Asoke K. Nandi

Orcid: 0000-0001-6248-2875

Affiliations:
  • Brunel University London, UK
  • University of Liverpool, UK (former)


According to our database1, Asoke K. Nandi authored at least 324 papers between 1992 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2011, "For contributions to signal processing and its applications".

Timeline

Legend:

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In proceedings 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Uncertainty-Aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis.
IEEE CAA J. Autom. Sinica, June, 2024

Guest Editorial: Special Issue on Big Data and Computational Social Intelligence for Guaranteed Financial Security.
IEEE Trans. Comput. Soc. Syst., April, 2024

Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation.
IEEE CAA J. Autom. Sinica, April, 2024

SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Multi-task learning mixture density network for interval estimation of the remaining useful life of rolling element bearings.
Reliab. Eng. Syst. Saf., 2024

Lightweight Structure-Aware Transformer Network for Remote Sensing Image Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

Research on Discrimination Method of Carbon Deposit Degree of Automobile Engine Based on Deep Learning.
Comput. Informatics, 2024

High Performance Breast Cancer Diagnosis From Mammograms Using Mixture of Experts With EfficientNet Features (MoEffNet).
IEEE Access, 2024

HSVFormer: Robust and Unsupervised HSV-based Transformer Framework for Low-Light Image Enhancement.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023
Scale-wise interaction fusion and knowledge distillation network for aerial scene recognition.
CAAI Trans. Intell. Technol., December, 2023

Life-cycle modeling driven by coupling competition degradation for remaining useful life prediction.
Reliab. Eng. Syst. Saf., October, 2023

Ensemble deep clustering analysis for time window determination of event-related potentials.
Biomed. Signal Process. Control., September, 2023

Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

Semi-Supervised Medical Image Segmentation Using Adversarial Consistency Learning and Dynamic Convolution Network.
IEEE Trans. Medical Imaging, May, 2023

SGU-Net: Shape-Guided Ultralight Network for Abdominal Image Segmentation.
IEEE J. Biomed. Health Informatics, March, 2023

Quantum classifiers for domain adaptation.
Quantum Inf. Process., February, 2023

Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Ultralightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Identifying Phage Sequences From Metagenomic Data Using Deep Neural Network With Word Embedding and Attention Mechanism.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation.
CoRR, 2023

Lightweight Structure-aware Transformer Network for VHR Remote Sensing Image Change Detection.
CoRR, 2023

From Multiple Independent Metrics to Single Performance Measure Based on Objective Function.
IEEE Access, 2023

Colour Clustering and Deep Transfer Learning Techniques for Breast Cancer Detection Using Mammography Images.
Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

ATENet: Adaptive Tiny-Object Enhanced Network for Polyp Segmentation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Local-Global Siamese Network with Efficient Inter-Scale Feature Learning for Change Detection in VHR Remote Sensing Images.
Proceedings of the IEEE International Conference on Acoustics, 2023

Artificial Intelligence Enabled Radio Signal Intelligence.
Proceedings of the Artificial Intelligence and Cybersecurity: Theory and Applications, 2023

2022
Enhancing Robustness and Resilience of Multiplex Networks Against Node-Community Cascading Failures.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Stroke Risk Prediction With Hybrid Deep Transfer Learning Framework.
IEEE J. Biomed. Health Informatics, 2022

Difference Enhancement and Spatial-Spectral Nonlocal Network for Change Detection in VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Explainable CNN With Fuzzy Tree Regularization for Respiratory Sound Analysis.
IEEE Trans. Fuzzy Syst., 2022

Fuzzy STUDENT'S T-Distribution Model Based on Richer Spatial Combination.
IEEE Trans. Fuzzy Syst., 2022

Data-Fusion-Based Two-Stage Cascade Framework for Multimodality Face Anti-Spoofing.
IEEE Trans. Cogn. Dev. Syst., 2022

Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Utilizing SVD and VMD for Denoising Non-Stationary Signals of Roller Bearings.
Sensors, 2022

Intelligent Fault Diagnosis Framework for Modular Multilevel Converters in HVDC Transmission.
Sensors, 2022

Dynamic Convolution Self-Attention Network for Land-Cover Classification in VHR Remote-Sensing Images.
Remote. Sens., 2022

PMCDM: Privacy-preserving multiresolution community detection in multiplex networks.
Knowl. Based Syst., 2022

Heuristics and metaheuristics for biological network alignment: A review.
Neurocomputing, 2022

