Amir Hussain
Orcid: 0000-0002-8080-082XAffiliations:
- Edinburgh Napier University, School of Computing, Edinburgh, UK
- University of Stirling, Department of Computer Science and Mathematics, Stirling, UK (former)
- University of Dundee, Department of Applied Computing, Dundee, UK (former)
- University of Strathclyde, Glasgow, UK (PhD 1997)
According to our database1,
Amir Hussain
authored at least 525 papers
between 1996 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on napier.ac.uk
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on orcid.org
On csauthors.net:
Bibliography
2025
A Hybrid Semantics and Syntax-Based Graph Convolutional Network for Aspect-Level Sentiment Classification.
Cogn. Comput., February, 2025
RI-L1Approx: A novel Resnet-Inception-based Fast L1-approximation method for face recognition.
Neurocomputing, 2025
PAFPT: Progressive aggregator with feature prompted transformer for underwater image enhancement.
Expert Syst. Appl., 2025
Transition-aware human activity recognition using an ensemble deep learning framework.
Comput. Hum. Behav., 2025
2024
Cogn. Comput., November, 2024
A Comprehensive Survey on Generative AI for Metaverse: Enabling Immersive Experience.
Cogn. Comput., November, 2024
Context-Aware Audio-Visual Speech Enhancement Based on Neuro-Fuzzy Modeling and User Preference Learning.
IEEE Trans. Fuzzy Syst., October, 2024
Expert Syst. J. Knowl. Eng., October, 2024
Expert Syst. J. Knowl. Eng., October, 2024
Exploring Reinforced Class Separability and Discriminative Representations for SAR Target Open Set Recognition.
Remote. Sens., September, 2024
Cogn. Comput., September, 2024
IEEE Trans. Comput. Soc. Syst., August, 2024
STIDNet: Identity-Aware Face Forgery Detection With Spatiotemporal Knowledge Distillation.
IEEE Trans. Comput. Soc. Syst., August, 2024
Expert Syst. J. Knowl. Eng., August, 2024
A novel generative adversarial network-based super-resolution approach for face recognition.
Expert Syst. J. Knowl. Eng., August, 2024
A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism.
Multim. Tools Appl., May, 2024
Overtaking Mechanisms Based on Augmented Intelligence for Autonomous Driving: Data Sets, Methods, and Challenges.
IEEE Internet Things J., May, 2024
Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks.
Expert Syst. J. Knowl. Eng., April, 2024
IEEE Trans. Artif. Intell., March, 2024
Cogn. Comput., March, 2024
PointNu-Net: Keypoint-Assisted Convolutional Neural Network for Simultaneous Multi-Tissue Histology Nuclei Segmentation and Classification.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications.
Inf. Fusion, January, 2024
Cogn. Comput., January, 2024
Cogn. Comput., January, 2024
Comput. Aided Civ. Infrastructure Eng., January, 2024
ESPP: Efficient Sector-Based Charging Scheduling and Path Planning for WRSNs With Hexagonal Topology.
IEEE Trans. Sustain. Comput., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Sentiment Analysis Meets Explainable Artificial Intelligence: A Survey on Explainable Sentiment Analysis.
IEEE Trans. Affect. Comput., 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
DDformer: Dimension decomposition transformer with semi-supervised learning for underwater image enhancement.
Knowl. Based Syst., 2024
A change severity degree-based dynamic multi-objective optimization algorithm with adaptive response strategy.
Inf. Sci., 2024
IEEE Internet Things Mag., 2024
VLC-Assisted Safety Message Dissemination in Roadside Infrastructure-Less IoV Systems: Modeling and Analysis.
IEEE Internet Things J., 2024
A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs.
Neurocomputing, 2024
Graph learning with label attention and hyperbolic embedding for temporal event prediction in healthcare.
Neurocomputing, 2024
Deep learning methods for early detection of Alzheimer's disease using structural MR images: a survey.
Neurocomputing, 2024
Unveiling machine learning strategies and considerations in intrusion detection systems: a comprehensive survey.
Frontiers Comput. Sci., 2024
Can Generative AI Models Extract Deeper Sentiments as Compared to Traditional Deep Learning Algorithms?
