Amir Hussain

According to our database1, Amir Hussain authored at least 249 papers between 1996 and 2019.

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Bibliography

2019
Guided Policy Search for Sequential Multitask Learning.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2019

Weakly Supervised Segmentation of SAR Imagery Using Superpixel and Hierarchically Adversarial CRF.
Remote Sensing, 2019

Robust pixelwise saliency detection via progressive graph rankings.
Neurocomputing, 2019

A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings.
Neurocomputing, 2019

A Novel Semi-Supervised Learning Method Based on Fast Search and Density Peaks.
Complexity, 2019

Large-scale Ensemble Model for Customer Churn Prediction in Search Ads.
Cognitive Computation, 2019

Connections between e-learning, web science, cognitive computation and social sensing, and their relevance to learning analytics: A preliminary study.
Computers in Human Behavior, 2019

TSDL: A Two-Stage Deep Learning Model for Efficient Network Intrusion Detection.
IEEE Access, 2019

A Novel Multi-Stage Fusion based Approach for Gene Expression Profiling in Non-Small Cell Lung Cancer.
IEEE Access, 2019

2018
Applications of Deep Learning and Reinforcement Learning to Biological Data.
IEEE Trans. Neural Netw. Learning Syst., 2018

Learning Latent Features With Infinite Nonnegative Binary Matrix Trifactorization.
IEEE Trans. Emerging Topics in Comput. Intellig., 2018

Extracting online information from dual and multiple data streams.
Neural Computing and Applications, 2018

Multi-modal Fusion.
Inf. Sci., 2018

Clinical Decision Support Systems: A Visual Survey.
Informatica (Slovenia), 2018

Spatial-temporal representatives selection and weighted patch descriptor for person re-identification.
Neurocomputing, 2018

A new two-layer mixture of factor analyzers with joint factor loading model for the classification of small dataset problems.
Neurocomputing, 2018

Semi-supervised learning for big social data analysis.
Neurocomputing, 2018

Towards workload-aware cloud resource provisioning using a multi-controller fuzzy switching approach.
IJHPCN, 2018

Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines.
IEEE Intelligent Systems, 2018

Three-Dimensional Local Energy-Based Shape Histogram (3D-LESH): A Novel Feature Extraction Technique.
Expert Syst. Appl., 2018

A novel decision support system for the interpretation of remote sensing big data.
Earth Science Informatics, 2018

A Novel Method of Signal Fusion Based on Dimension Expansion.
CSSP, 2018

Learning from Few Samples with Memory Network.
Cognitive Computation, 2018

Clustering-Oriented Multiple Convolutional Neural Networks for Single Image Super-Resolution.
Cognitive Computation, 2018

Relation Extraction of Medical Concepts Using Categorization and Sentiment Analysis.
Cognitive Computation, 2018

A Brain-Inspired Trust Management Model to Assure Security in a Cloud Based IoT Framework for Neuroscience Applications.
Cognitive Computation, 2018

Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis.
Cognitive Computation, 2018

Special Issue of BICS 2016.
Cognitive Computation, 2018

Accelerating Infinite Ensemble of Clustering by Pivot Features.
Cognitive Computation, 2018

Special Issue Editorial: Cognitively-Inspired Computing for Knowledge Discovery.
Cognitive Computation, 2018

The Fundamental Code Unit of the Brain: Towards a New Model for Cognitive Geometry.
Cognitive Computation, 2018

A Machine Learning Approach to Detect Router Advertisement Flooding Attacks in Next-Generation IPv6 Networks.
Cognitive Computation, 2018

A Novel Spatiotemporal Longitudinal Methodology for Predicting Obesity Using Near Infrared Spectroscopy (NIRS) Cerebral Functional Activity Data.
Cognitive Computation, 2018

A control theoretical view of cloud elasticity: taxonomy, survey and challenges.
Cluster Computing, 2018

Computational Intelligence Techniques for Mobile Network Optimization [Guest Editorial].
IEEE Comp. Int. Mag., 2018

Cognitive Computing Track Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Arabizi sentiment analysis based on transliteration and automatic corpus annotation.
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

Fast Lip Feature Extraction Using Psychologically Motivated Gabor Features.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation.
Proceedings of the Interspeech 2018, 2018