Medical image segmentation using deep learning: A survey.
IET Image Process., 2022

Intrinsic Dimension Estimation-Based Feature Selection and Multinomial Logistic Regression for Classification of Bearing Faults Using Compressively Sampled Vibration Signals.
Entropy, 2022

DLMP-Net: A Dynamic Yet Lightweight Multi-pyramid Network for Crowd Density Estimation.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Global Evolution Neural Network for Segmentation of Remote Sensing Images.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Multi-Scale Capsule Network for Predicting DNA-Protein Binding Sites.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Unsupervised Change Detection Using Multiscale and Multiresolution Gaussian-Mixture-Model Guided by Saliency Enhancement.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Open-Circuit Fault Detection and Classification of Modular Multilevel Converters in High Voltage Direct Current Systems (MMC-HVDC) with Long Short-Term Memory (LSTM) Method.
Sensors, 2021

Multi-Modality and Multi-Scale Attention Fusion Network for Land Cover Classification from VHR Remote Sensing Images.
Remote. Sens., 2021

MFP-Net: Multi-scale feature pyramid network for crowd counting.
IET Image Process., 2021

Degree and noise power estimation from noisy polynomial data via AR modelling.
Digit. Signal Process., 2021

Lightweight Non-Local Network for Image Super-Resolution.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Automatic Fuzzy Clustering Framework for Image Segmentation.
IEEE Trans. Fuzzy Syst., 2020

Fault Detection and Classification in MMC-HVDC Systems Using Learning Methods.
Sensors, 2020

Medical Image Segmentation Using Deep Learning: A Survey.
CoRR, 2020

Image Segmentation Using an Active Contour Model Based on the Difference Between Local Intensity Averages and Actual Image Intensities.
IEEE Access, 2020

Model Order Selection From Noisy Polynomial Data Without Using Any Polynomial Coefficients.
IEEE Access, 2020

Data Modeling With Polynomial Representations and Autoregressive Time-Series Representations, and Their Connections.
IEEE Access, 2020

Fast and Automatic Image Segmentation Using Superpixel-Based Graph Clustering.
IEEE Access, 2020

Robust Self-Sparse Fuzzy Clustering for Image Segmentation.
IEEE Access, 2020

Modulation Classification in MIMO Systems With Distribution Test Ensemble.
IEEE Access, 2020

Lightweight V-Net for Liver Segmentation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Adaptive Morphological Reconstruction for Seeded Image Segmentation.
IEEE Trans. Image Process., 2019

Three-Stage Hybrid Fault Diagnosis for Rolling Bearings With Compressively Sampled Data and Subspace Learning Techniques.
IEEE Trans. Ind. Electron., 2019

Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation.
IEEE Trans. Fuzzy Syst., 2019

Integration of Multi-Omics Data for Gene Regulatory Network Inference and Application to Breast Cancer.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2019

Hierarchical Feature Extraction for Early Alzheimer's Disease Diagnosis.
IEEE Access, 2019

End-to-end Change Detection Using a Symmetric Fully Convolutional Network for Landslide Mapping.
Proceedings of the IEEE International Conference on Acoustics, 2019

Identify of Spatial Similarity of Electroencephalography (EEG) during Working-Memory Maintenance.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering.
IEEE Trans. Fuzzy Syst., 2018

Mutli-Features Prediction of Protein Translational Modification Sites.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Unsupervised Change Detection Using Fast Fuzzy Clustering for Landslide Mapping from Very High-Resolution Images.
Remote. Sens., 2018

Fast fragile watermark embedding and iterative mechanism with high self-restoration performance.
Digit. Signal Process., 2018

Emotion detection from EEG recordings based on supervised and unsupervised dimension reduction.
Concurr. Comput. Pract. Exp., 2018

Diverse partner selection with brood recombination in genetic programming.
Appl. Soft Comput., 2018

Active Contour Model Based on Local Intensity Fitting Energy for Image Segmentation and Bias Estimation.
IEEE Access, 2018

Credit Card Fraud Detection Using AdaBoost and Majority Voting.
IEEE Access, 2018

Compressive Sampling and Feature Ranking Framework for Bearing Fault Classification With Vibration Signals.
IEEE Access, 2018

Auto-Detection of Alzheimer's Disease Using Deep Convolutional Neural Networks.
Proceedings of the 14th International Conference on Natural Computation, 2018

