Anastasios Bezerianos

According to our database1, Anastasios Bezerianos authored at least 121 papers between 1996 and 2020.

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

Timeline

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Bibliography

2020
Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation.
IEEE Trans. Cogn. Dev. Syst., 2020

A Tutorial on Graph Theory for Brain Signal Analysis.
CoRR, 2020

Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection.
IEEE Access, 2020

An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding.
IEEE Access, 2020

Decoding Olfactory Cognition: EEG Functional Modularity Analysis Reveals Differences in Perception of Positively-Valenced Stimuli.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Olfactory-induced Positive Affect and Autonomic Response as a Function of Hedonic and Intensity Attributes of Fragrances.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

The Effect of Longitudinal Training on Working Memory Capacities: An Exploratory EEG Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Sensory Feedback in Upper Limb Amputees Impacts Cortical Activity as Revealed by Multiscale Connectivity Analysis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Identification of differentially expressed subpathways via a bilevel consensus scoring of network topology and gene expression.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Evoked Brain Responses in Odor Stimuli Evaluation - an EEG Event Related Potential Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
A Network-Based Perspective in Alzheimer's Disease: Current State and an Integrative Framework.
IEEE J. Biomed. Health Informatics, 2019

The control of a virtual automatic car based on multiple patterns of motor imagery BCI.
Medical Biol. Eng. Comput., 2019

Multi-Kernel Capsule Network for Schizophrenia Identification.
CoRR, 2019

Classification of brain signal (EEG) induced by shape-analogous letter perception.
Adv. Eng. Informatics, 2019

Driving Fatigue Classification Based on Fusion Entropy Analysis Combining EOG and EEG.
IEEE Access, 2019

Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG.
IEEE Access, 2019

What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study.
IEEE Access, 2019

Reorganization of Temporal Brain Network Underpins Accumulative Nature of Mental Fatigue.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Role of Cross-Frequency Coupling in the Frontal and Parieto-Occipital Subnetwork during Creative Ideation.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Topological Re-Organisation of the Brain Connectivity During Olfactory Adaptation - an EEG Functional Connectome Study.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Altered Regional Brain Communities during High Order Cognitive Processes: Relation to Vigilance Decrement.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery.
Proceedings of the International Joint Conference on Neural Networks, 2019

Toward a cooperation index based on EEG-workload causality: preliminary findings on aerospace-like tasks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Cortical Functional Connectivity during Praxis in Autism Spectrum Disorder.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

EEG-Based Classification of Olfactory Response to Pleasant Stimuli.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Identification of Differentially Expressed Subpathways using a Consensus Approach.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
Emergence of Chimera-like States in Prefrontal-Cortex Macaque Intracranial Recordings.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

Performance Improvement of Driving Fatigue Identification Based on Power Spectra and Connectivity Using Feature Level and Decision Level Fusions.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Functional brain network analysis reveals time-on-task related performance decline.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Classifying Brain Activities in Perception of Shape-Analogous English Letters Based on EEG Signal.
Proceedings of the 2018 International Conference on Cyberworlds, 2018

A Multilayer Network Approach for Studying Creative Ideation from EEG.
Proceedings of the Brain Informatics - International Conference, 2018

2017
Computational Methods for Processing and Analysis of Biological Pathways
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-53868-6, 2017

The effects of a mid-task break on the brain connectome in healthy participants: A resting-state functional MRI study.
NeuroImage, 2017

A unified canonical correlation analysis-based framework for removing gradient artifact in concurrent EEG/fMRI recording and motion artifact in walking recording from EEG signal.
Medical Biol. Eng. Comput., 2017

A new perspective of noise removal from EEG.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Identification of gait-related brain activity using electroencephalographic signals.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Biomechanical effects of robot assisted walking on knee joint kinematics and muscle activation pattern.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Graph theoretical analysis of EEG functional network during multi-workload flight simulation experiment in virtual reality environment.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

