Suresh Sundaram

Orcid: 0000-0001-6275-0921

Affiliations:
  • Indian Institute of Science, Department of Aerospace Engineering, Bengaluru, India
  • Nanyang Technological University, Singapore (former)


According to our database1, Suresh Sundaram authored at least 247 papers between 2005 and 2024.

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Bibliography

2024
Development of a Novel Transformation of Spiking Neural Classifier to an Interpretable Classifier.
IEEE Trans. Cybern., January, 2024

Graph-Based Prediction and Planning Policy Network (GP3Net) for Scalable Self-Driving in Dynamic Environments Using Deep Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Integrated Decision Control Approach for Cooperative Safety-Critical Payload Transport in a Cluttered Environment.
IEEE Trans. Aerosp. Electron. Syst., December, 2023

PASE: An autonomous sequential framework for the state estimation of dynamical systems.
Expert Syst. Appl., April, 2023

A New Approach for JPEG Steganalysis with a Cognitive Evolving Ensembler and Robust Feature Selection.
Cogn. Comput., March, 2023

Empirical Study of Protein Feature Representation on Deep Belief Networks Trained With Small Data for Secondary Structure Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

A decentralized learning strategy to restore connectivity during multi-agent formation control.
Neurocomputing, 2023

A Comprehensive Study on Modelling and Control of Autonomous Underwater Vehicle.
CoRR, 2023

Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation.
CoRR, 2023

MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation.
CoRR, 2023

Priority-based DREAM Approach for Highly Manoeuvring Intruders in A Perimeter Defense Problem.
CoRR, 2023

Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) for comfortable and safe autonomous driving.
CoRR, 2023

A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem.
CoRR, 2023

A Dynamic Heterogeneous Team-based Non-iterative Approach for Online Pick-up and Just-In-Time Delivery Problems.
CoRR, 2023

Learning to Classify Faster Using Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

Fully Complex-Valued Deep Learning Model for Visual Perception.
Proceedings of the IEEE International Conference on Acoustics, 2023

Unsupervised Out-of-Distribution Detection Using Few in-Distribution Samples.
Proceedings of the IEEE International Conference on Acoustics, 2023

Temporal Waypoint Navigation of Multi-UAV Payload System using Barrier Functions.
Proceedings of the European Control Conference, 2023

DeepMAO: Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Computationally Light Spectrally Normalized Memory Neuron Network based Estimator for GPS-denied operation of Micro-UAV.
Proceedings of the 9th International Conference on Control, 2023

Robust and Scalable Indoor Robot Localization Based on Fusion of Infrastructure Camera Feeds and On-Board Sensors.
Proceedings of the 2023 6th International Conference on Advances in Robotics, 2023

2022
Robust Simultaneously Stabilizing Decoupling Output Feedback Controllers for Unstable Adversely Coupled Nano Air Vehicles.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Decentralized Multirobot Spatiotemporal Multitask Assignment Approach for Perimeter Defense.
IEEE Trans. Robotics, 2022

BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Dynamic Resource Allocation With Decentralized Multi-Task Assignment Approach for Perimeter Defense Problem.
IEEE Trans. Aerosp. Electron. Syst., 2022

Design and integration of a drone based passive manipulator for capturing flying targets.
Robotica, 2022

Robust EMRAN-aided coupled controller for autonomous vehicles.
Eng. Appl. Artif. Intell., 2022

Fully Complex-valued Fully Convolutional Multi-feature Fusion Network (FC2MFN) for Building Segmentation of InSAR images.
CoRR, 2022

Multi-Modal Domain Fusion for Multi-modal Aerial View Object Classification.
CoRR, 2022

An Efficient Approach with Dynamic Multi-Swarm of UAVs for Forest Firefighting.
CoRR, 2022

A Non-iterative Spatio-temporal Multi-task Assignments based Collision-free Trajectories for Music Playing Robots.
CoRR, 2022

An Input-Output Feedback Linearization based Exponentially Stable Controller for Multi-UAV Payload Transport.
CoRR, 2022

An efficient Deep Spatio-Temporal Context Aware decision Network (DST-CAN) for Predictive Manoeuvre Planning.
CoRR, 2022

Fully Complex-valued Fully Convolutional Multi-feature Fusion Network(FC<sup>2</sup>MFN) for Building Segmentation of InSAR images.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Adaptive Latent Transformation (ALT) for classification of resting state - fMRI.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
Adaptive Online Learning With Regularized Kernel for One-Class Classification.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Bayesian Neuro-Fuzzy Inference System for Temporal Dependence Estimation.
IEEE Trans. Fuzzy Syst., 2021