2017
Towards Tunable Consensus Clustering for Studying Functional Brain Connectivity During Affective Processing.
Int. J. Neural Syst., 2017

miRNA-Disease Association Prediction with Collaborative Matrix Factorization.
Complex., 2017

Classification of ball bearing faults using a hybrid intelligent model.
Appl. Soft Comput., 2017

Cluster Aggregation for Analyzing Event-Related Potentials.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Classification of bearing faults combining compressive sampling, laplacian score, and support vector machine.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Threshold algorithm for pancreas segmentation in Dixon water magnetic resonance images.
Proceedings of the 13th International Conference on Natural Computation, 2017

Exploration of distance metrics in consensus clustering analysis of FMRI data.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Multiple measurement vector compressive sampling and fisher score feature selection for fault classification of roller bearings.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Compressive sensing strategy for classification of bearing faults.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Cyclostationary analysis of ECG signals acquired inside an ultra-high field MRI scanner.
Proceedings of the 25th European Signal Processing Conference, 2017

Detection of IAD based on personality questionnaires of Chinese college students and SVMs.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
Performance analysis of a family of adaptive blind equalization algorithms for square-QAM.
Digit. Signal Process., 2016

Blind adaptive carrier phase recovery for QAM systems.
Digit. Signal Process., 2016

Exploiting ongoing EEG with multilinear partial least squares during free-listening to music.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Effects of deep neural network parameters on classification of bearing faults.
Proceedings of the IECON 2016, 2016

Emotion detection from EEG recordings.
Proceedings of the 12th International Conference on Natural Computation, 2016

Network community degree based fast community detection algorithm for fMRI data.
Proceedings of the 12th International Conference on Natural Computation, 2016

Fetal ECG subspace estimation based on cyclostationarity.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Guest Editorial: Machine Learning for Signal Processing.
J. Signal Process. Syst., 2015

Application of the Bi-CoPaM Method to Five Escherichia Coli Datasets Generated under Various Biological Conditions.
J. Signal Process. Syst., 2015

Steady-state performance of multimodulus blind equalizers.
Signal Process., 2015

UNCLES: method for the identification of genes differentially consistently co-expressed in a specific subset of datasets.
BMC Bioinform., 2015

Modulation classification in MIMO fading channels via expectation maximization with non-data-aided initialization.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Scalable clustering based on enhanced-SMART for large-scale FMRI datasets.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

CoCE-SMART: Consensus clustering based on enhanced splitting-merging awareness tactics.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Clustering consistency in neuroimaging data analysis.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Effects of compressed sensing on classification of bearing faults with entropic features.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Blind Digital Modulation Classification Using Minimum Distance Centroid Estimator and Non-Parametric Likelihood Function.
IEEE Trans. Wirel. Commun., 2014

Noise Resistant Generalized Parametric Validity Index of Clustering for Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Genetic algorithm optimized distribution sampling test for M-QAM modulation classification.
Signal Process., 2014

Newton-like minimum entropy equalization algorithm for APSK systems.
Signal Process., 2014

Low-rank Approximation Based non-Negative Multi-Way Array Decomposition on Event-Related potentials.
Int. J. Neural Syst., 2014

Comprehensive analysis of forty yeast microarray datasets reveals a novel subset of genes (APha-RiB) consistently negatively associated with ribosome biogenesis.
BMC Bioinform., 2014

Blind Modulation Classification for MIMO systems using Expectation Maximization.
Proceedings of the 2014 IEEE Military Communications Conference, 2014

Splitting-while-merging framework for clustering high-dimension data with component-wise expectation conditional maximisation.
Proceedings of the IEEE International Conference on Acoustics, 2014

M-N scatter plots technique for evaluating varying-size clusters and setting the parameters of Bi-CoPaM and Uncles methods.
Proceedings of the IEEE International Conference on Acoustics, 2014

Blind Adaptive Polarization Demultiplexing in Coherent PDM QAM Systems.
Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014

Blind Adaptive Compensation of I/Q Mismatch and Frequency Offset in Low-IF Receivers.
Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014

Generation of stimulus features for analysis of FMRI during natural auditory experiences.
Proceedings of the 22nd European Signal Processing Conference, 2014

Comparing initialisation methods for the Heuristic Memetic Clustering Algorithm.
Proceedings of the 22nd European Signal Processing Conference, 2014

Dual-layer network representation exploiting information characterization.
Proceedings of the 22nd European Signal Processing Conference, 2014

Bi-CoPaM ensemble clustering application to five Escherichia coli bacterial datasets.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features.
IEEE Trans. Multim., 2013