How the workload impacts on cognitive cooperation: A pilot study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A mental fatigue index based on regression using mulitband EEG features with application in simulated driving.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Connectome pattern alterations with increment of mental fatigue in one-hour driving simulation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Measuring vigilance decrement using computer vision assisted eye tracking in dynamic naturalistic environments.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Role of multisensory stimuli in vigilance enhancement- a single trial event related potential study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Driving Mental Fatigue Classification Based on Brain Functional Connectivity.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
<i>CHRONOS</i>: a time-varying method for microRNA-mediated subpathway enrichment analysis.
Bioinform., 2016

DEsubs: an R package for flexible identification of differentially expressed subpathways using RNA-seq experiments.
Bioinform., 2016

Comparison method for community detection on brain networks from neuroimaging data.
Appl. Netw. Sci., 2016

Phase to amplitude coupling as a potential biomarker for creative ideation: An EEG study.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Mining cross-frequency coupling microstates (CFCμstates) from EEG recordings during resting state and mental arithmetic tasks.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Identifying disease network perturbations through regression on gene expression and pathway topology analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Optimization of workload level estimation using selection of EEG channel connectivity.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A robotic knee exoskeleton for walking assistance and connectivity topology exploration in EEG signal.
Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

2015
Comparing Community Detection Algorithms on Neuroimaging Data from Multiple Subjects.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Training-induced changes in information transfer efficiency of the brain network: A functional connectome approach.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Single trial EEG classification of lower-limb movements using improved regularized common spatial pattern.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Cognitive Workload Discrimination in Flight Simulation Task Using a Generalized Measure of Association.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Age-related subpathway detection through meta-analysis of multiple gene expression datasets.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Identifying miRNA-mediated signaling subpathways by integrating paired miRNA/mRNA expression data with pathway topology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Assessing small-worldness of dynamic functional brain connectivity during complex tasks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Investigating the correlation between the neural activity and task performance in a psychomotor vigilance test.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Cooperation driven coherence: Brains working hard together.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Time-Varying Parametric Modeling of ECoG for Syllable Decoding.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014
Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals.
IEEE Trans. Biomed. Eng., 2014

Chimera States in Networks of Nonlocally Coupled Hindmarsh-Rose Neuron Models.
Int. J. Bifurc. Chaos, 2014

Real-time voice activity detection for ECoG-based speech brain machine interfaces.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

A Clustering based Method Accelerating Gene Regulatory Network Reconstruction.
Proceedings of the International Conference on Computational Science, 2014

Optimal selection of electrocorticographic sensors for voice activity detection.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Existence and control of chimera states in networks of nonlocally coupled models of neuron oscillators.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Topological changes of the effective connectivity during the working memory training.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Supervised method for construction of microRNA-mRNA networks: Application in cardiac tissue aging dataset.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Towards a multimodal bioelectrical framework for the online mental workload evaluation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Information transfer efficiency during rest and task a functional connectome approach.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013
OLYMPUS: An automated hybrid clustering method in time series gene expression. Case study: Host response after Influenza A (H1N1) infection.
Comput. Methods Programs Biomed., 2013

Structural connectivity analysis reveals topological aberrations in patients with schizophrenia.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A tensorial approach to access cognitive workload related to mental arithmetic from EEG functional connectivity estimates.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Spatio-spectral analysis of ECoG signals during voice activity.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
Abnormality Segmentation in Brain Images Via Distributed Estimation.
IEEE Trans. Inf. Technol. Biomed., 2012

Connectivity Mapping of Human Brain by Phase Based Evolution Map Approach.
Int. J. Bifurc. Chaos, 2012

Gene Ontology Semi-supervised Possibilistic Clustering of Gene Expression Data.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Revealing the dynamic modularity of composite biological networks in breast cancer treatment.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Multi-scale modeling of gene regulatory networks via integration of temporal and topological biological data.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Directed causality of the human electrocorticogram during dexterous movement.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Dynamic gene network reconstruction from gene expression data in mice after influenza A (H1N1) infection.
J. Clin. Bioinform., 2011

2010
An intensity-region driven multi-classifier scheme for improving the classification accuracy of proteomic MS-spectra.
Comput. Methods Programs Biomed., 2010

2009
Imaging the Cerebral Blood Flow With Enhanced Laser Speckle Contrast Analysis (eLASCA) by Monotonic Point Transformation.
IEEE Trans. Biomed. Eng., 2009