Erratum to "A rolling horizon optimization approach for dynamic airspace sectorization" [IFAC J. Syst. Control 11 (2020) 100076].
IFAC J. Syst. Control., 2021

FPA clust: evaluation of the flower pollination algorithm for data clustering.
Evol. Intell., 2021

Meta-neuron learning based spiking neural classifier with time-varying weight model for credit scoring problem.
Expert Syst. Appl., 2021

Discriminant Spatial Filtering Method (DSFM) for the identification and analysis of abnormal resting state brain activities.
Expert Syst. Appl., 2021

Robust EMRAN based Neural Aided Learning Controller for Autonomous Vehicles.
CoRR, 2021

A Decentralized Multi-UAV Spatio-Temporal Multi-Task Allocation Approach for Perimeter Defense.
CoRR, 2021

Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification.
Cogn. Comput., 2021

Spatio-Temporal Look-Ahead Trajectory Prediction using Memory Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
A Scenario-Based Branch-and-Bound Approach for MES Scheduling in Urban Buildings.
IEEE Trans. Ind. Informatics, 2020

Mission Aware Motion Planning (MAP) Framework With Physical and Geographical Constraints for a Swarm of Mobile Stations.
IEEE Trans. Cybern., 2020

Learning elastic memory online for fast time series forecasting.
Neurocomputing, 2020

A rolling horizon optimization approach for dynamic airspace sectorization.
IFAC J. Syst. Control., 2020

Gap Reduced Minimum Error Robust Simultaneous Estimation For Unstable Nano Air Vehicle.
CoRR, 2020

Restricted Airspace Protection using Multi-UAV Spatio-TemporalMulti-Task Allocation.
CoRR, 2020

Context-Aware Deep Q-Network for Decentralized Cooperative Reconnaissance by a Robotic Swarm.
CoRR, 2020

A Dual Network Solution (DNS) for Lag-Free Time Series Forecasting.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Metaheuristic Spatial Transformation (MST) for accurate detection of Attention Deficit Hyperactivity Disorder (ADHD) using rs-fMRI.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
SEFRON: A New Spiking Neuron Model With Time-Varying Synaptic Efficacy Function for Pattern Classification.
IEEE Trans. Neural Networks Learn. Syst., 2019

CDAS: A Cognitive Decision-Making Architecture for Dynamic Airspace Sectorization for Efficient Operations.
IEEE Trans. Intell. Transp. Syst., 2019

An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network.
IEEE Trans. Cybern., 2019

Multi-UAV Oxyrrhis Marina-Inspired Search and Dynamic Formation Control for Forest Firefighting.
IEEE Trans Autom. Sci. Eng., 2019

Interval prediction of wave energy characteristics using meta-cognitive interval type-2 fuzzy inference system.
Knowl. Based Syst., 2019

Discrete-time sliding mode observer for the state estimation of a manoeuvring target.
J. Syst. Control. Eng., 2019

Revisiting norm optimization for multi-objective black-box problems: a finite-time analysis.
J. Glob. Optim., 2019

A novel Spatio-Temporal Fuzzy Inference System (SPATFIS) and its stability analysis.
Inf. Sci., 2019

Robust simultaneous stabilization and decoupling of unstable adversely coupled uncertain resource constraints plants of a nano air vehicle.
CoRR, 2019

A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights.
CoRR, 2019

Efficient single input-output layer spiking neural classifier with time-varying weight model.
CoRR, 2019

Multi-Region Risk-Sensitive Cognitive Ensembler for Accurate Detection of Attention-Deficit/Hyperactivity Disorder.
Cogn. Comput., 2019

A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting.
Appl. Soft Comput., 2019

RIT2FIS: A Recurrent Interval Type 2 Fuzzy Inference System and its Rule Base Estimation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Pareto-aware strategies for faster convergence in multi-objective multi-scale search optimization.
Inf. Sci., 2018

Multi-Objective Simultaneous Optimistic Optimization.
Inf. Sci., 2018

Cooperative obstacle avoidance for heterogeneous unmanned systems during search mission.
Encycl. Semantic Comput. Robotic Intell., 2018

Efficient resource allocation for decentralized heterogeneous system using density estimation approach.
Encycl. Semantic Comput. Robotic Intell., 2018

Multi-layer Kernel Ridge Regression for One-class Classification.
CoRR, 2018

Editorial: Special issue on Advanced Soft Computing for Prognostic Health Management.
Appl. Soft Comput., 2018