From Vivaldi to Beatles and back: Predicting lateralized brain responses to music.
NeuroImage, 2013

Tracking Performance of Two Constant Modulus Equalizers.
IEEE Commun. Lett., 2013

Feature generation using genetic programming with comparative partner selection for diabetes classification.
Expert Syst. Appl., 2013

Adapted Geometric Semantic Genetic programming for diabetes and breast cancer classification.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Robustness enhancement of distribution based binary discriminative features for modulation classification.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Diffusion map for clustering fMRI spatial maps extracted by independent component analysis.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

An enhanced initialization method for non-negative matrix factorization.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Enhanced SMART framework for gene clustering using successive processing.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

A novel heuristic memetic clustering algorithm.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Improved comparative partner selection with brood recombination for genetic programming.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Method for the identification of the subsets of genes specifically consistently co-expressed in a set of datasets.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Approximate Centroid Estimation with Constellation Grid Segmentation for Blind M-QAM Classification.
Proceedings of the 32th IEEE Military Communications Conference, 2013

Semi-blind independent component analysis of functional MRI elicited by continuous listening to music.
Proceedings of the IEEE International Conference on Acoustics, 2013

An enhanced splitting-while-merging algorithm with finite mixture models.
Proceedings of the IEEE International Conference on Acoustics, 2013

Identification of genes consistently co-expressed in multiple microarray datasets by a genome-wide Bi-CoPaM approach.
Proceedings of the IEEE International Conference on Acoustics, 2013

Automated localisation of the optic disc and fovea to assist diabetic retinopathy screenings.
Proceedings of the 21st European Signal Processing Conference, 2013

Clustering by non-negative matrix factorization with independent principal component initialization.
Proceedings of the 21st European Signal Processing Conference, 2013

Object based validation algorithm and its application to consensus clustering.
Proceedings of the 21st European Signal Processing Conference, 2013

Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012
Automatic Modulation Classification Using Combination of Genetic Programming and KNN.
IEEE Trans. Wirel. Commun., 2012

Construction of Optimum Composite Field Architecture for Compact High-Throughput AES S-Boxes.
IEEE Trans. Very Large Scale Integr. Syst., 2012

Multi-criteria ranking based greedy algorithm for physical resource block allocation in multi-carrier wireless communication systems.
Signal Process., 2012

Genetic Programming for Robust Text Independent Speaker Verification.
Int. J. Signs Semiot. Syst., 2012

Watermarking method with exact self-propagating restoration capabilities.
Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

Kernel-based parametric validity index for assessing clusters from microarray gene expression data.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Comprehensive analysis of multiple microarray datasets by binarization of consensus partition matrix.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Clustering analysis for gene expression data: A methodological review.
Proceedings of the 5th International Symposium on Communications, 2012

Watermarking with lowembedding distortion and self-propagating restoration capabilities.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Two-layer fragilewatermarking method for enhanced tampering localisation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

AES S-box using Fermat's Little Theorem for the highly constrained embedded devices.
Proceedings of the 20th European Signal Processing Conference, 2012

Improved estimation of probabilities in pronunciation by Analogy.
Proceedings of the 20th European Signal Processing Conference, 2012

Development and evaluation of kernel-based clustering validity indices.
Proceedings of the 20th European Signal Processing Conference, 2012

Smart: Novel self splitting-merging clustering algorithm.
Proceedings of the 20th European Signal Processing Conference, 2012

Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization.
Proceedings of the 20th European Signal Processing Conference, 2012

Fast and effective model order selection method to determine the number of sources in a linear transformation model.
Proceedings of the 20th European Signal Processing Conference, 2012

Binarization of Consensus Partition Matrix for ensemble clustering.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Independent component analysis for multiple-input multiple-output wireless communication systems.
Signal Process., 2011

Extraction of a cyclostationary source using a new cost function without pre-whitening.
Signal Process., 2011

Automated detection and localisation of duplicated regions affected by reflection, rotation and scaling in image forensics.
Signal Process., 2011

Secure fragile watermarking method for image authentication with improved tampering localisation and self-recovery capabilities.
Signal Process., 2011

Dynamic physical resource block allocation algorithms for uplink long term evolution.
IET Commun., 2011

Kalman smoothing-based adaptive frequencydomain channel estimation for uplink multiple-input multiple-output orthogonal frequency division multiple access systems.
IET Commun., 2011

