Marios Antonakakis

38 papers B 1C 13Journal 9Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Automated Mosaic Tesserae Segmentation via Deep Learning Techniques. IST Charilaos Kapelonis, Marios Antonakakis, Konstantinos Politof, Aristomenis Antoniadis, Michalis E. Zervakis
2025	J	`jnl`	Automated Mosaic Tesserae Segmentation via Deep Learning Techniques. CoRR Charilaos Kapelonis, Marios Antonakakis, Konstantinos Politof, Aristomenis Antoniadis, Michalis E. Zervakis
2025	—	`conf`	Detecting Mild Traumatic Brain Injuries on Magnetoencephalography using Graph Convolutional Networks and Phase Synchronization. MeMeA Sotiris Kavvouras, Marios Antonakakis, Konstantinos Politof, Stavros I. Dimitriadis, Andrew C. Papanicolaou, Michalis E. Zervakis, George Zouridakis
2025	—	`conf`	EEGCA-Net: Channel-Attention Framework with Subject-Wise Fine-Tuning for Motor Imagery Classification. MeMeA Unnati Chaurasia, Himanshu Kumar Pathak, Koushlendra Kumar Singh, Marios Antonakakis, Michalis E. Zervakis
2025	C	`conf`	Emotional State Alterations in Immersive Projection Environments: An Eeg Study. BIBE Christina Chatzianagnostou, Alexandra Tsipourakis, Klea Biniakou, Jesús Poza Crespo, Carlos Gómez Peña, Konstantinos-Alketas Oungrinis, Michalis E. Zervakis, Marios Antonakakis
2025	C	`conf`	LungCLR: A Two-Stage Framework with Contrastive Pretraining for Low Data Lung Cancer Histopathology Classification. BIBE Keshav Trivedi, Himanshu Kumar Pathak, Ishaan Pathak, Koushlendra Kumar Singh, Marios Antonakakis, Michalis E. Zervakis
2025	J	`jnl`	Semi-Supervised anomaly detection for the prediction and detection of pediatric focal epileptic seizures on fused EEG and ECG data. Biomed. Signal Process. Control. Apostolos Karasmanoglou, Giorgos A. Giannakakis, Pelagia Vorgia, Marios Antonakakis, Michalis E. Zervakis
2024	—	`conf`	Emotion Recognition Based on EEG Signals and Deep Neural Networks Architectures. ACII (Workshops and Demos) Giorgos A. Giannakakis, Apostolos Karasmanoglou, Marios Antonakakis, Pelagia Vorgia, Michalis E. Zervakis
2024	C	`conf`	Pulsense: An AI-Driven Cardiovascular Monitoring and Arrhythmia Detection System. BIBE Evangelos Katsoupis, Apostolos Karasmanoglou, Michalis E. Zervakis, Marios Antonakakis
2024	C	`conf`	The Effect of Multi-Channel tDCS on the Directed Connectivity Patterns of a Case with Focal Epilepsy Using a Multi-Feature Machine Learning Evaluation. BIBE Alexandra Tsipourakis, Marios Antonakakis, Fabian Kaiser, Stefan Rampp, Stjepana Kovac, Christoph Kellinghaus, Gabriel Möddel, Carsten H. Wolters, Michalis E. Zervakis
2023	—	`conf`	A Two-Phase ResNet for Object Detection in Aerial Images. IST Marios Antonakakis, Christos Trimas, Michalis E. Zervakis
2023	J	`jnl`	Brainstorm-DUNEuro: An integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity. NeuroImage Takfarinas Medani, Juan Garcia-Prieto, François Tadel, Marios Antonakakis, Tim Erdbrügger, Malte Hoeltershinken, Wayne Mead, Sophie Schrader, Anand A. Joshi, Christian Engwer, Carsten H. Wolters, John C. Mosher, Richard M. Leahy
2023	J	`jnl`	Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion. Neuroinformatics Nicholas John Simos, Katina Manolitsi, Andrea I. Luppi, Antonios Kagialis, Marios Antonakakis, Michalis E. Zervakis, Despina Antypa, Eleftherios Kavroulakis, Thomas G. Maris, Antonios Vakis, Emmanuel A. Stamatakis, Efrosini Papadaki
2023	C	`conf`	Colour Prediction using Vision Transformer and Continous Wavelet Transform on EEG signals. BIBE Puranjay Mishra, Marios Antonakakis, Koushlendra Kumar Singh, Michalis E. Zervakis
2023	—	`conf`	Comparing YOLO-based Detectors for Pedestrian and Car Detection in Aerial Static Video: An Evaluation of Generalization Capacity and Performance. IST Georgios Tzedakis, Eleftheria Tzamali, Emmanouil G. Spanakis, Marios Antonakakis, Michalis E. Zervakis, Vangelis Sakkalis
2023	—	`conf`	Design of a Multi-Feature Classification Scheme for Infant Epileptic Seizures. EMBC Ioannis Torakis, Marios Antonakakis, Ekaterini S. Bei, Petros Gikas, Vangelis Sakkalis, Michalis E. Zervakis
2023	—	`conf`	EEG Source Analysis with a Convolutional Neural Network and Finite Element Analysis. EMBC Thanos Delatolas, Marios Antonakakis, Carsten H. Wolters, Michalis E. Zervakis
2023	C	`conf`	Unsupervised Detection of Seizure-Related Dynamic Alterations with Autoencoder-Derived Deep Features. BIBE Apostolos Karasmanoglou, Marios Antonakakis, Michalis E. Zervakis
2023	—	`conf`	Wildforest Fire Detection with ShRe-Xception Network on Aerial Optical and Infrared Images. IST Emmanouil E. Zachariadis, Marios Antonakakis, Michalis E. Zervakis