Improving Deep Neural Network Performance with Kernelized Min-Max Objective.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Saliency Detection via Bidirectional Absorbing Markov Chain.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Style Neutralization Generative Adversarial Classifier.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Comparison of Sentiment Analysis Approaches Using Modern Arabic and Sudanese Dialect.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

SentiALG: Automated Corpus Annotation for Algerian Sentiment Analysis.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

A Novel Semi-supervised Classification Method Based on Class Certainty of Samples.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Exploiting Deep Learning for Persian Sentiment Analysis.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

A Semi-supervised Corpus Annotation for Saudi Sentiment Analysis Using Twitter.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017
Multilayered Echo State Machine: A Novel Architecture and Algorithm.
IEEE Trans. Cybernetics, 2017

Affective Reasoning for Big Social Data Analysis.
IEEE Trans. Affective Computing, 2017

A review of affective computing: From unimodal analysis to multimodal fusion.
Information Fusion, 2017

Group sparse regularization for deep neural networks.
Neurocomputing, 2017

Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis.
Neurocomputing, 2017

Customer churn prediction in the telecommunication sector using a rough set approach.
Neurocomputing, 2017

A Review of Sentiment Analysis Research in Chinese Language.
Cognitive Computation, 2017

A Bayesian Assessment of Real-World Behavior During Multitasking.
Cognitive Computation, 2017

IEEE Access Special Section Editorial: Health Informatics for the Developing World.
IEEE Access, 2017

Deep learning driven multimodal fusion for automated deception detection.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Combining Deep Convolutional Neural Network and SVM to SAR Image Target Recognition.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Managing association of information system outsourcing: A case of information technology (IT) service provider.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Knowledge-oriented leadership and innovation: A mediating role of knowledge creation: A case of software industry.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Improve Deep Learning with Unsupervised Objective.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Predicting Obesity Using Longitudinal Near Infra-Red Spectroscopy (NIRS) Data.
Proceedings of the International Conference on Compute and Data Analysis, 2017

Adaptation of Sentiment Analysis Techniques to Persian Language.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Benchmarking Multimodal Sentiment Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Formal Ontology Generation by deep machine learning.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

Complex-valued computational model of hippocampal CA3 recurrent collaterals.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

Persian Named Entity Recognition.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

Machine learning based computer-aided diagnosis of liver tumours.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016
Fusing audio, visual and textual clues for sentiment analysis from multimodal content.
Neurocomputing, 2016

An online generalized eigenvalue version of Laplacian Eigenmaps for visual big data.
Neurocomputing, 2016

Towards a Biologically Inspired Soft Switching Approach for Cloud Resource Provisioning.
Cognitive Computation, 2016

Erratum to: A New Spatio-Temporal Saliency-Based Video Object Segmentation.
Cognitive Computation, 2016

A New Spatio-Temporal Saliency-Based Video Object Segmentation.
Cognitive Computation, 2016

Towards GPU-Based Common-Sense Reasoning: Using Fast Subgraph Matching.
Cognitive Computation, 2016

Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis.
Cognitive Computation, 2016

From Spin to Swindle: Identifying Falsification in Financial Text.
Cognitive Computation, 2016

Advances in Brain-Inspired Cognitive Systems.
Cognitive Computation, 2016

A Neuro-Fuzzy Control System Based on Feature Extraction of Surface Electromyogram Signal for Solar-Powered Wheelchair.
Cognitive Computation, 2016

Biologically Inspired Progressive Enhancement Target Detection from Heavy Cluttered SAR Images.
Cognitive Computation, 2016

Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cognitive Computation, 2016

Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cognitive Computation, 2016

Distributed Reservoir Computing with Sparse Readouts [Research Frontier].
IEEE Comp. Int. Mag., 2016

A novel ontology and machine learning driven hybrid cardiovascular clinical prognosis as a complex adaptive clinical system.
CASM, 2016

Comparing Oversampling Techniques to Handle the Class Imbalance Problem: A Customer Churn Prediction Case Study.
IEEE Access, 2016

Genetic optimization of fuzzy membership functions for cloud resource provisioning.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An exploratory case study of interactive simulation for teaching Ecology.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