Composite field GF(((2<sup>2</sup>)<sup>2</sup>)<sup>2</sup>) advanced encryption standard (AES) S-box with algebraic normal form representation in the subfield inversion.
IET Circuits Devices Syst., 2011

Evolution of <i>superFeatures</i> through genetic programming.
Expert Syst. J. Knowl. Eng., 2011

Parametric validity index of clustering for microarray gene expression data.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Genetic Algorithm Based Frequency Domain Equalization for DS-UWB Systems without Guard Interval.
Proceedings of IEEE International Conference on Communications, 2011

Exposing duplicated regions affected by reflection, rotation and scaling.
Proceedings of the IEEE International Conference on Acoustics, 2011

Detection of exudates from digital fundus images using a region-based segmentation technique.
Proceedings of the 19th European Signal Processing Conference, 2011

Automated detection and grading of hard exudates from retinal fundus images.
Proceedings of the 19th European Signal Processing Conference, 2011

Robust QAM classification using genetic programming and fisher criterion.
Proceedings of the 19th European Signal Processing Conference, 2011

Automated detection of red lesions from digital colour fundus photographs.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Independent component analysis based semi-blind I/Q imbalance compensation for MIMO OFDM systems.
IEEE Trans. Wirel. Commun., 2010

Blind equalization of square-QAM signals: a multimodulus approach.
IEEE Trans. Commun., 2010

Adaptive Solution for Blind Equalization and Carrier-Phase Recovery of Square-QAM.
IEEE Signal Process. Lett., 2010

An Adaptive Constant Modulus Blind Equalization Algorithm and Its Stochastic Stability Analysis.
IEEE Signal Process. Lett., 2010

Effect of Pixel Resolution on Texture Features of Breast Masses in Mammograms.
J. Digit. Imaging, 2010

Secure private fragile watermarking scheme with improved tampering localisation accuracy.
IET Inf. Secur., 2010

Genetic Algorithm Based Equalizer for Ultra-Wideband Wireless Communication Systems.
IEICE Trans. Commun., 2010

Adaptive Minimum Entropy Equalization Algorithm.
IEEE Commun. Lett., 2010

Linear Least Squares CFO Estimation and Kalman Filtering Based I/Q Imbalance Compensation in MIMO SC-FDE Systems.
Proceedings of IEEE International Conference on Communications, 2010

Extraction of Foetal Contribution to ECG Recordings Using Cyclostationarity-Based Source Separation Method.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Low complexity mean enhanced greedy algorithms for dynamic subcarrier allocation in uplink LTE.
Proceedings of the 18th European Signal Processing Conference, 2010

Automated detection of exudates in retinal images using a split-and-merge algorithm.
Proceedings of the 18th European Signal Processing Conference, 2010

Fragile watermarking with improved tampering localisation and self-recovery capabilities.
Proceedings of the 18th European Signal Processing Conference, 2010

Detection of diabetes using genetic programming.
Proceedings of the 18th European Signal Processing Conference, 2010

A blind equalization algorithm for multimodulus square-QAM signals.
Proceedings of the 18th European Signal Processing Conference, 2010

Genetic Programming for Robust Text Independent Speaker Verification.
Proceedings of the Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, 2010

2009
Non-redundant precoding and PAPR reduction in MIMO OFDM systems with ICA based blind equalization.
IEEE Trans. Wirel. Commun., 2009

Soft-Input Turbo Channel Estimation for Single-Carrier Multiple-Input-Multiple-Output Systems.
IEEE Trans. Veh. Technol., 2009

Multiclass Classification Based on Extended Support Vector Data Description.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Toward breast cancer diagnosis based on automated segmentation of masses in mammograms.
Pattern Recognit., 2009

Development of assessment criteria for clustering algorithms.
Pattern Anal. Appl., 2009

Augmentation of a nearest neighbour clustering algorithm with a partial supervision strategy for biomedical data classification.
Expert Syst. J. Knowl. Eng., 2009

Automatic tuning of <i>L</i><sub>2</sub>-SVM parameters employing the extended Kalman filter.
Expert Syst. J. Knowl. Eng., 2009

Development of tolerant features for characterization of masses in mammograms.
Comput. Biol. Medicine, 2009

Genetic algorithm based equalization for direct sequence ultra-wideband communications systems.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Enhanced greedy algorithm based dynamic subcarrier allocation for single carrier FDMA systems.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Blind I/Q imbalance compensation using independent component analysis in MIMO OFDM systems.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Kalman Filtering Based Compensation for I/Q Imbalance and CFO in Time-Varying MIMO OFDM Systems.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