IEEE Intell. Syst., 2024
A novel end-to-end deep convolutional neural network based skin lesion classification framework.
Expert Syst. Appl., 2024
LSTMSE-Net: Long Short Term Speech Enhancement Network for Audio-visual Speech Enhancement.
CoRR, 2024
Negation Blindness in Large Language Models: Unveiling the NO Syndrome in Image Generation.
CoRR, 2024
Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids.
CoRR, 2024
Audio-Visual Speech Enhancement in Noisy Environments via Emotion-Based Contextual Cues.
CoRR, 2024
Utilizing ubiquitous learning to foster sustainable development in rural areas: Insights from 6G technology.
Comput. Hum. Behav., 2024
Underwater image clarifying based on human visual colour constancy using double-opponency.
CAAI Trans. Intell. Technol., 2024
A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification.
Appl. Soft Comput., 2024
2023
WIREs Data. Mining. Knowl. Discov., November, 2023
A Digital Twin-Assisted Intelligent Partial Offloading Approach for Vehicular Edge Computing.
IEEE J. Sel. Areas Commun., November, 2023
A Hurst-based diffusion model using time series characteristics for influence maximization in social networks.
Expert Syst. J. Knowl. Eng., November, 2023
Artificial Intelligence for Cognitive Health Assessment: State-of-the-Art, Open Challenges and Future Directions.
Cogn. Comput., November, 2023
Design and Evaluation of Wearable Multimodal RF Sensing System for Vascular Dementia Detection.
IEEE Trans. Biomed. Circuits Syst., October, 2023
FastAdaBelief: Improving Convergence Rate for Belief-Based Adaptive Optimizers by Exploiting Strong Convexity.
IEEE Trans. Neural Networks Learn. Syst., September, 2023
Novel welch-transform based enhanced spectro-temporal analysis for cognitive microsleep detection using a single electrode EEG.
Neurocomputing, September, 2023
Enhancing Arabic-text feature extraction utilizing label-semantic augmentation in few/zero-shot learning.
Expert Syst. J. Knowl. Eng., September, 2023
A novel multimodal online news popularity prediction model based on ensemble learning.
Expert Syst. J. Knowl. Eng., September, 2023
Steel surface defect detection based on self-supervised contrastive representation learning with matching metric.
Appl. Soft Comput., September, 2023
Guest Editorial Special Issue on Behavioral Modeling, Learning, and Adaptation in Cyber-Physical-Social Intelligence.
IEEE Trans. Comput. Soc. Syst., August, 2023
Recognizing British Sign Language Using Deep Learning: A Contactless and Privacy-Preserving Approach.
IEEE Trans. Comput. Soc. Syst., August, 2023
WETM: A word embedding-based topic model with modified collapsed Gibbs sampling for short text.
Pattern Recognit. Lett., August, 2023
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023
Comput., June, 2023
Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead.
Inf. Fusion, May, 2023
Eng. Appl. Artif. Intell., May, 2023
Towards Faster Training Algorithms Exploiting Bandit Sampling From Convex to Strongly Convex Conditions.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023
A novel approach of many-objective particle swarm optimization with cooperative agents based on an inverted generational distance indicator.
Inf. Sci., April, 2023
Fusing external knowledge resources for natural language understanding techniques: A survey.
Inf. Fusion, April, 2023
IEEE Trans. Syst. Man Cybern. Syst., March, 2023
IEEE Internet Things Mag., March, 2023
Canonical cortical graph neural networks and its application for speech enhancement in audio-visual hearing aids.
Neurocomputing, March, 2023
Eng. Appl. Artif. Intell., March, 2023
Multimodal salient object detection via adversarial learning with collaborative generator.
Eng. Appl. Artif. Intell., March, 2023
Cogn. Comput., March, 2023
Editorial: The new frontier in brain network physiology: from temporal dynamics to the principles of integration in physiological brain networks.
Frontiers Comput. Neurosci., February, 2023
A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting.
