Michalis Zervakis

Michalis Zervakis

Technical University of Crete

H-index: 32

Europe-Greece

About Michalis Zervakis

Michalis Zervakis, With an exceptional h-index of 32 and a recent h-index of 23 (since 2020), a distinguished researcher at Technical University of Crete, specializes in the field of Bioinformatics, EEG analysis, Image Processing, Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

ECG-based semi-supervised anomaly detection for early detection and monitoring of epileptic seizures

An Integrated Support System for People with Intellectual Disability

Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features

Synergies of radiomics and transcriptomics in lung cancer diagnosis: a pilot study

Design of a Multi-Feature Classification Scheme for Infant Epileptic Seizures

Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance

EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis

Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images

Michalis Zervakis Information

University

Position

___

Citations(all)

7638

Citations(since 2020)

3339

Cited By

5476

hIndex(all)

32

hIndex(since 2020)

23

i10Index(all)

83

i10Index(since 2020)

43

Email

University Profile Page

Technical University of Crete

Google Scholar

View Google Scholar Profile

Michalis Zervakis Skills & Research Interests

Bioinformatics

EEG analysis

Image Processing

Signal Processing

Top articles of Michalis Zervakis

Title

Journal

Author(s)

Publication Date

ECG-based semi-supervised anomaly detection for early detection and monitoring of epileptic seizures

International Journal of Environmental Research and Public Health

Apostolos Karasmanoglou

Marios Antonakakis

Michalis Zervakis

2023/3/12

An Integrated Support System for People with Intellectual Disability

Electronics

Maria Papadogiorgaki

Nikos Grammalidis

Athina Grammatikopoulou

Konstantinos Apostolidis

Ekaterini S Bei

...

2023/9/8

Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features

Apostolos Karasmanoglou

Marios Antonakakis

Michalis Zervakis

2023/12/1

Synergies of radiomics and transcriptomics in lung cancer diagnosis: a pilot study

Diagnostics

Aikaterini Dovrou

Ekaterini Bei

Stelios Sfakianakis

Kostas Marias

Nickolas Papanikolaou

...

2023/2/15

Design of a Multi-Feature Classification Scheme for Infant Epileptic Seizures

Ioannis Torakis

Marios Antonakakis

Ekaterini S Bei

Petros Gikas

Vangelis Sakkalis

...

2023/7/24

Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance

Georgios Tzedakis

Eleftheria Tzamali

Emmanouil G Spanakis

Marios Antonakakis

Michalis Zervakis

...

2023/10/17

EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis

A. Delatolas

M. Antonakakis

C.H. Wolters

M. Zervakis

2023/4

Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images

Emmanouil Zachariadis

Marios Antonakakis

Michalis Zervakis

2023/10/17

A Content Recommendation Platform for People with Intellectual Disability

Maria Papadogiorgaki

Konstantinos Apostolidis

George Livanos

Ekaterini S Bei

Stylianos Zafeiris

...

2023/7/4

A Two-Phase ResNet for Object Detection in Aerial Images

Marios Antonakakis

Christos Trimas

Michalis Zervakis

2023/10/17

Radiotranscriptomics of non-small cell lung carcinoma for assessing high-level clinical outcomes using a machine learning-derived multi-modal signature

BioMedical Engineering OnLine

Eleftherios Trivizakis

Nikoletta-Maria Koutroumpa

John Souglakos

Apostolos Karantanas

Michalis Zervakis

...

2023/12/15

Chronic mild traumatic brain injury: aberrant static and dynamic Connectomic features identified through machine learning model fusion

Neuroinformatics

Nicholas J Simos

Katina Manolitsi

Andrea I Luppi

Antonios Kagialis

Marios Antonakakis

...

2023/4

A UAV Intelligent System for Greek Power Lines Monitoring

Sensors

Aikaterini Tsellou

George Livanos

Dimitris Ramnalis

Vassilis Polychronos

Georgios Plokamakis

...

2023/10/13

Colour Prediction using Vision Transformer and Continous Wavelet Transform on EEG signals

Puranjay Mishra

Marios Antonakakis

Koushlendra Kumar Singh

Michalis Zervakis

2023/12/1

Neuro-inspired Image Compression Architectures

Anastasios Papanastasiou

Effrosyni Doutsi

Michalis Zervakis

Panagiotis Tsakalides

2022/6/21

A platform for health emergency warning and wandering behaviour detection supporting people with Intellectual Disability

Athina Grammatikopoulou

Nikos Grammalidis

Maria Papadogiorgaki

Michalis Zervakis

2022/6/29

Deep learning capabilities for the categorization of microcalcification

International Journal of Environmental Research and Public Health

Koushlendra Kumar Singh

Suraj Kumar

Marios Antonakakis

Konstantina Moirogiorgou

Anirudh Deep

...

2022/2/14

Heatmap-based explanation of yolov5 object detection with layer-wise relevance propagation

Apostolos Karasmanoglou

Marios Antonakakis

Michalis Zervakis

2022/6/21

Novel Meta-Learning Techniques for the Multiclass Image Classification Problem

Sensors

Antonios Vogiatzis

Stavros Orfanoudakis

Georgios Chalkiadakis

Konstantia Moirogiorgou

Michalis Zervakis

2022/12/20

Regression-Based Recovery Time Predictions in Business Continuity Management: A Public College Case Study

Athanasios Podaras

Konstantia Moirogiorgou

Michalis Zervakis

2022

See List of Professors in Michalis Zervakis University(Technical University of Crete)

Co-Authors

H-index: 64
C. R. Soldatos

C. R. Soldatos

National and Kapodistrian University of Athens

H-index: 40
Bart Vanrumste

Bart Vanrumste

Katholieke Universiteit Leuven

H-index: 37
Manuel D. Ortigueira

Manuel D. Ortigueira

Universidade Nova de Lisboa

H-index: 33
Euripides G.M. Petrakis

Euripides G.M. Petrakis

Technical University of Crete

H-index: 32
Jean-Didier Legat

Jean-Didier Legat

Université Catholique de Louvain

H-index: 25
George Giakos

George Giakos

Manhattan College

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