PAPR reduction in blind MIMO OFDM systems based on independent component analysis.
Proceedings of the 17th European Signal Processing Conference, 2009

Passive forensic method for detecting duplicated regions affected by reflection, rotation and scaling.
Proceedings of the 17th European Signal Processing Conference, 2009

Closed-form optimized composite-order estimator for blind separation of instantaneous linear mixtures.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Low Complexity Adaptive Turbo Frequency-Domain Channel Estimation for Single-Carrier Multi-User Detection.
IEEE Trans. Wirel. Commun., 2008

Low Complexity Adaptive Turbo Space-Frequency Equalization for Single-Carrier Multiple-Input Multiple-Output Systems.
IEEE Trans. Wirel. Commun., 2008

Semi-Blind Layered Space-Frequency Equalization for Single-Carrier MIMO Systems with Block Transmission.
IEEE Trans. Wirel. Commun., 2008

Binary String Fitness Characterization and Comparative Partner Selection in Genetic Programming.
IEEE Trans. Evol. Comput., 2008

Classification of Breast Masses Using Selected Shape, Edge-sharpness, and Texture Features with Linear and Kernel-based Classifiers.
J. Digit. Imaging, 2008

Blind channel estimation for multiple input multiple output uplink guard-band assisted code division multiple access systems with layered space frequency equalisation.
IET Commun., 2008

Feature extraction and dimensionality reduction by genetic programming based on the Fisher criterion.
Expert Syst. J. Knowl. Eng., 2008

Semi-blind algorithms for automatic classification of digital modulation schemes.
Digit. Signal Process., 2008

Detection of masses in mammograms via statistically based enhancement, multilevel-thresholding segmentation, and region selection.
Comput. Medical Imaging Graph., 2008

Screening of knee-joint vibroarthrographic signals using the strict 2-surface proximal classifier and genetic algorithm.
Comput. Biol. Medicine, 2008

Automated localisation of retinal optic disk using Hough transform.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Unsupervised Segmentation of Retinal Blood Vessels Using a Single Parameter Vesselness Measure.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Soft Input Turbo Frequency-Domain Channel Estimation for Single-Carrier Multiuser Detection.
Proceedings of IEEE International Conference on Communications, 2008

MIMO Single-Carrier FDMA with Adaptive Turbo Multiuser Detection and Co-Channel Interference Suppression.
Proceedings of IEEE International Conference on Communications, 2008

Detailed-contour insensitive features for automated analysis of breast masses in mammograms.
Proceedings of the IEEE International Conference on Acoustics, 2008

Fragile logo watermarking for public authentication.
Proceedings of the IEEE International Conference on Acoustics, 2008

Automated localisation of optic disk and fovea in retinal fundus images.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Dynamic subcarrier allocation for single carrier - FDMA systems.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Breast cancer diagnosis from fine-needle aspiration using supervised compact hyperspheres and establishment of confidence of malignancy.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Linear precoding aided blind equalization with independent component analysis in MIMO OFDM systems.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Normalised constant modulus algorithm for blind channel equalisation.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Development of a Partial Supervision Strategy to Augment a Nearest Neighbour Clustering Algorithm for Biomedical Data Classification.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Breast Cancer Diagnosis and Prognosis using Different Kernel-Based Classifiers.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Breast Cancer Detection using Genetic Programming.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
Blind OFDM Receiver Based on Independent Component Analysis for Multiple-Input Multiple-Output Systems.
IEEE Trans. Wirel. Commun., 2007

Robust Text-Independent Speaker Verification Using Genetic Programming.
IEEE Trans. Speech Audio Process., 2007

Generalized gamma density-based score functions for fast and flexible ICA.
Signal Process., 2007

Neutral offspring controlling operators in genetic programming.
Pattern Recognit., 2007

Segmentation of retinal blood vessels using a novel clustering algorithm (RACAL) with a partial supervision strategy.
Medical Biol. Eng. Comput., 2007

Classification of breast masses via nonlinear transformation of features based on a kernel matrix.
Medical Biol. Eng. Comput., 2007

Novel and adaptive contribution of the red channel in pre-processing of colour fundus images.
J. Frankl. Inst., 2007

Special issue: Medical applications of signal processing.
J. Frankl. Inst., 2007

Breast cancer detection from FNA using SVM with different parameter tuning systems and SOM-RBF classifier.
J. Frankl. Inst., 2007