Entropy, February, 2023
Educ. Inf. Technol., January, 2023
A Novel Homomorphic Encryption and Consortium Blockchain-Based Hybrid Deep Learning Model for Industrial Internet of Medical Things.
IEEE Trans. Netw. Sci. Eng., 2023
IEEE Trans. Affect. Comput., 2023
A Novel Unsupervised Video Anomaly Detection Framework Based on Optical Flow Reconstruction and Erased Frame Prediction.
Sensors, 2023
An Enhanced Binary Particle Swarm Optimization (E-BPSO) algorithm for service placement in hybrid cloud platforms.
Neural Comput. Appl., 2023
A novel oversampling and feature selection hybrid algorithm for imbalanced data classification.
Multim. Tools Appl., 2023
An Incremental SAR Target Recognition Framework via Memory-Augmented Weight Alignment and Enhancement Discrimination.
IEEE Geosci. Remote. Sens. Lett., 2023
DNet-CNet: a novel cascaded deep network for real-time lane detection and classification.
J. Ambient Intell. Humaniz. Comput., 2023
Adaptive Modulation Based on Nondata-Aided Error Vector Magnitude for Smart Systems in Smart Cities.
IEEE Internet Things J., 2023
WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs.
Inf. Fusion, 2023
Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement.
Inf. Fusion, 2023
PointGS: Bridging and fusing geometric and semantic space for 3D point cloud analysis.
Inf. Fusion, 2023
Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions.
Inf. Fusion, 2023
An Artificial Neural Network-Based Model for Effective Software Development Effort Estimation.
Comput. Syst. Sci. Eng., 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Live Demonstration: Unlocking the Potential of Two-Point Neuronal Cells for Energy-Efficient Training of Deep Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Towards Two-point Neuron-inspired Energy-efficient Multimodal Open Master Hearing Aid.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Frequency-Domain Functional Links For Nonlinear Feedback Cancellation In Hearing Aids.
Proceedings of the IEEE International Conference on Acoustics, 2023
Towards Individualised Speech Enhancement: An SNR Preference Learning System for Multi-Modal Hearing Aids.
Proceedings of the IEEE International Conference on Acoustics, 2023
Towards Pose-Invariant Audio-Visual Speech Enhancement in the Wild for Next-Generation Multi-Modal Hearing Aids.
Proceedings of the IEEE International Conference on Acoustics, 2023
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2023
2022
Exploiting Attention-Consistency Loss For Spatial-Temporal Stream Action Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2022
A Novel Multi-Stage Residual Feature Fusion Network for Detection of COVID-19 in Chest X-Ray Images.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2022
A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, 2022
Ellipse Encoding for Arbitrary-Oriented SAR Ship Detection Based on Dynamic Key Points.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Emerg. Top. Comput. Intell., 2022
FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning.
IEEE Trans. Artif. Intell., 2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement.
IEEE Trans. Artif. Intell., 2022
A Trimodel SAR Semisupervised Recognition Method Based on Attention-Augmented Convolutional Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
RoadSeg-CD: A Network With Connectivity Array and Direction Map for Road Extraction From SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis.
Soc. Netw. Anal. Min., 2022
A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls.
Sensors, 2022
A Few-Shot Learning Method for SAR Images Based on Weighted Distance and Feature Fusion.
Remote. Sens., 2022
Cloud based scalable object recognition from video streams using orientation fusion and convolutional neural networks.
Pattern Recognit., 2022
Does semantics aid syntax? An empirical study on named entity recognition and classification.
Neural Comput. Appl., 2022
Neural Comput. Appl., 2022
A novel explainable machine learning approach for EEG-based brain-computer interface systems.
Neural Comput. Appl., 2022
A novel multimodal fusion network based on a joint-coding model for lane line segmentation.
Inf. Fusion, 2022
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images.
Neurocomputing, 2022
Int. J. Autom. Comput., 2022
Novel single and multi-layer echo-state recurrent autoencoders for representation learning.
Eng. Appl. Artif. Intell., 2022
CoRR, 2022
Unlocking the potential of two-point cells for energy-efficient training of deep nets.
CoRR, 2022
Audio-Visual Speech Enhancement and Separation by Leveraging Multi-Modal Self-Supervised Embeddings.