A Meta-cognitive Recurrent Fuzzy Inference System with Memory Neurons (McRFIS-MN) and its Fast Learning Algorithm for Time Series Forecasting.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Mutli-agent consensus under communication failure using Actor-Critic Reinforcement Learning.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A Hybrid Cross-Entropy Guided Genetic Algorithm for Scheduling Multi-Energy Systems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Autonomous Navigation and Sensorless Obstacle Avoidance for UGV with Environment Information from UAV.
Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

Dynamic Area Coverage for Multi-UAV Using Distributed UGVs: A Two-Stage Density Estimation Approach.
Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

A fast and self-adaptive on-line learning detection system.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Online video streaming for human tracking based on weighted resampling particle filter.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Wave Forecasting using Meta-cognitive Interval Type-2 Fuzzy Inference System.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Wind Speed Intervals Prediction using Meta-cognitive Approach.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Preference-based 3-dimensional en-route airspace sectorization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Regularized Spatial Filtering Method (R-SFM) for detection of Attention Deficit Hyperactivity Disorder (ADHD) from resting-state functional Magnetic Resonance Imaging (rs-fMRI).
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

State Estimation of an Agile Target using Discrete Sliding Mode Observer.
Proceedings of the 5th International Conference on Control, 2018

A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

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.
Medical Image Anal., 2017

Online Meta-neuron based Learning Algorithm for a spiking neural classifier.
Inf. Sci., 2017

Online Learning with Regularized Kernel for One-class Classification.
CoRR, 2017

Asymptotic Optimality of Rapidly Exploring Random Tree.
CoRR, 2017

Fast Deformable Model for Pedestrian Detection with Haar-like features.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Block-based feature extraction model for early fire detection.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

MiPAL: Multiple-instance passive aggressive learning for identification of attention deficit hyperactive disorder from fMRI.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

OMKT: Projection based bounded on-line multiple kernel tracker.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Comprehensive study of features for subject-independent emotion recognition.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Development of a Higher Order Cognitive Optimization algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Embedded Bandits for Large-Scale Black-Box Optimization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Extended Metacognitive Neuro-Fuzzy Inference System for Biometric Identification.
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016

A Self-Regulated Interval Type-2 Neuro-Fuzzy Inference System for Handling Nonstationarities in EEG Signals for BCI.
IEEE Trans. Fuzzy Syst., 2016

Directionally Driven Self-Regulating Particle Swarm Optimization algorithm.
Swarm Evol. Comput., 2016

MSO: a framework for bound-constrained black-box global optimization algorithms.
J. Glob. Optim., 2016

An Improved Sample Balanced Genetic Algorithm and Extreme Learning Machine for Accurate Alzheimer Disease Diagnosis.
J. Comput. Sci. Eng., 2016

An ADHD Diagnostic Approach Based on Binary-Coded Genetic Algorithm and Extreme Learning Machine.
J. Comput. Sci. Eng., 2016

Dynamic mentoring and self-regulation based particle swarm optimization algorithm for solving complex real-world optimization problems.
Inf. Sci., 2016

A Naive multi-scale search algorithm for global optimization problems.
Inf. Sci., 2016

Development of a Self-Regulating Evolving Spiking Neural Network for classification problem.
Neurocomputing, 2016

An interval type-2 fuzzy inference system and its meta-cognitive learning algorithm.
Evol. Syst., 2016

A discriminative subject-specific spatio-spectral filter selection approach for EEG based motor-imagery task classification.
Expert Syst. Appl., 2016

Protein secondary structure prediction using a small training set (compact model) combined with a Complex-valued neural network approach.
BMC Bioinform., 2016

A multi-objective approach for 3D airspace sectorization: A study on Singapore regional airspace.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Preliminary study: Qualitative indicators in multi-objective DIRECT framework.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Multi-Objective Self Regulating Particle Swarm Optimization algorithm for BMOBench platform.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A hybrid Deep Boltzmann Functional Link Network for classification problems.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A robust interval Type-2 Fuzzy Inference based BCI system.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Prediction of membrane protein structures using a Projection based Meta-cognitive Radial Basis Function Network.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Meta-cognitive Regression Neural Network for function approximation: Application to Remaining Useful Life estimation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Hypervolume-Based DIRECT for Multi-Objective Optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A MATLAB Toolbox for Surrogate-Assisted Multi-Objective Optimization: A Preliminary Study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A fully tuned sequential interval type-2 fuzzy inference system for motor-imagery task classification.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Meta-cognitive interval type-2 fuzzy controller for quadcopter flight control- an EEG based approach.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Analysis of the Bayesian multi-scale optimistic optimization on the CEC2016 and BBOB testbeds.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Dividing rectangles attack multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
An Evolving Interval Type-2 Neurofuzzy Inference System and Its Metacognitive Sequential Learning Algorithm.
IEEE Trans. Fuzzy Syst., 2015