Learning Latent Features with Infinite Non-negative Binary Matrix Tri-factorization.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Convolutional MKL Based Multimodal Emotion Recognition and Sentiment Analysis.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Deep and Sparse Learning in Speech and Language Processing: An Overview.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

An Investigation of Machine Learning and Neural Computation Paradigms in the Design of Clinical Decision Support Systems (CDSSs).
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Continuous Time Recurrent Neural Network Model of Recurrent Collaterals in the Hippocampus CA3 Region.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Modified Cat Swarm Optimization for Clustering.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Predicting Insulin Resistance in Children Using a Machine-Learning-Based Clinical Decision Support System.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Visual Attention Model with a Novel Learning Strategy and Its Application to Target Detection from SAR Images.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

PerSent: A Freely Available Persian Sentiment Lexicon.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

A Novel Fully Automated Liver and HCC Tumor Segmentation System Using Morphological Operations.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

A New Biologically-Inspired Analytical Worm Propagation Model for Mobile Unstructured Peer-to-Peer Networks.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

A Data Driven Approach to Audiovisual Speech Mapping.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Lung cancer detection using Local Energy-based Shape Histogram (LESH) feature extraction and cognitive machine learning techniques.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015
Towards an intelligent framework for multimodal affective data analysis.
Neural Networks, 2015

Local energy-based shape histogram feature extraction technique for breast cancer diagnosis.
Expert Syst. Appl., 2015

Word Polarity Disambiguation Using Bayesian Model and Opinion-Level Features.
Cognitive Computation, 2015

AspNet: Aspect Extraction by Bootstrapping Generalization and Propagation Using an Aspect Network.
Cognitive Computation, 2015

A Biologically Inspired Vision-Based Approach for Detecting Multiple Moving Objects in Complex Outdoor Scenes.
Cognitive Computation, 2015

Convergence Analysis of a New Self Organizing Map Based Optimization (SOMO) Algorithm.
Cognitive Computation, 2015

Visual Attention Model Based Vehicle Target Detection in Synthetic Aperture Radar Images: A Novel Approach.
Cognitive Computation, 2015

Sentic Computing.
Cognitive Computation, 2015

Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach.
Cognitive Computation, 2015

A Novel Near-Infrared Spectroscopy Based Spatiotemporal Cognition Study of the Human Brain Using Clustering.
Cognitive Computation, 2015

Introduction: Dealing with Big Data-Lessons from Cognitive Computing.
Cognitive Computation, 2015

A Cognitively Inspired Approach to Two-Way Cluster Extraction from One-Way Clustered Data.
Cognitive Computation, 2015

Sentiment Data Flow Analysis by Means of Dynamic Linguistic Patterns.
IEEE Comp. Int. Mag., 2015

Computational Intelligence for Changing Environments [Guest Editorial].
IEEE Comp. Int. Mag., 2015

An Agent-Based Approach for Modelling Peer to Peer Networks.
Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015

Solar Powered Wheel Chair for Physically Challenged People Using Surface EMG Signal.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

A Novel Ontology and Machine Learning Inspired Hybrid Cardiovascular Decision Support Framework.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Efficient text localization in born-digital images by local contrast-based segmentation.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Discriminative Bi-Term Topic Model for Headline-Based Social News Clustering.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

Integrating Twitter Traffic Information with Kalman Filter Models for Public Transportation Vehicle Arrival Time Prediction.
Proceedings of the Big-Data Analytics and Cloud Computing, 2015

2014
Affective neural networks and cognitive learning systems for big data analysis.
Neural Networks, 2014

EmoSenticSpace: A novel framework for affective common-sense reasoning.
Knowl.-Based Syst., 2014

Special issue on International Symposium on Neural Networks.
Neurocomputing, 2014

Automatic object-oriented coding facility for product life cycle management of discrete products.
Int. J. Computer Integrated Manufacturing, 2014

Novel Biologically Inspired Approaches to Extracting Online Information from Temporal Data.
Cognitive Computation, 2014

Toward a Formal, Visual Framework of Emergent Cognitive Development of Scholars.
Cognitive Computation, 2014

Novel Two-Stage Audiovisual Speech Filtering in Noisy Environments.
Cognitive Computation, 2014

A novel mortality model for acute alcoholic hepatitis including variables recorded after admission to hospital.
Comp. in Bio. and Med., 2014