CoRR, 2022
A Novel Speech Intelligibility Enhancement Model based on CanonicalCorrelation and Deep Learning.
CoRR, 2022
Design of Flexible Meander Line Antenna for Healthcare for Wireless Medical Body Area Networks.
CoRR, 2022
A Multimodal Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement.
CoRR, 2022
Hearing Loss, Cognitive Load and Dementia: An Overview of Interrelation, Detection and Monitoring Challenges with Wearable Non-invasive Microwave Sensors.
CoRR, 2022
Evolutionary Multitask Optimization: a Methodological Overview, Challenges, and Future Research Directions.
Cogn. Comput., 2022
Cogn. Comput., 2022
Comput. Electr. Eng., 2022
BMC Bioinform., 2022
Appl. Soft Comput., 2022
DPb-MOPSO: A Dynamic Pareto bi-level Multi-objective Particle Swarm Optimization Algorithm.
Appl. Soft Comput., 2022
IEEE Access, 2022
Next Generation Cognition-Aware Hearing Aid Devices With Microwave Sensors: Opportunities and Challenges.
IEEE Access, 2022
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids.
Proceedings of the IEEE International Conference on E-health Networking, 2022
Market demand analysis and validation of Ace Aquatec Seal Detection system for protecting salmonids from predation in fish farms.
Proceedings of the IEEE Global Humanitarian Technology Conference, 2022
A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Design of Flexible Meander Line Antenna for Healthcare in Wireless Body Area Network Systems.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids.
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2022
2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Airport Detection in SAR Images Via Salient Line Segment Detector and Edge-Oriented Region Growing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect.
SN Comput. Sci., 2021
Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures.
Sensors, 2021
Radar Sensing for Activity Classification in Elderly People Exploiting Micro-Doppler Signatures Using Machine Learning.
Sensors, 2021
Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model.
Sensors, 2021
Sensors, 2021
Sensors, 2021
Neural Comput. Appl., 2021
Advances in machine translation for sign language: approaches, limitations, and challenges.
Neural Comput. Appl., 2021
Multi-lingual character handwriting framework based on an integrated deep learning based sequence-to-sequence attention model.
Memetic Comput., 2021
A novel approach to stance detection in social media tweets by fusing ranked lists and sentiments.
Inf. Fusion, 2021
Neurocomputing, 2021
Neurocomputing, 2021
Neurocomputing, 2021
Lane-DeepLab: Lane semantic segmentation in automatic driving scenarios for high-definition maps.
Neurocomputing, 2021
Neurocomputing, 2021
Neurocomputing, 2021
Neurocomputing, 2021
Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification.
Neurocomputing, 2021
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG Sources.
Int. J. Neural Syst., 2021
A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers.
IEEE CAA J. Autom. Sinica, 2021
Frontiers Big Data, 2021
Novel Artificial Immune Networks-based optimization of shallow machine learning (ML) classifiers.
Expert Syst. Appl., 2021
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts.
Entropy, 2021
Comput. Sci. Rev., 2021
PointNu-Net: Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification in the Clinical Wild.
CoRR, 2021
CoRR, 2021
Discriminative Dictionary Design for Action Classification in Still Images and Videos.
Cogn. Comput., 2021
Cogn. Comput., 2021
Style-Neutralized Pattern Classification Based on Adversarially Trained Upgraded U-Net.
Cogn. Comput., 2021
Comput. Intell. Neurosci., 2021
Conference Report on 2020 IEEE World Congress on Computational Intelligence (IEEE WCCI 2020) [Conference Reports].
IEEE Comput. Intell. Mag., 2021
Appl. Soft Comput., 2021
IEEE Access, 2021
iWorksafe: Towards Healthy Workplaces During COVID-19 With an Intelligent Phealth App for Industrial Settings.
IEEE Access, 2021
A Novel Deep Learning-Based Multilevel Parallel Attention Neural (MPAN) Model for Multidomain Arabic Sentiment Analysis.
IEEE Access, 2021
2020
IEEE Trans. Veh. Technol., 2020
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19.