Scheduling in compute cloud with multiple data banks using divisible load paradigm.
IEEE Trans. Aerosp. Electron. Syst., 2015

Quantized insensitive consensus of Lipschitz nonlinear multi-agent systems using the incidence matrix.
J. Frankl. Inst., 2015

Self regulating particle swarm optimization algorithm.
Inf. Sci., 2015

A Fully Complex-valued Fast Learning Classifier (FC-FLC) for real-valued classification problems.
Neurocomputing, 2015

Accurate detection of autism spectrum disorder from structural MRI using extended metacognitive radial basis function network.
Expert Syst. Appl., 2015

A Cognitive Ensemble of Extreme Learning Machines for Steganalysis Based on Risk-Sensitive Hinge Loss Function.
Cogn. Comput., 2015

Multi-class BCGA-ELM based classifier that identifies biomarkers associated with hallmarks of cancer.
BMC Bioinform., 2015

A sequential learning algorithm for a spiking neural classifier.
Appl. Soft Comput., 2015

Human action recognition in H.264/AVC compressed domain using meta-cognitive radial basis function network.
Appl. Soft Comput., 2015

DE vs. PSO: A Performance Assessment for Expensive Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

On the Performance of Particle Swarm Optimization Algorithms in Solving Cheap Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

An Effect-Size Based Channel Selection Algorithm for Mental Task Classification in Brain Computer Interface.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Empirical Assessment of Human Learning Principles Inspired PSO Algorithms on Continuous Black-Box Optimization Testbed.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2015

ASD detection in males using MRI- an age-group based study.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Using regional homogeneity from functional MRI for diagnosis of ASD among males.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Evolving Complex-Valued Interval Type-2 Fuzzy Inference System.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Automatic seizure detection in multichannel EEG using McCIT2FIS approach.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A subject-specific frequency band selection for efficient BCI- an interval type-2 fuzzy inference system approach.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Improved SRPSO algorithm for solving CEC 2015 computationally expensive numerical optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Mentoring based particle swarm optimization algorithm for faster convergence.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

HumanCog: A cognitive architecture for solving optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
A Metacognitive Complex-Valued Interval Type-2 Fuzzy Inference System.
IEEE Trans. Neural Networks Learn. Syst., 2014

A complex-valued neuro-fuzzy inference system and its learning mechanism.
Neurocomputing, 2014

A meta-cognitive interval type-2 fuzzy inference system and its projection based learning algorithm.
Evol. Syst., 2014

A novel PBL-McRBFN-RFE approach for identification of critical brain regions responsible for Parkinson's disease.
Expert Syst. Appl., 2014

A Meta-Cognitive Learning Algorithm for an Extreme Learning Machine Classifier.
Cogn. Comput., 2014

Hybrid real-coded genetic algorithm for data partitioning in multi-round load distribution and scheduling in heterogeneous systems.
Appl. Soft Comput., 2014

Meta-Cognitive Learning Neural Classifier for Alzheimer's Disease Detection.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

Human meta-cognition inspired collaborative search algorithm for optimization.
Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

Meta-cognitive Interval Type-2 neuro-fuzzy inference system for wind prediction.
Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

Human cognition inspired particle swarm optimization algorithm.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

An optical flow feature and McFIS based approach for 3-dimensional human action recognition.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A computationally fast Interval Type-2 Neuro-Fuzzy Inference System and its Meta-Cognitive projection based learning algorithm.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Meta-cognitive fuzzy extreme learning machine.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Identification of potential biomarkers in the hippocampus region for the diagnosis of ADHD using PBL-McRBFN approach.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013
Supervised Learning with Complex-valued Neural Networks
Studies in Computational Intelligence 421, Springer, ISBN: 978-3-642-29490-7, 2013

Projection-Based Fast Learning Fully Complex-Valued Relaxation Neural Network.
IEEE Trans. Neural Networks Learn. Syst., 2013

Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems.
IEEE Trans. Neural Networks Learn. Syst., 2013

A Metacognitive Neuro-Fuzzy Inference System (McFIS) for Sequential Classification Problems.
IEEE Trans. Fuzzy Syst., 2013