2022	J	`jnl`	A New Multi-Resolution Approach to EEG Brain Modeling Using Local-Global Graphs and Stochastic Petri-Nets. Int. J. Neural Syst. Nikolaos G. Bourbakis, Kostas Michalopoulos, Marios Antonakakis, Michael E. Zervakis
2022	—	`conf`	Heatmap-based Explanation of YOLOv5 Object Detection with Layer-wise Relevance Propagation. IST Apostolos Karasmanoglou, Marios Antonakakis, Michalis E. Zervakis
2022	—	`conf`	Real-Time Object Detection using an Ultra-High-Resolution Camera on Embedded Systems. IST Marios Antonakakis, Aimilios Tzavaras, Konstantinos Tsakos, Emmanouil G. Spanakis, Vangelis Sakkalis, Michalis E. Zervakis, Euripides G. M. Petrakis
2021	C	`conf`	A New Multi-Feature Classification Scheme for Normal and Abnormal Respiratory Sounds Discrimination. BIBE Marios Antonakakis, Konstantinos Politof, Georgios A. Klados, Glykeria Sdoukopoulou, Sophia Schiza, Maria Papadogiorgaki, Christina Farmaki, Matthew Pediaditis, Michalis E. Zervakis, Vangelis Sakkalis
2021	C	`conf`	Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods. BIBE Maria Papadogiorgaki, Maria Venianaki, Paulos Charonyktakis, Marios Antonakakis, Ioannis Tsamardinos, Michalis E. Zervakis, Vangelis Sakkalis
2021	C	`conf`	Interictal Spike Classification in Pharmacoresistant Epilepsy using Combined EEG and MEG. BIBE Glykeria Sdoukopoulou, Marios Antonakakis, Gabriel Möddel, Carsten H. Wolters, Michalis E. Zervakis
2021	J	`jnl`	Reconstructing subcortical and cortical somatosensory activity via the RAMUS inverse source analysis technique using median nerve SEP data. NeuroImage Atena Rezaei, Joonas Lahtinen, Frank Neugebauer, Marios Antonakakis, Maria Carla Piastra, Alexandra Koulouri, Carsten H. Wolters, Sampsa Pursiainen
2021	—	`conf`	Reconstruction of the Very Early Thalamo-Cortical Network with Combined EEG and MEG on Realistic Head Modeling. NER Konstantinos Politof, Marios Antonakakis, Andreas Wollbrink, Carsten H. Wolters, Michalis E. Zervakis
2020	J	`jnl`	Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models. NeuroImage Marios Antonakakis, Sophie Schrader, Ümit Aydin, Asad Khan, Joachim Gross, Michalis E. Zervakis, Stefan Rampp, Carsten H. Wolters
2019	J	`jnl`	Aberrant Whole-Brain Transitions and Dynamics of Spontaneous Network Microstates in Mild Traumatic Brain Injury. Frontiers Comput. Neurosci. Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Andrew C. Papanicolaou, George Zouridakis
2019	C	`conf`	Combined EEG/MEG Source Reconstruction of Epileptic Activity using a Two-Phase Spike Clustering Approach. BIBE Vasileios S. Dimakopoulos, Marios Antonakakis, Gabriel Moeddel, Jörg Wellmer, Stefan Rampp, Michalis E. Zervakis, Carsten H. Wolters
2019	—	`conf`	Constrained maximum intensity optimized multi-electrode tDCS targeting of human somatosensory network. EMBC Asad Khan, Marios Antonakakis, Nikolas Vogenauer, Andreas Wollbrink, Sonja Suntrup-Krueger, Till R. Schneider, Christoph S. Herrmann, Michael A. Nitsche, Walter Paulus, Jens Haueisen, Carsten H. Wolters
2019	C	`conf`	Effective Connectivity in the Primary Somatosensory Network using Combined EEG and MEG. BIBE Konstantinos Politof, Marios Antonakakis, Andreas Wollbrink, Michalis E. Zervakis, Carsten H. Wolters
2019	C	`conf`	Individualized Targeting and Optimization of Multi-channel Transcranial Direct Current Stimulation in Drug-Resistant Epilepsy. BIBE Marios Antonakakis, Stefan Rampp, Christoph Kellinghaus, Carsten H. Wolters, Gabriel Moeddel
2017	J	`jnl`	Data-Driven Topological Filtering Based on Orthogonal Minimal Spanning Trees: Application to Multigroup Magnetoencephalography Resting-State Connectivity. Brain Connect. Stavros I. Dimitriadis, Marios Antonakakis, Panagiotis G. Simos, Jack M. Fletcher, Andrew C. Papanicolaou
2016	—	`conf`	Mining cross-frequency coupling microstates from resting state MEG: An application to mild traumatic brain injury. EMBC Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Andrew C. Papanicolaou, George Zouridakis
2015	—	`conf`	Comparison of brain network models using cross-frequency coupling and attack strategies. EMBC Marios Antonakakis, Stavros I. Dimitriadis, Michalis E. Zervakis, Roozbeh Rezaie, Abbas Babajani-Feremi, Sifis Micheloyannis, George Zouridakis, Andrew C. Papanicolaou
2014	B	`conf`	A Minimal Spanning Tree Analysis of EEG Responses to Complex Visual Stimuli. ICTAI Marios Antonakakis, Michalis E. Zervakis, Vaso Tsirka, Sifis Micheloyannis
2013	C	`conf`	Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. BIBE Marios Antonakakis, Giorgos A. Giannakakis, Manolis Tsiknakis, Sifis Micheloyannis, Michalis E. Zervakis