Michalis E. Zervakis
Orcid: 0000-0002-0705-631X
According to our database1,
Michalis E. Zervakis
authored at least 164 papers
between 1986 and 2025.
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Bibliography
2025
Semi-Supervised anomaly detection for the prediction and detection of pediatric focal epileptic seizures on fused EEG and ECG data.
Biomed. Signal Process. Control., 2025
2023
Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion.
Neuroinformatics, April, 2023
Sensors, 2023
Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023
Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Colour Prediction using Vision Transformer and Continous Wavelet Transform on EEG signals.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
2022
A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets.
Int. J. Neural Syst., 2022
A platform for health emergency warning and wandering behaviour detection supporting people with Intellectual Disability.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022
Aerial video inspection of Greek power lines structures using machine learning techniques.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022
Heatmap-based Explanation of YOLOv5 Object Detection with Layer-wise Relevance Propagation.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022
Real-Time Object Detection using an Ultra-High-Resolution Camera on Embedded Systems.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Reconstruction of the Very Early Thalamo-Cortical Network with Combined EEG and MEG on Realistic Head Modeling.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021
Proceedings of the Public Health and Informatics, 2021
A Novel One-vs-Rest Classification Framework for Mutually Supported Decisions by Independent Parallel Classifiers.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021
Automatic aortic valve area detection in echocardiography images using convolutional neural networks and U-net architecture for bicuspid aortic valve recognition.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Interictal Spike Classification in Pharmacoresistant Epilepsy using Combined EEG and MEG.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models.
NeuroImage, 2020
IET Image Process., 2020
Comput. Networks, 2020
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Extraction of Reflectance Maps for Smart Farming Applications Using Unmanned Aerial Vehicles.
Proceedings of the 12th International Symposium on Communication Systems, 2020
2019
Functional Connectivity Analysis of Cerebellum Using Spatially Constrained Spectral Clustering.
IEEE J. Biomed. Health Informatics, 2019
Aberrant Whole-Brain Transitions and Dynamics of Spontaneous Network Microstates in Mild Traumatic Brain Injury.
Frontiers Comput. Neurosci., 2019
Bootstrap clustering approaches for organization of data: Application in improving grade separability in cervical neoplasia.
Biomed. Signal Process. Control., 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Effective Connectivity in the Primary Somatosensory Network using Combined EEG and MEG.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Combined EEG/MEG Source Reconstruction of Epileptic Activity using a Two-Phase Spike Clustering Approach.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Introducing a Stable Bootstrap Validation Framework for Reliable Genomic Signature Extraction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Glioma growth modeling based on the effect of vital nutrients and metabolic products.
Medical Biol. Eng. Comput., 2018
Fusing Georeferenced and Stereoscopic Image Data for 3D Building Façade Reconstruction.
ISPRS Int. J. Geo Inf., 2018
A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals.
Comput. Biol. Medicine, 2018
Label-free discrimination of lung cancer cells through mueller matrix decomposition of diffuse reflectance imaging.
Biomed. Signal Process. Control., 2018
Power Transmission Lines Inspection using Properly Equipped Unmanned Aerial Vehicle (UAV).
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Application of ANN and ANFIS for detection of brain tumors in MRIs by using DWT and GLCM texture analysis.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Intelligent Navigation and Control of a Prototype Autonomous Underwater Vehicle for Automated Inspection of Aquaculture net pen cages.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Space Target Motion Salient Classification using Polarimetric Retina Vision Sensing Principles.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Integration of Bioinspired Vision Principles Towards the Design of Autonomous Guidance, Navigation, and Control Systems.
Proceedings of the 9th International Conference on Information, 2018
FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG data.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
PLoS Comput. Biol., 2016
Classification of EEG Single Trial Microstates Using Local Global Graphs and Discrete Hidden Markov Models.
Int. J. Neural Syst., 2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Proceedings of the GISTAM 2016, 2016
Mining cross-frequency coupling microstates from resting state MEG: An application to mild traumatic brain injury.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Biclustering strategies for genetic marker selection in gynecologic tumor cell lines.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
IEEE J. Biomed. Health Informatics, 2015
Bridging miRNAs and pathway analysis in clinical decision support: a case study in nephroblastoma.
Netw. Model. Anal. Health Informatics Bioinform., 2015
A network-based approach to enrich gene signatures for the prediction of breast cancer metastases.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Comparison of brain network models using cross-frequency coupling and attack strategies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Design and implementation of processes for the primary care in the healthcare system of Greece.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
IEEE J. Biomed. Health Informatics, 2014
IEEE J. Biomed. Health Informatics, 2014
Nonparametric Network Design and Analysis of Disease Genes in Oral Cancer Progression.
IEEE J. Biomed. Health Informatics, 2014
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Solar Radiation Time-Series Prediction Based on Empirical Mode Decomposition and Artificial Neural Networks.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Intelligent Management of Brain Markers for Early Prognosis of the Spatiotemporal Growth of Gliomas.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014
miRNA Based Pathway Analysis Tool in Nephroblastoma as a Proof of Principle for other Cancer Domains.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
2013
IEEE J. Biomed. Health Informatics, 2013
Measurement Methodologies for Assessing the Glycolysis Effect in the Discrimination and Therapy of Brain Gliomas.