Classification of Fish Ectoparasite Genus Gyrodactylus SEM Images Using ASM and Complex Network Model.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

A Localization Toolkit for Sentic Net.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Dependency Tree-Based Rules for Concept-Level Aspect-Based Sentiment Analysis.
Proceedings of the Semantic Web Evaluation Challenge, 2014

Dependency-Based Semantic Parsing for Concept-Level Text Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

An efficient Computer Aided Decision Support System for breast cancer diagnosis using Echo State Network classifier.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

A novel cardiovascular decision support framework for effective clinical risk assessment.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

Intelligent image processing techniques for cancer progression detection, recognition and prediction in the human liver.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

Cognitively inspired speech processing for multimodal hearing technology.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

2013
Sentic Computing for Social Media Analysis, Representation, and Retrieval.
Proceedings of the Social Media Retrieval, 2013

Complex adaptive communication networks and environments: Part 2.
Simulation, 2013

Complex adaptive communication networks and environments: Part 1.
Simulation, 2013

Enhanced SenticNet with Affective Labels for Concept-Based Opinion Mining.
IEEE Intelligent Systems, 2013

Common Sense Knowledge for Handwritten Chinese Text Recognition.
Cognitive Computation, 2013

Biometric Applications Related to Human Beings: There Is Life beyond Security.
Cognitive Computation, 2013

In Memory of John G. Taylor: A Polymath Scholar.
Cognitive Computation, 2013

Classification of Transmission Channels by Speech Signal Processing.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013

Towards Reduced EEG Based Brain-Computer Interfacing for Mobile Robot Navigation.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Music Genre Classification: A Semi-supervised Approach.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

Cognitive computation: A case study in cognitive control of autonomous systems and some future directions.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Sentic blending: Scalable multimodal fusion for the continuous interpretation of semantics and sentics.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013

A brain-computer interface test-bench based on EEG signals for research and student training.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2013

Efficient clinical decision making by learning from missing clinical data.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2013

Improved Efficiency of Road Sign Detection and Recognition by Employing Kalman Filter.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013

A Basal Ganglia Inspired Soft Switching Approach to the Motion Control of a Car-Like Autonomous Vehicle.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013

A Review of Artificial Intelligence and Biologically Inspired Computational Approaches to Solving Issues in Narrative Financial Disclosure.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013

Conceptual Clustering of Documents for Automatic Ontology Generation.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013

A Novel Clinical Expert System for Chest Pain Risk Assessment.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013

Sliding mode control of a buck converter for maximum power point tracking of a solar panel.
Proceedings of the IEEE International Conference on Control Applications, 2013

2012
Sentic Computing for social media marketing.
Multimedia Tools Appl., 2012

Novel logistic regression models to aid the diagnosis of dementia.
Expert Syst. Appl., 2012

Sentic PROMs: Application of sentic computing to the development of a novel unified framework for measuring health-care quality.
Expert Syst. Appl., 2012

Cognitive and Emotional Information Processing for Human-Machine Interaction.
Cognitive Computation, 2012

Sentic Album: Content-, Concept-, and Context-Based Online Personal Photo Management System.
Cognitive Computation, 2012

Affective Common Sense Knowledge Acquisition for Sentiment Analysis.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Sentic Maxine: Multimodal Affective Fusion and Emotional Paths.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Clustering Social Networks Using Interaction Semantics and Sentics.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Towards a Chinese Common and Common Sense Knowledge Base for Sentiment Analysis.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

A Novel Road Traffic Sign Detection and Recognition Approach by Introducing CCM and LESH.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Decoding Network Activity from LFPs: A Computational Approach.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Retrieval of Semantic Concepts Based on Analysis of Texts for Automatic Construction of Ontology.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Towards IMACA: Intelligent Multimodal Affective Conversational Agent.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

The Use of ASM Feature Extraction and Machine Learning for the Discrimination of Members of the Fish Ectoparasite Genus Gyrodactylus.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

SenticNet 2: A Semantic and Affective Resource for Opinion Mining and Sentiment Analysis.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Road Sign Detection and Recognition from Video Stream Using HSV, Contourlet Transform and Local Energy Based Shape Histogram.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

Neurobiologically-Inspired Soft Switching Control of Autonomous Vehicles.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

