Suresh Sundaram 002; Narasimalu Srikanth (Neurocomputing, 2020)

Mission Aware Motion Planning (MAP) Framework With Physical and Geographical Constraints for a Swarm of Mobile Stations. - K. Harikumar 001; J. Senthilnath 001; Suresh Sundaram 002 (IEEE Trans. Cybern., 2020)

A Scenario-Based Branch-and-Bound Approach for MES Scheduling in Urban Buildings. - Mainak Dan; Seshadhri Srinivasan; Suresh Sundaram 002; Arvind Easwaran; Luigi Glielmo (IEEE Trans. Ind. Informatics, 2020)

Spatio-Temporal Look-Ahead Trajectory Prediction using Memory Neural Network. - Nishanth Rao; Suresh Sundaram 002 (IJCNN, 2021)

Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification. - Chandan Gautam; Aruna Tiwari; Pratik K. Mishra; Suresh Sundaram 002; Alexandros Iosifidis; Muhammad Tanveer 001 (Cogn. Comput., 2021)

A Decentralized Multi-UAV Spatio-Temporal Multi-Task Allocation Approach for Perimeter Defense. - Shridhar Velhal; Suresh Sundaram 002; Narasimhan Sundararajan (CoRR, 2021)

Robust EMRAN based Neural Aided Learning Controller for Autonomous Vehicles. - Sauranil Debarshi; Suresh Sundaram 002; Narasimhan Sundararajan (CoRR, 2021)

Discriminant Spatial Filtering Method (DSFM) for the identification and analysis of abnormal resting state brain activities. - Abhay M. S. Aradhya; Vigneshwaran Subbaraju; Suresh Sundaram 002; Narasimhan Sundararajan (Expert Syst. Appl., 2021)

Meta-neuron learning based spiking neural classifier with time-varying weight model for credit scoring problem. - Abeegithan Jeyasothy; Savitha Ramasamy; Suresh Sundaram 002 (Expert Syst. Appl., 2021)

FPA clust: evaluation of the flower pollination algorithm for data clustering. - J. Senthilnath 001; Sushant Kulkarni; Suresh Sundaram 002; Xin-She Yang 001; Jón Atli Benediktsson (Evol. Intell., 2021)

Erratum to "A rolling horizon optimization approach for dynamic airspace sectorization" [IFAC J. Syst. Control 11 (2020) 100076]. - Cheryl Sze Yin Wong; Suresh Sundaram 002; N. Sundararajan 001 (IFAC J. Syst. Control., 2021)

Bayesian Neuro-Fuzzy Inference System for Temporal Dependence Estimation. - Subhrajit Samanta; Mahardhika Pratama; Suresh Sundaram 002 (IEEE Trans. Fuzzy Syst., 2021)

Adaptive Online Learning With Regularized Kernel for One-Class Classification. - Chandan Gautam; Aruna Tiwari; Suresh Sundaram 002; Kapil Ahuja (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning. - Chandan Gautam; Sethupathy Parameswaran; Vinay Verma; Suresh Sundaram 002; Savitha Ramasamy (EMNLP (Findings), 2022)

Adaptive Latent Transformation (ALT) for classification of resting state - fMRI. - Abhay M. S. Aradhya; Gaurav Sharma; Mahardhika Pratama; Suresh Sundaram 002 (SSCI, 2022)

Fully Complex-valued Fully Convolutional Multi-feature Fusion Network(FC2MFN) for Building Segmentation of InSAR images. - Aniruddh Sikdar; Sumanth Udupa; Suresh Sundaram 002; Narasimhan Sundararajan (SSCI, 2022)

An efficient Deep Spatio-Temporal Context Aware decision Network (DST-CAN) for Predictive Manoeuvre Planning. - Jayabrata Chowdhury; Suresh Sundaram 002; Nishanth Rao; Narasimhan Sundararajan (CoRR, 2022)