Fast learning complex-valued classifiers for real-valued classification problems.
Int. J. Mach. Learn. Cybern., 2013

Parkinson's disease prediction using gene expression - A projection based learning meta-cognitive neural classifier approach.
Expert Syst. Appl., 2013

Subject independent human action recognition using spatio-depth information and meta-cognitive RBF network.
Eng. Appl. Artif. Intell., 2013

Meta-cognitive RBF Network and its Projection Based Learning algorithm for classification problems.
Appl. Soft Comput., 2013

Autism spectrum disorder detection using projection based learning meta-cognitive RBF network.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

A basis coupled evolving spiking neural network with afferent input neurons.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Protein secondary structure prediction using a fully complex-valued relaxation network.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Meta-cognitive q-Gaussian RBF network for binary classification: Application to mild cognitive impairment (MCI).
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Zero-Error Density Maximization based learning algorithm for a neuro-fuzzy inference system.
Proceedings of the FUZZ-IEEE 2013, 2013

A projection based learning algorithm for Meta-Cognitive Neuro-Fuzzy Inference system.
Proceedings of the FUZZ-IEEE 2013, 2013

A Meta-cognitive Interval Type-2 fuzzy inference system classifier and its projection based learning algorithm.
Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

Neural adaptive flight controller for ducted-fan UAV performing nonlinear maneuver.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2013

Detection of onset of Alzheimer's disease from MRI images using a GA-ELM-PSO classifier.
Proceedings of the 2013 Fourth International Workshop on Computational Intelligence in Medical Imaging, 2013

Discrete direct adaptive ELM controller for seismically excited non-linear base-isolated buildings.
Proceedings of the IEEE Symposium on Computational Intelligence in Control and Automation, 2013

Computer Aided Diagnosis of ADHD Using Brain Magnetic Resonance Images.
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

Neural aided discrete PID active controller for non-linear hysteretic base-isolation building.
Proceedings of the 9th Asian Control Conference, 2013

Depth and normal vector identification of an unknown slope from a UAV using a single camera.
Proceedings of the 9th Asian Control Conference, 2013

2012
Scheduling nonlinear divisible loads in a single level tree network.
J. Supercomput., 2012

Scheduling Second-Order Computational Load in Master-Slave Paradigm.
IEEE Trans. Aerosp. Electron. Syst., 2012

A meta-cognitive learning algorithm for a Fully Complex-valued Relaxation Network.
Neural Networks, 2012

Identification of brain regions responsible for Alzheimer's disease using a Self-adaptive Resource Allocation Network.
Neural Networks, 2012

Metacognitive Learning in a Fully Complex-Valued Radial Basis Function Neural Network.
Neural Comput., 2012

Fast learning Circular Complex-valued Extreme Learning Machine (CC-ELM) for real-valued classification problems.
Inf. Sci., 2012

A fully complex-valued radial basis function classifier for real-valued classification problems.
Neurocomputing, 2012

Human action recognition using a fast learning fully complex-valued classifier.
Neurocomputing, 2012

Meta-cognitive Neural Network for classification problems in a sequential learning framework.
Neurocomputing, 2012

Human Action Recognition using Meta-Cognitive Neuro-Fuzzy Inference System.
Int. J. Neural Syst., 2012

An on-line learning neural controller for helicopters performing highly nonlinear maneuvers.
Appl. Soft Comput., 2012

A meta-cognitive sequential learning algorithm for neuro-fuzzy inference system.
Appl. Soft Comput., 2012

Complex-Valued Neuro-Fuzzy Inference System Based Classifier.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

A Projection Based Learning Meta-cognitive RBF Network Classifier for Effective Diagnosis of Parkinson's Disease.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Complex-valued neuro-fuzzy inference system for wind prediction.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Meta-Cognitive Neuro-Fuzzy Inference System for human emotion recognition.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A projection based learning in Meta-cognitive Radial Basis Function Network for classification problems.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Alzheimer's disease detection using a Projection Based Learning Meta-cognitive RBF Network.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
A Sequential Learning Algorithm for Complex-Valued Self-Regulating Resource Allocation Network-CSRAN.
IEEE Trans. Neural Networks, 2011

ICGA-PSO-ELM Approach for Accurate Multiclass Cancer Classification Resulting in Reduced Gene Sets in Which Genes Encoding Secreted Proteins Are Highly Represented.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Online learning neural tracker.
Neurocomputing, 2011

Stable indirect adaptive neural controller for a class of nonlinear system.
Neurocomputing, 2011