Sentic Neural Networks: A Novel Cognitive Model for Affective Common Sense Reasoning.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

Single LFP Sorting for High-Resolution Brain-Chip Interfacing.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

An Intelligent Multiple-Controller Framework for the Integrated Control of Autonomous Vehicles.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

Semantically Inspired Electronic Healthcare Records.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

An Ontology Driven and Bayesian Network Based Cardiovascular Decision Support Framework.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

Analysis of Pesticide Application Practices Using an Intelligent Agriculture Decision Support System (ADSS).
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

2011
Guest Editorial Data-Based Control, Modeling, and Optimization.
IEEE Trans. Neural Networks, 2011

Agent-based computing from multi-agent systems to agent-based models: a visual survey.
Scientometrics, 2011

Sentic Web: A New Paradigm for Managing Social Media Affective Information.
Cognitive Computation, 2011

Cognitive Computation Special Issue on Cognitive Behavioural Systems.
Cognitive Computation, 2011

Ontology-driven cardiovascular decision support system.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

Sentic Medoids: Organizing Affective Common Sense Knowledge in a Multi-Dimensional Vector Space.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Multi-stage classification of Gyrodactylus species using machine learning and feature selection techniques.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Isanette: A Common and Common Sense Knowledge Base for Opinion Mining.
Proceedings of the Data Mining Workshops (ICDMW), 2011

SimConnector: An Approach to Testing Disaster-Alerting Systems Using Agent Based Simulation Models.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

The Hourglass of Emotions.
Proceedings of the Cognitive Behavioural Systems, 2011

2010
Verification & validation of an agent-based forest fire simulation model.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

SenticSpace: Visualizing Opinions and Sentiments in a Multi-dimensional Vector Space.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Modeling and design of MPPT controller for a PV module using PSCAD/EMTDC.
Proceedings of the IEEE PES Conference on Innovative Smart Grid Technologies, 2010

Switching Between Different Ways to Think - Multiple Approaches to Affective Common Sense Reasoning.
Proceedings of the Analysis of Verbal and Nonverbal Communication and Enactment. The Processing Issues, 2010

Sentic Avatar: Multimodal Affective Conversational Agent with Common Sense.
Proceedings of the Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues, 2010

SenticNet: A Publicly Available Semantic Resource for Opinion Mining.
Proceedings of the Commonsense Knowledge, 2010

2009
Special issue on non-linear and non-conventional speech processing.
Speech Communication, 2009

Brain inspired cognitive systems (BICS).
Neurocomputing, 2009

Cognitive Computation : An Introduction.
Cognitive Computation, 2009

Agent-based tools for modeling and simulation of self-organization in peer-to-peer, ad hoc, and other complex networks.
IEEE Communications Magazine, 2009

Verification & Validation of Agent Based Simulations using the VOMAS (Virtual Overlay Multi-agent System) Approach.
Proceedings of the Second Multi-Agent Logics, 2009

Controlled and Automatic Processing in Animals and Machines with Application to Autonomous Vehicle Control.
Proceedings of the Artificial Neural Networks, 2009

Speech Recognition System and Formant Based Analysis of Spoken Arabic Vowels.
Proceedings of the Future Generation Information Technology, 2009

Sentic Computing: Exploitation of Common Sense for the Development of Emotion-Sensitive Systems.
Proceedings of the Development of Multimodal Interfaces: Active Listening and Synchrony, 2009

Common Sense Computing: From the Society of Mind to Digital Intuition and beyond.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

Emotional Vocal Expressions Recognition Using the COST 2102 Italian Database of Emotional Speech.
Proceedings of the Development of Multimodal Interfaces: Active Listening and Synchrony, 2009

Formant Based Analysis of Spoken Arabic Vowels.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

Maximising Audiovisual Correlation with Automatic Lip Tracking and Vowel Based Segmentation.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

2008
Engineering of intelligent systems (ICEIS 2006).
Neurocomputing, 2008

Autonomous intelligent cruise control using a novel multiple-controller framework incorporating fuzzy-logic-based switching and tuning.
Neurocomputing, 2008

Simulation of the research process.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Emergent Common Functional Principles in Control Theory and the Vertebrate Brain: A Case Study with Autonomous Vehicle Control.
Proceedings of the Artificial Neural Networks, 2008