A Non-iterative Spatio-temporal Multi-task Assignments based Collision-free Trajectories for Music Playing Robots. - Shridhar Velhal; Krishna Kishore VS; Suresh Sundaram 002 (CoRR, 2022)

An Efficient Approach with Dynamic Multi-Swarm of UAVs for Forest Firefighting. - Josy John; K. Harikumar 001; J. Senthilnath 001; Suresh Sundaram 002 (CoRR, 2022)

Multi-Modal Domain Fusion for Multi-modal Aerial View Object Classification. - Sumanth Udupa; Aniruddh Sikdar; Suresh Sundaram 002 (CoRR, 2022)

Fully Complex-valued Fully Convolutional Multi-feature Fusion Network (FC2MFN) for Building Segmentation of InSAR images. - Aniruddh Sikdar; Sumanth Udupa; Suresh Sundaram 002; Narasimhan Sundararajan (CoRR, 2022)

Robust EMRAN-aided coupled controller for autonomous vehicles. - Sauranil Debarshi; Suresh Sundaram 002; Narasimhan Sundararajan (Eng. Appl. Artif. Intell., 2022)

Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination. - Abhay M. S. Aradhya; Andri Ashfahani; Fienny Angelina; Mahardhika Pratama; Rodrigo Fernandes de Mello; Suresh Sundaram 002 (Inf. Sci., 2022)

Design and integration of a drone based passive manipulator for capturing flying targets. - Vidyadhara B. V; Lima Agnel Tony; Mohitvishnu S. Gadde; Shuvrangshu Jana; Varun V. P.; Aashay Anil Bhise; Suresh Sundaram 002; Debasish Ghose (Robotica, 2022)

Dynamic Resource Allocation With Decentralized Multi-Task Assignment Approach for Perimeter Defense Problem. - Shridhar Velhal; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Aerosp. Electron. Syst., 2022)

BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery. - J. Senthilnath 001; Abhishek Kumar; Anurag Jain; K. Harikumar 001; Meenakumari Thapa; Suresh Sundaram 002; Gautham Anand; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2022)

A Decentralized Multirobot Spatiotemporal Multitask Assignment Approach for Perimeter Defense. - Shridhar Velhal; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Robotics, 2022)

Robust Simultaneously Stabilizing Decoupling Output Feedback Controllers for Unstable Adversely Coupled Nano Air Vehicles. - Jinraj V. Pushpangathan; Harikumar Kandath 001; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Robust and Scalable Indoor Robot Localization Based on Fusion of Infrastructure Camera Feeds and On-Board Sensors. - Poornima J. D; Raghu Krishnapuram; Mukunda Bharatheesha; Bharadwaj Amrutur; Suresh Sundaram 002 (AIR, 2023)

Computationally Light Spectrally Normalized Memory Neuron Network based Estimator for GPS-denied operation of Micro-UAV. - Nishanth Rao; Suresh Sundaram 002; Varun Raghavendra (CoDIT, 2023)

DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery. - Aniruddh Sikdar; Sumanth Udupa; Prajwal Gurunath; Suresh Sundaram 002 (CVPR Workshops, 2023)

Temporal Waypoint Navigation of Multi-UAV Payload System using Barrier Functions. - Nishanth Rao; Suresh Sundaram 002; Pushpak Jagtap (ECC, 2023)

Unsupervised Out-of-Distribution Detection Using Few in-Distribution Samples. - Chandan Gautam; Aditya Kane; Savitha Ramasamy; Suresh Sundaram 002 (ICASSP, 2023)

Fully Complex-Valued Deep Learning Model for Visual Perception. - Aniruddh Sikdar; Sumanth Udupa; Suresh Sundaram 002 (ICASSP, 2023)

Learning to Classify Faster Using Spiking Neural Networks. - Pranav Machingal; Mohammed Thousif; Shirin Dora; Suresh Sundaram 002; Qinggang Meng (IJCNN, 2023)