IEEE J. Biomed. Health Informatics, 2020
IEEE Trans. Emerg. Top. Comput. Intell., 2020
A Novel Attention Fully Convolutional Network Method for Synthetic Aperture Radar Image Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Customized 2D Barcode Sensing for Anti-Counterfeiting Application in Smart IoT with Fast Encoding and Information Hiding.
Sensors, 2020
Anchor-free Convolutional Network with Dense Attention Feature Aggregation for Ship Detection in SAR Images.
Remote. Sens., 2020
Encoding primitives generation policy learning for robotic arm to overcome catastrophic forgetting in sequential multi-tasks learning.
Neural Networks, 2020
A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia.
Neural Networks, 2020
Neural Networks, 2020
CochleaNet: A robust language-independent audio-visual model for real-time speech enhancement.
Inf. Fusion, 2020
Contextual deep learning-based audio-visual switching for speech enhancement in real-world environments.
Inf. Fusion, 2020
Improving deep neural network performance by integrating kernelized Min-Max objective.
Neurocomputing, 2020
Neurocomputing, 2020
A novel biologically-inspired target detection method based on saliency analysis for synthetic aperture radar (SAR) imagery.
Neurocomputing, 2020
A novel statistical analysis and autoencoder driven intelligent intrusion detection approach.
Neurocomputing, 2020
A hybrid Persian sentiment analysis framework: Integrating dependency grammar based rules and deep neural networks.
Neurocomputing, 2020
Frontiers Comput. Neurosci., 2020
Entropy, 2020
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations.
CoRR, 2020
Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes.
Cogn. Comput., 2020
Cogn. Comput., 2020
Cogn. Comput., 2020
Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations.
Cogn. Comput., 2020
A Novel Real-Time, Lightweight Chaotic-Encryption Scheme for Next-Generation Audio-Visual Hearing Aids.
Cogn. Comput., 2020
Clust. Comput., 2020
Impact of Relay Location of STANC Bi-Directional Transmission for Future Autonomous Internet of Things Applications.
IEEE Access, 2020
A Highly-Efficient Fuzzy-Based Controller With High Reduction Inputs and Membership Functions for a Grid-Connected Photovoltaic System.
IEEE Access, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
IEEE Trans. Syst. Man Cybern. Syst., 2019
Remote. Sens., 2019
Weakly Supervised Segmentation of SAR Imagery Using Superpixel and Hierarchically Adversarial CRF.
Remote. Sens., 2019
Inf. Fusion, 2019
Neurocomputing, 2019
Neurocomputing, 2019
A novel deep learning driven, low-cost mobility prediction approach for 5G cellular networks: The case of the Control/Data Separation Architecture (CDSA).
Neurocomputing, 2019
A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings.
Neurocomputing, 2019
Bi-level multi-objective evolution of a Multi-Layered Echo-State Network Autoencoder for data representations.
Neurocomputing, 2019
A comparison of two methods of using a serious game for teaching marine ecology in a university setting.
Int. J. Hum. Comput. Stud., 2019
Int. J. Autom. Comput., 2019
CoRR, 2019
CoRR, 2019
Complex., 2019
Cogn. Comput., 2019
Cogn. Comput., 2019
Cognitively Inspired Feature Extraction and Speech Recognition for Automated Hearing Loss Testing.
Cogn. Comput., 2019
A New Algorithm for SAR Image Target Recognition Based on an Improved Deep Convolutional Neural Network.
Cogn. Comput., 2019
Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial].
IEEE Comput. Intell. Mag., 2019
Connections between e-learning, web science, cognitive computation and social sensing, and their relevance to learning analytics: A preliminary study.
Comput. Hum. Behav., 2019
Computational and natural language processing based studies of hadith literature: a survey.
Artif. Intell. Rev., 2019
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges.
IEEE Access, 2019
IEEE Access, 2019
A Semi-Supervised Synthetic Aperture Radar (SAR) Image Recognition Algorithm Based on an Attention Mechanism and Bias-Variance Decomposition.
IEEE Access, 2019
Big Data Analytics and Mining for Effective Visualization and Trends Forecasting of Crime Data.