Analysis of breast tumors in mammograms using the pairwise Rayleigh quotient classifier.
J. Electronic Imaging, 2007

Blind Channel Estimation for MIMO Uplink Single Carrier CDMA Block Transmission Systems.
Proceedings of the IEEE 18th International Symposium on Personal, 2007

Parallel nearest neighbour clustering algorithm (PNNCA) for segmenting retinal blood vessels.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2007

Low Complexity Adaptive Turbo Frequency-Domain Channel Estimation for Single-Carrier Multi-User Detection with Unknown Co-Channel Interference.
Proceedings of IEEE International Conference on Communications, 2007

Strict 2-Surface Proximal Classifier with Application to Breast Cancer Detection in Mammograms.
Proceedings of the IEEE International Conference on Acoustics, 2007

Enhanced Multi-Level Thresholding Segmentation and Rank Based Region Selection for Detection of Masses in Mammograms.
Proceedings of the IEEE International Conference on Acoustics, 2007

A New Source Extraction Algorithm for Cyclostationary Sources.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Segmentation of retinal blood vessels based on analysis of the hessian matrix and Clustering Algorithm.
Proceedings of the 15th European Signal Processing Conference, 2007

Feature generation using genetic programming based on fisher criterion.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Optimal Pairwise Fourth-Order Independent Component Analysis.
IEEE Trans. Signal Process., 2006

Multichannel blind deconvolution for source separation in convolutive mixtures of speech.
IEEE Trans. Speech Audio Process., 2006

Breast cancer diagnosis using genetic programming generated feature.
Pattern Recognit., 2006

Classification of breast masses in mammograms using genetic programming and feature selection.
Medical Biol. Eng. Comput., 2006

Low-complexity ICA based blind multiple-input multiple-output OFDM receivers.
Neurocomputing, 2006

Robust Blind Equalization Algorithms Based on the Constrained Maximization of a Fourth-Order Cumulant Function.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006

Blind Phase-Amplitude Modulation Classification with Unknown Phase Offset.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Segmentation of Retinal Blood Vessels Using Scale-Space Features and K-Nearest Neighbour Classifier.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Flexible Score Functions for Blind Separation of Speech Signals Based on Generalized Gamma Probability Density Functions.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Low complexity Turbo space-frequency equalization for single-carrier MIMO wireless communications.
Proceedings of the 14th European Signal Processing Conference, 2006

Semi-blind space-time equalization for single-carrier MIMO systems with block transmission.
Proceedings of the 14th European Signal Processing Conference, 2006

Segmentation of retinal blood vessels using a novel clustering algorithm.
Proceedings of the 14th European Signal Processing Conference, 2006

Genetic Programming and Feature Selection for Classification of Breast Masses in Mammograms.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Feature generation using genetic programming with application to fault classification.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Robust super-exponential methods for blind equalization in the presence of Gaussian noise.
IEEE Trans. Circuits Syst. II Express Briefs, 2005

Novel vector quantiser design using reinforced learning as a pre-process.
Signal Process., 2005

Exponent parameter estimation for generalized Gaussian probability density functions with application to speech modeling.
Signal Process., 2005

Reduced Complexity Blind Layered Space-Time Equalization for MIMO OFDM Systems.
Proceedings of the IEEE 16th International Symposium on Personal, 2005

Robust super-exponential methods for blind equalization of an SISO-IIR system with additive Gaussian noise.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Robust super-exponential methods for blind equalization of SISO systems with additive Gaussian noise.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Extending genetic programming for multi-class classification by combining K-nearest neighbor.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Speech Modelling Based On Generalized Gaussian Probability Density Functions.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Adaptive iterative layered space-frequency equalization for single-carreir MIMO systems.
Proceedings of the 13th European Signal Processing Conference, 2005

Independent component analysis with optimized pairwise processing.
Proceedings of the 13th European Signal Processing Conference, 2005

Adaptive layered space-frequency equalization for singlecarrier MIMO systems.
Proceedings of the 13th European Signal Processing Conference, 2005

Blind layered space-time equalization for MIMO OFDM systems.
Proceedings of the 13th European Signal Processing Conference, 2005

Improving the initialisation and reliability of the Self Organising Oscillator Network.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Automatic digital modulation recognition using artificial neural network and genetic algorithm.
Signal Process., 2004

Genetic programming techniques for hand written digit recognition.
Signal Process., 2004