A Dynamic Heterogeneous Team-based Non-iterative Approach for Online Pick-up and Just-In-Time Delivery Problems. - Shridhar Velhal; Srikrishna B. R; Mukunda Bharatheesha; Suresh Sundaram 002 (CoRR, 2023)

A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem. - Mohammed Thousif; Shridhar Velhal; Suresh Sundaram 002; Shirin Dora (CoRR, 2023)

Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) for comfortable and safe autonomous driving. - Jayabrata Chowdhury; Vishruth Veerendranath; Suresh Sundaram 002; Narasimhan Sundararajan (CoRR, 2023)

Priority-based DREAM Approach for Highly Manoeuvring Intruders in A Perimeter Defense Problem. - Shridhar Velhal; Suresh Sundaram 002; Narasimhan Sundararajan (CoRR, 2023)

Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation. - Aniruddh Sikdar; Jayant Teotia; Suresh Sundaram 002 (CoRR, 2023)

A Comprehensive Study on Modelling and Control of Autonomous Underwater Vehicle. - Rajini Makam; Pruthviraj Mane; Suresh Sundaram 002; P. B. Sujit (CoRR, 2023)

A decentralized learning strategy to restore connectivity during multi-agent formation control. - Rajdeep Dutta; Harikumar Kandath 001; Senthilnath Jayavelu; Xiao-Li Li 001; Suresh Sundaram 002; Daniel J. Pack (Neurocomputing, 2023)

Empirical Study of Protein Feature Representation on Deep Belief Networks Trained With Small Data for Secondary Structure Prediction. - Shamima Rashid; Suresh Sundaram 002; Chee Keong Kwoh 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

A New Approach for JPEG Steganalysis with a Cognitive Evolving Ensembler and Robust Feature Selection. - Vasily Sachnev; Narasimhan Sundararajan; Suresh Sundaram 002 (Cogn. Comput., 2023)

PASE: An autonomous sequential framework for the state estimation of dynamical systems. - Harikumar Kandath 001; Md Meftahul Ferdaus; Zhen Wei Ng; Bangjian Zhou; Suresh Sundaram 002; Xiaoli Li 001; Senthilnath Jayavelu (Expert Syst. Appl., 2023)

Integrated Decision Control Approach for Cooperative Safety-Critical Payload Transport in a Cluttered Environment. - Nishanth Rao; Suresh Sundaram 002 (IEEE Trans. Aerosp. Electron. Syst., 2023)

Graph-Based Prediction and Planning Policy Network (GP3Net) for Scalable Self-Driving in Dynamic Environments Using Deep Reinforcement Learning. - Jayabrata Chowdhury; Venkataramanan Shivaraman; Suresh Sundaram 002; P. B. Sujit (AAAI, 2024)

Genetic Algorithm-based Routing and Scheduling for Wildfire Suppression using a Team of UAVs. - Josy John; Suresh Sundaram 002 (CEC, 2024)

MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation. - Sumanth Udupa; Prajwal Gurunath; Aniruddh Sikdar; Suresh Sundaram 002 (CVPR, 2024)

Class Name Guided Out-of-Scope Intent Classification. - Chandan Gautam; Sethupathy Parameswaran; Aditya Kane; Yuan Fang 001; Savitha Ramasamy; Suresh Sundaram 002; Sunil Sahu; Xiaoli Li 001 (EMNLP (Findings), 2024)

Learning Multi-Scale Context Mask-RCNN Network for Slant Angled Aerial Imagery in Instance Segmentation in a Sim2Real setup. - Qiranul Saadiyean; S. P. Samprithi; Suresh Sundaram 002 (ICRA, 2024)

SKD-Net: Spectral-based Knowledge Distillation in Low-Light Thermal Imagery for robotic perception. - Aniruddh Sikdar; Jayant Teotia; Suresh Sundaram 002 (ICRA, 2024)

