An Integrated Approach to Emotion Recognition for Advanced Emotional Intelligence. - Panagiotis D. Bamidis; Christos A. Frantzidis; Evdokimos I. Konstantinidis; Andrej Luneski; Chrysa D. Lithari; Manousos A. Klados; Charalampos Bratsas; Christos L. Papadelis; Costas Pappas (HCI (3), 2009)

Towards a Semantic Framework for an Integrative Description of Neuroscience Patterns and Studies: A Case for Emotion-Related Data. - Charalampos Bratsas; Christos A. Frantzidis; Manousos A. Klados; Christos L. Papadelis; Costas Pappas; Panagiotis D. Bamidis (MIE, 2009)

A Framework Combining Delta Event-Related Oscillations (EROs) and Synchronisation Effects (ERD/ERS) to Study Emotional Processing. - Manousos A. Klados; Christos A. Frantzidis; Ana B. Vivas; Christos L. Papadelis; Chrysa D. Lithari; Costas Pappas; Panagiotis D. Bamidis (Comput. Intell. Neurosci., 2009)

On the classification of emotional biosignals evoked while viewing affective pictures: an integrated data-mining-based approach for healthcare applications. - Christos A. Frantzidis; Charalampos Bratsas; Manousos A. Klados; Evdokimos I. Konstantinidis; Chrysa D. Lithari; Ana B. Vivas; Christos L. Papadelis; Eleni Kaldoudi; Costas Pappas; Panagiotis D. Bamidis (IEEE Trans. Inf. Technol. Biomed., 2010)

REG-ICA: A hybrid methodology combining Blind Source Separation and regression techniques for the rejection of ocular artifacts. - Manousos A. Klados; Christos L. Papadelis; Christoph Braun 001; Panagiotis D. Bamidis (Biomed. Signal Process. Control., 2011)

Towards a graph theoretical approach to study gender lateralization effect in mathematical thinking. - Manousos A. Klados; Chrysa D. Lithari; Ioannis Antoniou; Anastasia Semertzidou; Charalampos Bratsas; Sifis Micheloyannis; Panagiotis D. Bamidis (BIBE, 2012)

A Mahalanobis Distance Based Approach towards the Reliable Detection of Geriatric Depression Symptoms Co-existing with Cognitive Decline. - Christos A. Frantzidis; Maria D. Diamantoudi; Eirini Grigoriadou; Anastasia Semertzidou; Antonis Billis; Evdokimos I. Konstantinidis; Manousos A. Klados; Ana B. Vivas; Charalampos Bratsas; Magda Tsolaki; Constantinos Pappas; Panagiotis D. Bamidis (AIAI (2), 2012)

Source Detection and Functional Connectivity of the Sensorimotor Cortex during Actual and Imaginary Limb Movement: A Preliminary Study on the Implementation of eConnectome in Motor Imagery Protocols. - Alkinoos Athanasiou; Chrysa D. Lithari; Konstantina Kalogianni; Manousos A. Klados; Panagiotis D. Bamidis (Adv. Hum. Comput. Interact., 2012)

How does the metric choice affect brain functional connectivity networks? - Chrysa D. Lithari; Manousos A. Klados; Christos L. Papadelis; Costas Pappas; Maria Albani; Panagiotis D. Bamidis (Biomed. Signal Process. Control., 2012)

A short review of computerized monitoring systems for ADHD. - Manousos A. Klados; Maria M. Nikolaidou; Evdokimos I. Konstantinidis; Antonella Chifari; Panagiotis D. Bamidis (CBMS, 2013)

Predicting Cognitive Recovery of Stroke Patients from the Structural MRI Connectome Using a Naïve Bayesian Tree Classifier. - Rosalía Dacosta-Aguayo; Christian Stephan-Otto; Tibor Auer; Inmaculada Clemente; Antoni Davalos; Núria Bargalló; Maria Mataró; Manousos A. Klados (CBMS, 2017)

An Automatic EEG Based System for the Recognition of Math Anxiety. - Manousos A. Klados; Niki Pandria; Alkinoos Athanasiou; Panagiotis D. Bamidis (CBMS, 2017)

FCLAB: An EEGLAB module for performing functional connectivity analysis on single-subject EEG data. - Vasileios C. Pezoulas; Alkinoos Athanasiou; Guido Nolte; Michalis E. Zervakis; Antonio Fratini; Dimitrios I. Fotiadis; Manousos A. Klados (BHI, 2018)

Automated individual-level parcellation of Broca's region based on functional connectivity. - Estrid Jakobsen; Franziskus Liem; Manousos A. Klados; Seyma Bayrak; Michael Petrides; Daniel S. Margulies (NeuroImage, 2018)

High-Frequency Oscillations in Epilepsy: A Short Review. - Matthew Fenech; Stefano Seri; Manousos A. Klados (BIBE, 2019)

Automatic Absence Seizure Detection Evaluating Matching Pursuit Features of EEG Signals. - Katerina Giannakaki; Giorgos A. Giannakakis; Pelagia Vorgia; Manousos A. Klados; Michalis E. Zervakis (BIBE, 2019)

Towards a Novel Way to Predict Deficits After a Brain Lesion: A Stroke Example. - Georgios A. Klados; Michalis E. Zervakis; Rosalía Dacosta-Aguayo; Antonio Fratini; Manousos A. Klados (BIBE, 2019)

The Impact of Math Anxiety on Working Memory: A Cortical Activations and Cortical Functional Connectivity EEG Study. - Manousos A. Klados; Evangelos Paraskevopoulos; Niki Pandria; Panagiotis D. Bamidis (IEEE Access, 2019)

Functional Connectivity Analysis of Cerebellum Using Spatially Constrained Spectral Clustering. - Vasileios C. Pezoulas; Kostas Michalopoulos; Manousos A. Klados; Sifis Micheloyannis; Nikolaos G. Bourbakis; Michalis E. Zervakis (IEEE J. Biomed. Health Informatics, 2019)

Which BSS method separates better the EEG Signals? A comparison of five different algorithms. - Christos Stergiadis; Vasiliki-Despoina Kostaridou; Manousos A. Klados (Biomed. Signal Process. Control., 2022)

A Personalised User Authentication System based on EEG Signals. - Christos Stergiadis; Vasiliki-Despoina Kostaridou; Simeon Veloudis; Dimitrios Kazis; Manousos A. Klados (CoRR, 2022)

A Personalized User Authentication System Based on EEG Signals. - Christos Stergiadis; Vasiliki-Despoina Kostaridou; Simeon Veloudis; Dimitrios Kazis; Manousos A. Klados (Sensors, 2022)

EMD-BSS: A hybrid methodology combining Empirical Mode Decomposition and Blind Source Separation to eliminate the ocular artifacts from EEG recordings. - Hamza Massar; Christos Stergiadis; Benayad Nsiri; Taoufiq Belhoussine Drissi; Manousos A. Klados (Biomed. Signal Process. Control., 2024)