An Investigation into Audiovisual Speech Correlation in Reverberant Noisy Environments.
Proceedings of the Cross-Modal Analysis of Speech, Gestures, Gaze and Facial Expressions, 2008

Multi-modal Speech Processing Methods: An Overview and Future Research Directions Using a MATLAB Based Audio-Visual Toolbox.
Proceedings of the Multimodal Signals: Cognitive and Algorithmic Issues, 2008

2007
Exponential Stabilization of the Inertia Wheel Pendulum Using Dynamic Surface Control.
Journal of Circuits, Systems, and Computers, 2007

Fuzzy Logic Based Switching and Tuning Supervisor for a Multi-variable Multiple Controller.
Proceedings of the FUZZ-IEEE 2007, 2007

A Novel Psychoacoustically Motivated Multichannel Speech Enhancement System.
Proceedings of the Verbal and Nonverbal Communication Behaviours, 2007

2006
A novel multiple-controller incorporating a radial basis function neural network based generalized learning model.
Neurocomputing, 2006

Brain inspired cognitive systems (BICS 2004).
Neurocomputing, 2006

A new biclustering technique based on crossing minimization.
Neurocomputing, 2006

A nonlinear PID-Based Multiple controller Incorporating a Multilayered Neural Network Learning submodel.
Control and Intelligent Systems, 2006

Data Mining a New Pilot Agriculture Extension Data Warehouse.
Journal of Research and Practice in Information Technology, 2006

Using Biclustering for Automatic Attribute Selection to Enhance Global Visualization.
Proceedings of the Pixelization Paradigm, First Visual Information Expert Workshop, 2006

2005
Nonlinear Speech Enhancement: An Overview.
Proceedings of the Progress in Nonlinear Speech Processing, 2005

Novel Sub-band Adaptive Systems Incorporating Wiener Filtering for Binaural Speech Enhancement.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005

The COST-277 European Action: An Overview.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005

New Sub-band Processing Framework Using Non-linear Predictive Models for Speech Feature Extraction.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005

New Neural Network Based Mobile Location Estimation in a Metropolitan Area.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Non-linear Predictive Models for Speech Processing.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

A New RBF Neural Network Based Non-linear Self-tuning Pole-Zero Placement Controller.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Biclustering Gene Expression Data in the Presence of Noise.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004
A New Multivariable Generalized Minimum-Variance Controller with Pole-Zero Placement.
Control and Intelligent Systems, 2004

Nonlinear Adaptive Speech Enhancement Inspired by Early Auditory Processing.
Proceedings of the Nonlinear Speech Modeling and Applications, 2004

2003
Preprocessing based solution for the vanishing gradient problem in recurrent neural networks.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

A recurrent multiscale architecture for long-term memory prediction task.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Stochastic Resonance and Finite Resolution in a Network of Leaky Integrate-and-Fire Neurons.
Proceedings of the Artificial Neural Networks, 2002

Stochastic resonance and finite resolutions in a leaky integrate-and-fire neuron.
Proceedings of the ESANN 2002, 2002

1999
Speech-Intelligibility Improvements Using a Binaural Adaptive-Scheme Based Conceptually on Human Auditory Processing.
Int. J. Neural Syst., 1999

Multi-Sensor Neural-Network Processing of Noisy Speech.
Int. J. Neural Syst., 1999

Real-time speech modeling using computationally efficient locally recurrent neural networks (CERNs).
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Intelligibility improvements using diverse sub-band processing applied to noisy speech.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Binaural sub-band adaptive speech enhancement using artificial neural networks.
Speech Communication, 1998

Diverse processing in cochlear spaced sub-bands for multi-microphone adaptive speech enhancement in reverberant environments.
Proceedings of the 9th European Signal Processing Conference, 1998

Non-linear processing in cochlear spaced sub-bands using artificial neural networks for multi-microphone adaptive speech enhancement.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
A new adaptive functional-link neural-network-based DFE for overcoming co-channel interference.
IEEE Trans. Communications, 1997

A new metric for selecting sub-band processing in adaptive speech enhancement systems.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

A new neural network structure for temporal signal processing.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Novel artificial neural network architectures and algorithms for non-linear dynamical system modelling and digital communications applications.
PhD thesis, 1996


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