SSL-RGB2IR: Semi-supervised RGB-to-IR Image-to-Image Translation for Enhancing Visual Task Training in Semantic Segmentation and Object Detection. - Aniruddh Sikdar; Qiranul Saadiyean; Prahlad Anand; Suresh Sundaram 002 (IROS, 2024)

A Fast Dynamic Internal Predictive Power Scheduling Approach for Power Management in Microgrids. - Neethu Maya; Bala Kameshwar Poolla; Seshadhri Srinivasan; Narasimhan Sundararajan; Suresh Sundaram 002 (ISGT Asia, 2024)

Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Decision-Making in Dynamic Environment. - Jayabrata Chowdhury; Venkataramanan Shivaraman; Sumit Dangi; Suresh Sundaram 002; P. B. Sujit (SMC, 2024)

An Optimal Multi-Path Power Routing and Transmission Scheduling Approach for Peer-to-Peer Power Trading in Energy Internet. - Neethu Maya; Narasimman Sundararajan; Suresh Sundaram 002 (SMC, 2024)

Improved Imbalance Resilience in Continual Multi-Label Classification with Adaptive Margin Spiking Neural Networks. - Sourav Mishra; Shirin Dora; Suresh Sundaram 002 (SMC, 2024)

Data-Driven Coefficient Estimation for Autonomous Underwater Vehicle Depth Subsystem. - Sourav Mishra; Rajini Makam; Suresh Sundaram 002 (SMC, 2024)

An efficient reinforcement learning scheme for the confinement escape problem. - Vignesh Gurumurthy; Nishant Mohanty; Suresh Sundaram 002; Narasimhan Sundararajan (Appl. Soft Comput., 2024)

A gradient descent algorithm for SNN with time-varying weights for reliable multiclass interpretation. - Abeegithan Jeyasothy; Savitha Ramasamy; Suresh Sundaram 002 (Appl. Soft Comput., 2024)

Deep Attention Driven Reinforcement Learning (DAD-RL) for Autonomous Vehicle Decision-Making in Dynamic Environment. - Jayabrata Chowdhury; Venkataramanan Shivaraman; Sumit Dangi; Suresh Sundaram 002; P. B. Sujit (CoRR, 2024)

Supervised Image Translation from Visible to Infrared Domain for Object Detection. - Prahlad Anand; Qiranul Saadiyean; Aniruddh Sikdar; Nalini N; Suresh Sundaram 002 (CoRR, 2024)

A Fast Dynamic Internal Predictive Power Scheduling Approach for Power Management in Microgrids. - Neethu Maya; Kameshwar Poolla; Seshadhri Srinivasan; Narasimman Sundararajan; Suresh Sundaram 002 (CoRR, 2024)

IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream Tasks. - Manjunath D; Prajwal Gurunath; Sumanth Udupa; Aditya Gandhamal; Shrikar Madhu; Aniruddh Sikdar; Suresh Sundaram 002 (CoRR, 2024)

EROAS: 3D Efficient Reactive Obstacle Avoidance System for Autonomous Underwater Vehicles using 2.5D Forward-Looking Sonar. - Pruthviraj Mane; Allen Jacob George; Rajini Makam; Rudrashis Majumder; Suresh Sundaram 002 (CoRR, 2024)

Development of a Novel Transformation of Spiking Neural Classifier to an Interpretable Classifier. - Abeegithan Jeyasothy; Suresh Sundaram 002; Savitha Ramasamy; Narasimhan Sundararajan (IEEE Trans. Cybern., 2024)

An Efficient Approach With Dynamic Multiswarm of UAVs for Forest Firefighting. - Josy John; K. Harikumar 001; J. Senthilnath 001; Suresh Sundaram 002 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Metacognitive Decision-Making Framework for Multi-UAV Target Search Without Communication. - J. Senthilnath 001; K. Harikumar 001; Suresh Sundaram 002 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Heli-Quad Design for Full-Attitude Fault-Tolerant Control Under Complete Failure of an Actuator. - Eeshan Kulkarni; Narasimhan Sundararajan; Suresh Sundaram 002 (Unmanned Syst., 2024)