Fast Learning Fully Complex-Valued Classifiers for Real-Valued Classification Problems.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

A fast learning Fully Complex-valued Relaxation Network (FCRN).
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A sequential learning algorithm for meta-cognitive neuro-fuzzy inference system for classification problems.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A Fast Learning Complex-valued Neural Classifier for real-valued classification problems.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Alzheimer's disease detection using a Self-adaptive Resource Allocation Network classifier.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Fully complex-valued ELM classifiers for human action recognition.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Lexicon-Free, Novel Segmentation of Online Handwritten Indic Words.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Direct adaptive neural-control system for seismically excited non-linear base-isolated buildings.
Proceedings of the American Control Conference, 2011

2010
A sequential learning algorithm for self-adaptive resource allocation network classifier.
Neurocomputing, 2010

Reversible Watermarking Algorithm with Distortion Compensation.
EURASIP J. Adv. Signal Process., 2010

Performance enhancement of extreme learning machine for multi-category sparse data classification problems.
Eng. Appl. Artif. Intell., 2010

Online adaptive radial basis function networks for robust object tracking.
Comput. Vis. Image Underst., 2010

A self-regulated learning in Fully Complex-valued Radial Basis Function Networks.
Proceedings of the International Joint Conference on Neural Networks, 2010

Automatic take-off control system for helicopter - An H∞ apporach.
Proceedings of the 11th International Conference on Control, 2010

An intelligent fault-tolerant satellite attitude control system with-out hardware redundancies.
Proceedings of the 11th International Conference on Control, 2010

2009
Reversible Watermarking Algorithm Using Sorting and Prediction.
IEEE Trans. Circuits Syst. Video Technol., 2009

A new load distribution strategy for linear network with communication delays.
Math. Comput. Simul., 2009

A new learning algorithm with logarithmic performance index for complex-valued neural networks.
Neurocomputing, 2009

A Fully Complex-Valued Radial Basis Function Network and its Learning Algorithm.
Int. J. Neural Syst., 2009

A direct adaptive neural command controller design for an unstable helicopter.
Eng. Appl. Artif. Intell., 2009

No-reference image quality assessment using modified extreme learning machine classifier.
Appl. Soft Comput., 2009

Fusion of Motion Segmentation with Online Adaptive Neural Classifier for Robust Tracking.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Complex-valued function approximation using a Fully Complex-valued RBF (FC-RBF) learning algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2009

Bio-inspired computing for launch vehicle design and trajectory optimization.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

2008
Risk-sensitive loss functions for sparse multi-category classification problems.
Inf. Sci., 2008

A sequential multi-category classifier using radial basis function networks.
Neurocomputing, 2008

Neural Adaptive Control for Vibration Suppression in Composite Fin-Tip of Aircraft.
Int. J. Neural Syst., 2008

Direct adaptive neural flight control system for an unstable unmanned aircraft.
Appl. Soft Comput., 2008

Complex-valued function approximation using an improved BP learning algorithm for feed-forward networks.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
No-reference JPEG-image quality assessment using GAP-RBF.
Signal Process., 2007

Parallel Magnetic Resonance Imaging using Neural Networks.
Proceedings of the International Conference on Image Processing, 2007

Robust Object Tracking with Radial Basis Function Networks.
Proceedings of the IEEE International Conference on Acoustics, 2007

Direct Adaptive Neural Controller for Earthquake Excited Nonlinear Base Isolated Buildings.
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007

2006
Divisible load scheduling in distributed system with buffer constraints: genetic algorithm and linear programming approach.
Int. J. Parallel Emergent Distributed Syst., 2006

GAP-RBF Based NR Image Quality Measurement for JPEG Coded Images.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

Image Quality Measurement Using Sparse Extreme Learning Machine Classifier.
Proceedings of the Ninth International Conference on Control, 2006

2005
Parallel Implementation of Back-Propagation Algorithm in Networks of Workstations.
IEEE Trans. Parallel Distributed Syst., 2005

Real-Coded Genetic Algorithms for Optimal Static Load Balancing in Distributed Computing System with Communication Delays.
Proceedings of the Computational Science and Its Applications, 2005

Nonlinear lateral command control using neural network for F-16 aircraft.
Proceedings of the American Control Conference, 2005

A Real Coded Genetic Algorithm for Data Partitioning and Scheduling in Networks with Arbitrary Processor Release Time.
Proceedings of the Advances in Computer Systems Architecture, 10th Asia-Pacific Conference, 2005


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