A simple power allocation scheme for wireless MIMO systems with layered space-time equalization.
Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Optimal blind separation of convolutive audio mixtures without temporal constraints.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Multiuser Detection and Channel Estimation in MIMO OFDM Systems via Blind Source Separation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Layered Space Frequency Equalisation for MIMO-MC-CDMA Systems in Frequency Selective Fading Channels.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Multichannel Speech Separation Using Adaptive Parameterization of Source PDFs.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Clustering microarray data using the Self Organising Oscillator Network.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
A new fuzzy reinforcement learning vector quantization algorithm for image compression.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Closed-Form Estimators for Blind Separation of Sources - Part II: Complex Mixtures.
Wirel. Pers. Commun., 2002

Closed-Form Estimators for Blind Separation of Sources - Part I: Real Mixtures.
Wirel. Pers. Commun., 2002

Blind identification and equalization of MIMO FIR channels based on second-order statistics and blind source separation.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

WDM monitoring using blind signal separation based on higher-order statistics.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

Simplifying hand written digit recognition using a genetic algorithm.
Proceedings of the 11th European Signal Processing Conference, 2002

Application of blind signal separation to WDM optical transmission monitoring.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Noninvasive fetal electrocardiogram extraction: blind separation versus adaptive noise cancellation.
IEEE Trans. Biomed. Eng., 2001

Blind separation of linear instantaneous mixtures using closed-form estimators.
Signal Process., 2001

Closed-form semi-blind separation of three sources from three real-valued instantaneous linear mixtures via quaternions.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

Automatic digital modulation recognition using spectral and statistical features with multi-layer perceptrons.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

2000
Adaptive blind source separation for virtually any source probability density function.
IEEE Trans. Signal Process., 2000

Notes on the interpolation of discrete periodic signals using sinc function related approaches.
IEEE Trans. Signal Process., 2000

Blind equalisation with recursive filter structures.
Signal Process., 2000

Subsample time delay estimation with variable step size control.
Signal Process., 2000

Unified formulation of closed-form estimators for blind source separation in real instantaneous linear mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2000

Unified formulation of closed-form estimators for blind source separation in complex instantaneous linear mixtures.
Proceedings of the 10th European Signal Processing Conference, 2000

Solution of high-dimensional linear separation problems.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Blind separation of independent sources for virtually any source probability density function.
IEEE Trans. Signal Process., 1999

Cramer-Rao bounds and maximum likelihood estimation for random amplitude phase-modulated signals.
IEEE Trans. Signal Process., 1999

Adaptive subsample time delay estimation using Lagrange interpolators.
IEEE Signal Process. Lett., 1999

Non-linear least squares estimation for harmonics in multiplicative and additive noise.
Signal Process., 1999

On explicit time delay estimation using the Farrow structure.
Signal Process., 1999

Blind source separation without optimization criteria?
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Cramer-Rao bounds and parameter estimation for random amplitude phase modulated signals.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Fast range and Doppler estimation for narrowband active sonar.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Feature selection for ANNs using genetic algorithms in condition monitoring.
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1998
Algorithms for automatic modulation recognition of communication signals.
IEEE Trans. Commun., 1998

Locally optimum detectors for deterministic signals in multiplicative noise.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Generalization of a maximum-likelihood approach to blind source separation.
Proceedings of the 9th European Signal Processing Conference, 1998

Supervised texture classification - Selection of moment lags.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Blind deconvolution of ultrasonic signals in nondestructive testing applications.
IEEE Trans. Signal Process., 1997

Real-time classification of rotating shaft loading conditions using artificial neural networks.
IEEE Trans. Neural Networks, 1997

Development of an adaptive generalised trimmed mean estimator to compute third-order cumulants.
Signal Process., 1997

Modulation recognition using artificial neural networks.
Signal Process., 1997

Neural network autoregressive modeling of vibrations for condition monitoring of rotating shafts.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
Fourth-order cumulant based blind source separation.
IEEE Signal Process. Lett., 1996

Foetal ECG extraction using blind source separation methods.
Proceedings of the 8th European Signal Processing Conference, 1996

New techniques for the baud duration estimation.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Automatic identification of digital modulation types.
Signal Process., 1995

1994
Blind identification of FIR systems using third order cumulants.
Signal Process., 1994

A comparative study of AR order selection methods.
Signal Process., 1994

1992
Use of higher order statistics to discriminate breaking waves.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992


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