OGP-Net: Optical Guidance Meets Pixel-Level Contrastive Distillation for Robust Multi-Modal and Missing Modality Segmentation. - Aniruddh Sikdar; Jayant Teotia; Suresh Sundaram 002 (AAAI, 2025)

VISTA-CLIP: Visual Incremental Self-Tuned Adaptation for Efficient Continual Panoptic Segmentation. - Manjunath D; Shrikar Madhu; Aniruddh Sikdar; Suresh Sundaram 002 (CVPR Workshops, 2025)

SAGA: Semantic-Aware Gray color Augmentation for Visible-to-Thermal Domain Adaptation across Multi-View Drone and Ground-Based Vision Systems. - Manjunath D; Aniruddh Sikdar; Prajwal Gurunath; Sumanth Udupa; Suresh Sundaram 002 (CVPR Workshops, 2025)

PiCaZo: Pixel-Aligned Contrastive Learning for Zero-Shot Domain Adaptation. - Aniruddh Sikdar; Arya Kishor; Ishika Kadam; Suresh Sundaram 002 (CVPR Workshops, 2025)

REAct: Rational Exponential Activation for Better Learning and Generalization in PINNs. - Sourav Mishra; Shreya Hallikeri; Suresh Sundaram 002 (ICASSP, 2025)

A neuro-inspired approach for Continual Multi-Label Learning with evolving spiking networks. - Sourav Mishra; Suresh Sundaram 002; P. Md. Thousif (Eng. Appl. Artif. Intell., 2025)

Dynamic Air Traffic Model for Controlled Large Airspace. - Venkata Praveen Arardhi; Sayan Hazra; Utkarsha Singh; P. K. Nithya; Suresh Sundaram 002; K. P. Sooraj; P. K. Menon; Radhakant Padhi (J. Aerosp. Inf. Syst., 2025)

Syn2Real Domain Generalization for Underwater Mine-Like Object Detection Using Side-Scan Sonar. - Aayush Agrawal; Aniruddh Sikdar; Rajini Makam; Suresh Sundaram 002; Suresh Kumar Besai; Mahesh Gopi (IEEE Geosci. Remote. Sens. Lett., 2025)

A Resource-Efficient Decentralized Sequential Planner for Spatiotemporal Wildfire Mitigation. - Josy John; Shridhar Velhal; Suresh Sundaram 002 (IEEE Trans Autom. Sci. Eng., 2025)

Priority-Based DREAM Approach for Highly Manoeuvring Intruders in a Perimeter Defense Problem. - Shridhar Velhal; Suresh Sundaram 002; Narasimman Sundararajan (IEEE Trans. Syst. Man Cybern. Syst., 2025)

An Efficient Deep Spatio-Temporal Context Aware Decision Network (DST-CAN) for Predictive Manoeuvre Planning on Highways. - Jayabrata Chowdhury; Suresh Sundaram 002; Nishanth Rao; Narasimman Sundararajan (IEEE Trans. Intell. Transp. Syst., 2025)

An Input-Output Feedback Linearization-Based Exponentially Stable Controller for Multi-UAV Payload Transport. - Nishanth Rao; Suresh Sundaram 002 (Unmanned Syst., 2025)

OV-COAST: Cost Aggregation with Optimal Transport for Open-Vocabulary Semantic Segmentation. - Aditya Gandhamal; Aniruddh Sikdar; Suresh Sundaram 002 (CoRR, 2025)

AetherVision-Bench: An Open-Vocabulary RGB-Infrared Benchmark for Multi-Angle Segmentation across Aerial and Ground Perspectives. - Aniruddh Sikdar; Aditya Gandhamal; Suresh Sundaram 002 (CoRR, 2025)