Int. J. Monit. Surveillance Technol. Res., 2013
Precise 3D Reconstruction of Cultural Objects Using Combined Multi-component Image Matching and Active Contours Segmentation.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
Indentification of altered MET network in oral cancer progression based on nonparametric network design.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Modeling stent deployment in realistic arterial segment geometries: The effect of the plaque composition.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
A generic framework for the elicitation of stable and reliable gene expression signatures.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
IEEE Trans. Inf. Technol. Biomed., 2012
High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases.
IEEE Trans. Inf. Technol. Biomed., 2012
Coupling Regulatory Networks and Microarays: Revealing Molecular Regulations of Breast Cancer Treatment Responses.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012
Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Biological interaction networks based on sparse temporal expansion of graphical models.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
2011
IEEE Trans. Inf. Technol. Biomed., 2011
IEEE Trans. Inf. Technol. Biomed., 2011
IEEE Trans. Inf. Technol. Biomed., 2011
Biomed. Signal Process. Control., 2011
Artif. Intell. Medicine, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
IEEE Trans. Instrum. Meas., 2010
Combination of multiple classifiers for post-placement quality inspection of components: A comparative study.
Inf. Fusion, 2010
2009
Pattern Recognition Methods for Acute Myeloid Leukemia (AML) Induction-Treatment Analysis.
Proceedings of the Computational Intelligence and Bioengineering, 2009
Proceedings of the Computational Intelligence and Bioengineering, 2009
Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm.
IEEE Trans. Inf. Technol. Biomed., 2009
Int. J. Knowl. Eng. Soft Data Paradigms, 2009
BMC Bioinform., 2009
Proceedings of the Artificial Neural Networks, 2009
2008
Support Vector Machines and Neural Networks as Marker Selectors in Cancer Gene Analysis.
Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008
Comput. Methods Programs Biomed., 2008
Parametric and Nonparametric EEG Analysis for the Evaluation of EEG Activity in Young Children with Controlled Epilepsy.
Comput. Intell. Neurosci., 2008
Comput. Biol. Medicine, 2008
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Identification of significant metabolic markers from MRSI data for brain cancer classification.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
2006
Proceedings of the 1st International Conference on Scalable Information Systems, 2006
Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification.
Proceedings of the Artificial Neural Networks, 2006
Proceedings of the Challenges and Opportunities of HealthGrids, 2006
Modeling the time-varying microstructure of simulated sleep EEG spindles using time-frequency analysis methods.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Time-significant Wavelet Coherence for the Evaluation of Schizophrenic Brain Activity using a Graph theory approach.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
IEEE Trans. Biomed. Eng., 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005
2004
IEEE Trans. Syst. Man Cybern. Part B, 2004
A hybrid neural network/genetic algorithm approach to optimizing feature extraction for signal classification.
IEEE Trans. Syst. Man Cybern. Part B, 2004
High-order neural network structure selection for function approximation applications using genetic algorithms.
IEEE Trans. Syst. Man Cybern. Part B, 2004
Adaptive Methods for Motion Characterization and Segmentation of MPEG Compressed Frame Sequences.
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Reduced dimensionality space for post placement quality inspection of components based on neural networks.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
2003
Detection and segmentation of drusen deposits on human retina: Potential in the diagnosis of age-related macular degeneration.
Medical Image Anal., 2003
Image Vis. Comput., 2003
2002
Classification of washing machines vibration signals using discrete wavelet analysis for feature extraction.
IEEE Trans. Instrum. Meas., 2002
A Bayesian image analysis framework for post placement quality inspection of components.
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Artificial neural networks for discriminating pathologic from normal peripheral vascular tissue.
IEEE Trans. Biomed. Eng., 2001
Image Vis. Comput., 2001
Nonlinear enhancement and segmentation algorithm for the detection of age-related macular degeneration (AMD) in human eye's retina.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001
2000
Artificial neural networks for feature extraction and classification of vascular tissue fluorescence spectrums.
Proceedings of the IEEE International Conference on Acoustics, 2000
Controlling QoS at the application level for multimedia applications using artificial neural networks: Experimental results.
Proceedings of the 10th European Signal Processing Conference, 2000
A Genetically Optimized Artificial Neural Network Structure for Feature Extraction and Classification of Vascular Tissue Fluorescence Spectrums.
Proceedings of the Fifth International Workshop on Computer Architectures for Machine Perception (CAMP 2000), 2000
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1995
IEEE Trans. Image Process., 1995
J. Intell. Robotic Syst., 1995
1994
Operator Decomposition using the Wavelet Transform: Fundamental Properties and Image Restoration Applications.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
A generalized study of the weighted least-squares measure for the selection of the regularization parameter in inverse problems.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
1992
IEEE Trans. Signal Process., 1992
Design of a new restoration algorithm based on the constrained mean-square-error criterion.
Multidimens. Syst. Signal Process., 1992
Optimal restoration of multichannel images based on constrained mean-square estimation.
J. Vis. Commun. Image Represent., 1992
1991
Convergence properties of Gauss-Newton iterative algorithms in nonlinear image restoration.
Multidimens. Syst. Signal Process., 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
1986
Design of 3-D IIR filters via transformations of 2-D circularly symmetric rotated filters.
Proceedings of the IEEE International Conference on Acoustics, 1986