IEEE Access, 2019
A Novel Multi-Stage Fusion based Approach for Gene Expression Profiling in Non-Small Cell Lung Cancer.
IEEE Access, 2019
Proceedings of the UK/China Emerging Technologies, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Primitives Generation Policy Learning without Catastrophic Forgetting for Robotic Manipulation.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
Height Prediction for Growth Hormone Deficiency Treatment Planning Using Deep Learning.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
Pixel-Wise Segmentation of SAR Imagery Using Encoder-Decoder Network and Fully-Connected CRF.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
Offline Arabic Handwriting Recognition Using Deep Machine Learning: A Review of Recent Advances.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Emerg. Top. Comput. Intell., 2018
Neural Comput. Appl., 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
Towards workload-aware cloud resource provisioning using a multi-controller fuzzy switching approach.
Int. J. High Perform. Comput. Netw., 2018
IEEE Intell. Syst., 2018
Three-Dimensional Local Energy-Based Shape Histogram (3D-LESH): A Novel Feature Extraction Technique.
Expert Syst. Appl., 2018
Earth Sci. Informatics, 2018
Circuits Syst. Signal Process., 2018
Real-Time Lightweight Chaotic Encryption for 5G IoT Enabled Lip-Reading Driven Secure Hearing-Aid.
CoRR, 2018
CoRR, 2018
Clustering-Oriented Multiple Convolutional Neural Networks for Single Image Super-Resolution.
Cogn. Comput., 2018
Cogn. Comput., 2018
A Brain-Inspired Trust Management Model to Assure Security in a Cloud Based IoT Framework for Neuroscience Applications.
Cogn. Comput., 2018
Cogn. Comput., 2018
Cogn. Comput., 2018
Cogn. Comput., 2018
A Machine Learning Approach to Detect Router Advertisement Flooding Attacks in Next-Generation IPv6 Networks.
Cogn. Comput., 2018
A Novel Spatiotemporal Longitudinal Methodology for Predicting Obesity Using Near Infrared Spectroscopy (NIRS) Cerebral Functional Activity Data.
Cogn. Comput., 2018
Clust. Comput., 2018
Computational Intelligence Techniques for Mobile Network Optimization [Guest Editorial].
IEEE Comput. Intell. Mag., 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
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
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018
2017
IEEE Trans. Cybern., 2017
Inf. Fusion, 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
CoRR, 2017
A novel agent-based simulation framework for sensing in complex adaptive environments.
CoRR, 2017
CoRR, 2017
Cogn. Comput., 2017
IEEE Access, 2017
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
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 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
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the International Conference on Compute and Data Analysis, 2017
A Comparative Study of Persian Sentiment Analysis Based on Different Feature Combinations.
Proceedings of the Communications, Signal Processing, and Systems, 2017
Proceedings of the Communications, Signal Processing, and Systems, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017
2016
ELM Based Algorithms for Acoustic Template Matching in Home Automation Scenarios: Advancements and Performance Analysis.
Proceedings of the Recent Advances in Nonlinear Speech Processing, 2016
Fusing audio, visual and textual clues for sentiment analysis from multimodal content.
Neurocomputing, 2016
Neurocomputing, 2016
A new recurrent neural network based predictive model for Faecal Calprotectin analysis: A retrospective study.
CoRR, 2016
Towards a Biologically Inspired Soft Switching Approach for Cloud Resource Provisioning.
Cogn. Comput., 2016
Cogn. Comput., 2016
Cogn. Comput., 2016
Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis.
Cogn. Comput., 2016
Cogn. Comput., 2016
A Neuro-Fuzzy Control System Based on Feature Extraction of Surface Electromyogram Signal for Solar-Powered Wheelchair.
Cogn. Comput., 2016
Biologically Inspired Progressive Enhancement Target Detection from Heavy Cluttered SAR Images.
Cogn. Comput., 2016
Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016
Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016
IEEE Comput. Intell. Mag., 2016
A novel ontology and machine learning driven hybrid cardiovascular clinical prognosis as a complex adaptive clinical system.