2008
An in silico method for detecting overlapping functional modules from composite biological networks.
BMC Syst. Biol., 2008

2007
Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior".
Pattern Recognit. Lett., 2007

Growing functional modules from a seed protein via integration of protein interaction and gene expression data.
BMC Bioinform., 2007

Prostate Cancer Biomarker Selection through a Novel Combination of Sequential Global Thresholding, Particle Swarm Optimization, and PNN Classification of MS-Spectra.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Biomarker Selection, Employing an Iterative Peak Selection Method, and Prostate Spectra Characterization for Identifying Biomarkers Related to Prostate Cancer.
Proceedings of the Computational Science and Its Applications, 2007

Biomarker Selection System, Employing an Iterative Peak Selection Method, for Identifying Biomarkers Related to Prostate Cancer.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
A Wavelet Tool to Discriminate Imagery Versus Actual Finger Movements Towards a Brain-Computer Interface.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

Integrative Mathematical Modeling for Analysis of Microcirculatory Function.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

Semi Supervised Fuzzy Clustering Networks for Constrained Analysis of Time-Series Gene Expression Data.
Proceedings of the Artificial Neural Networks, 2006

2005
New aspects of vulnerability in heterogeneous models of ventricular wall and its modulation by loss of cardiac sodium channel function.
Medical Biol. Eng. Comput., 2005

Recurrent Neuro-fuzzy Network Models for Reverse Engineering Gene Regulatory Interactions.
Proceedings of the Computational Life Sciences, First International Symposium, 2005

2004
A theoretical model of the high-frequency arrhythmogenic depolarization signal following myocardial infarction.
IEEE Trans. Biomed. Eng., 2004

Online Neural Network Training for Automatic Ischemia Episode Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling.
IEEE Trans. Geosci. Remote. Sens., 2003

Ischemic modulation of vulnerable period and the effects of pharmacological treatment of ischemia-induced arrhythmias: a simulation study.
IEEE Trans. Biomed. Eng., 2003

Magnetoencephalographic evidence of the interhemispheric asymmetry in echoic memory lifetime and its dependence on handedness and gender.
NeuroImage, 2003

Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002
Gene expression data analysis with a dynamically extended self-organized map that exploits class information.
Bioinform., 2002

The Supervised Network Self-Organizing Map for Classification of Large Data Sets.
Appl. Intell., 2002

Generalized Radial Basis Function Networks Trained with Instance Based Learning for Data Mining of Symbolic Data.
Appl. Intell., 2002

2001
Ischemia detection with a self-organizing map supplemented by supervised learning.
IEEE Trans. Neural Networks, 2001

Novel Bayesian Multiscale Method for Speckle Removal in Medical Ultrasound Images.
IEEE Trans. Medical Imaging, 2001

A theoretical analysis of acute ischemia and infarction using ECG reconstruction on a 2-D model of myocardium.
IEEE Trans. Biomed. Eng., 2001

Secure communication protocols with discrete nonlinear chaotic maps.
J. Syst. Archit., 2001

A Probabilistic Symmetric Encryption Scheme for Very Fast Secure Communication Based on Chaotic Systems of difference equations.
Int. J. Bifurc. Chaos, 2001

Generalised RBF Networks Trained Using an IBL Algorithm for Mining Symbolic Data.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Wavelet-based ultrasound image denoising using an alpha-stable prior probability model.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Determinism and Nonlinearity of the Heart Rhythm.
Proceedings of the Medical Data Analysis, First International Symposium, 2000

1999
Nonlinear analysis of the performance and reliability of wavelet singularity detection based denoising for doppler ultrasound fetal heart rate signals.
Int. J. Medical Informatics, 1999

Multiresolutional distributed filtering: A novel technique that reduces the amount of data required in high resolution electrocardiography.
Future Gener. Comput. Syst., 1999

Radial basis function neural networks for the characterization of heart rate variability dynamics.
Artif. Intell. Medicine, 1999

1997
Secure Communication with Chaotic Systems of Difference Equations.
IEEE Trans. Computers, 1997

1996
Multiresolution analysis and denoising of computer performance evaluation data with the wavelet transform.
J. Syst. Archit., 1996


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