Complex Adapt. Syst. Model., 2016
Comparing Oversampling Techniques to Handle the Class Imbalance Problem: A Customer Churn Prediction Case Study.
IEEE Access, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
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
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
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
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
Neural Networks, 2015
Local energy-based shape histogram feature extraction technique for breast cancer diagnosis.
Expert Syst. Appl., 2015
Cogn. Comput., 2015
AspNet: Aspect Extraction by Bootstrapping Generalization and Propagation Using an Aspect Network.
Cogn. Comput., 2015
A Biologically Inspired Vision-Based Approach for Detecting Multiple Moving Objects in Complex Outdoor Scenes.
Cogn. Comput., 2015
Convergence Analysis of a New Self Organizing Map Based Optimization (SOMO) Algorithm.
Cogn. Comput., 2015
Visual Attention Model Based Vehicle Target Detection in Synthetic Aperture Radar Images: A Novel Approach.
Cogn. Comput., 2015
Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach.
Cogn. Comput., 2015
A Novel Near-Infrared Spectroscopy Based Spatiotemporal Cognition Study of the Human Brain Using Clustering.
Cogn. Comput., 2015
Cogn. Comput., 2015
A Cognitively Inspired Approach to Two-Way Cluster Extraction from One-Way Clustered Data.
Cogn. Comput., 2015
IEEE Comput. Intell. Mag., 2015
IEEE Comput. Intell. Mag., 2015
Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015
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
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
Neural Networks, 2014
Knowl. Based Syst., 2014
Automatic object-oriented coding facility for product life cycle management of discrete products.
Int. J. Comput. Integr. Manuf., 2014
Novel Biologically Inspired Approaches to Extracting Online Information from Temporal Data.
Cogn. Comput., 2014
Cogn. Comput., 2014
Cogn. Comput., 2014
A novel mortality model for acute alcoholic hepatitis including variables recorded after admission to hospital.
Comput. Biol. Medicine, 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
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the Semantic Web Evaluation Challenge, 2014
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
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014
2013
Proceedings of the Social Media Retrieval, 2013
IEEE Intell. Syst., 2013
Cogn. Comput., 2013
Classification of Transmission Channels by Speech Signal Processing.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013
Proceedings of the Advances in Soft Computing and Its Applications, 2013
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
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
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2013
2012
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
Cogn. Comput., 2012
Sentic Album: Content-, Concept-, and Context-Based Online Personal Photo Management System.
Cogn. Comput., 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
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
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
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
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
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
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
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
IEEE Trans. Neural Networks, 2011
Agent-based computing from multi-agent systems to agent-based models: a visual survey.
Scientometrics, 2011
Cogn. Comput., 2011
Cogn. Comput., 2011
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
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
2010
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
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
Proceedings of the Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues, 2010
Proceedings of the Commonsense Knowledge, 2010
2009
Speech Commun., 2009
Agent-based tools for modeling and simulation of self-organization in peer-to-peer, ad hoc, and other complex networks.
IEEE Commun. Mag., 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
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
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
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
Autonomous intelligent cruise control using a novel multiple-controller framework incorporating fuzzy-logic-based switching and tuning.
Neurocomputing, 2008
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.
J. Circuits Syst. Comput., 2007
Fuzzy Logic Based Switching and Tuning Supervisor for a Multi-variable Multiple Controller.
Proceedings of the FUZZ-IEEE 2007, 2007
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
A nonlinear PID-Based Multiple controller Incorporating a Multilayered Neural Network Learning submodel.
Control. Intell. Syst., 2006
J. Res. Pract. Inf. Technol., 2006
Using Biclustering for Automatic Attribute Selection to Enhance Global Visualization.
Proceedings of the Pixelization Paradigm, First Visual Information Expert Workshop, 2006
2005
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
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
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
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
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
2004
A New Multivariable Generalized Minimum-Variance Controller with Pole-Zero Placement.
Control. Intell. Syst., 2004
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
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
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Speech-Intelligibility Improvements Using a Binaural Adaptive-Scheme Based Conceptually on Human Auditory Processing.
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
Speech Commun., 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. Commun., 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
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