Christos A. Frantzidis

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 9

Top Topics

Supervised Machine Learning Algorithms

Hierarchically Structured

Convolutional Neural Networks

Top Venues

Biomed. Signal Process. Control.

Publications

Anna Nikolaidou, Christos A. Frantzidis, Anna-Bettina Haidich
Investigation of Sleep Quality and Mental Health of Greek Physicians During the COVID-19 Pandemic. ICIMTH (2023)
Panteleimon Chriskos, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Panteleimon Chriskos, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Emmanouil K. Papanastassiou, Chrysoula Kourtidou-Papadeli, Panagiotis D. Bamidis
SmartHypnos: Developing a Toolbox for Polysomnographic Data Visualization and Analysis. EMBC (2019)
Christos A. Frantzidis, Christiane M. Nday, Panteleimon Chriskos, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
Advanced network neuroscience approaches in sleep neurobiology on extreme environments. EMBC (2019)
Ioanna Tepelena, Christos A. Frantzidis, Vasiliki Salvari, Leontios J. Hadjileontiadis, Panagiotis D. Bamidis
Are Elderly Less Responsive to Emotional Stimuli? An EEG-based Study across Pleasant, Unpleasant and Neutral Greek Words. CBMS (2017)
Panteleimon Chriskos, Dimitra S. Kaitalidou, Georgios Karakasis, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
Automatic Sleep Stage Classification Applying Machine Learning Algorithms on EEG Recordings. CBMS (2017)
Vasiliki I. Zilidou, Christos A. Frantzidis, Ana B. Vivas, Maria Karagianni, Panagiotis D. Bamidis
Towards Multi-parametric Hub Scoring of Functional Cortical Brain Networks: An Electroencephalographic (EEG) Study Across Lifespan. CBMS (2017)
Ioanna-Maria Spyrou, Christos A. Frantzidis, Charalampos Bratsas, Ioannis Antoniou, Panagiotis D. Bamidis
Geriatric depression symptoms coexisting with cognitive decline: A comparison of classification methodologies. Biomed. Signal Process. Control. 25 (2016)
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Marianna S. Tsatali, Anthoula C. Tsolaki, Panagiotis D. Bamidis
A Decision-Support Framework for Promoting Independent Living and Ageing Well. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Elpiniki I. Papageorgiou, Antonis S. Billis, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
A preliminary fuzzy cognitive map - based desicion support tool for geriatric depression assessment. FUZZ-IEEE (2013)
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
Towards a hierarchically-structured decision support tool for improving seniors' independent living: the USEFIL decision support system. PETRA (2013)
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
A Mahalanobis Distance Based Approach towards the Reliable Detection of Geriatric Depression Symptoms Co-existing with Cognitive Decline. AIAI (2) (2012)
Christos A. Frantzidis, Aristea Ladas, Maria D. Diamantoudi, Anastasia Semertzidou, Eirini Grigoriadou, Anthoula Tsolaki, Despoina Liapi, Anatoli Papadopoulou, Fotini Kounti, Ana B. Vivas, Magda Tsolaki, Costas Pappas, Panagiotis D. Bamidis
What are the symbols of Alzheimer? A permutation entropy based symbolic analysis for the detection of early changes of the electroencephalographic complexity due to mild Alzheimer. BIBE (2012)
Evdokimos I. Konstantinidis, Christos A. Frantzidis, Costas Pappas, Panagiotis D. Bamidis
Real time emotion aware applications: A case study employing emotion evocative pictures and neuro-physiological sensing enhanced by Graphic Processor Units. Comput. Methods Programs Biomed. 107 (1) (2012)
Panagiotis D. Bamidis, Evdokimos I. Konstantinidis, Antonis Billis, Christos A. Frantzidis, Magda Tsolaki, Walter Hlauschek, Efthyvoulos Kyriacou, Marios S. Neofytou, Constantinos S. Pattichis
A Web services-based exergaming platform for senior citizens: The long lasting memories project approach to e-health care. EMBC (2011)
Christos A. Frantzidis, Charalampos Bratsas, Christos L. Papadelis, Evdokimos I. Konstantinidis, Costas Pappas, Panagiotis D. Bamidis
Toward emotion aware computing: an integrated approach using multichannel neurophysiological recordings and affective visual stimuli. IEEE Trans. Inf. Technol. Biomed. 14 (3) (2010)
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
On the classification of emotional biosignals evoked while viewing affective pictures: an integrated data-mining-based approach for healthcare applications. IEEE Trans. Inf. Technol. Biomed. 14 (2) (2010)
Christos A. Frantzidis, Evdokimos I. Konstantinidis, Costas Pappas, Panagiotis D. Bamidis
An Automated System for Processing Electrodermal Activity. MIE (2009)
Evdokimos I. Konstantinidis, Andrej Luneski, Christos A. Frantzidis, Costas Pappas, Panagiotis D. Bamidis
A proposed framework of an interactive semi-virtual environment for enhanced education of children with autism spectrum disorders. CBMS (2009)
Christos A. Frantzidis, Panagiotis D. Bamidis
Description and future trends of ICT solutions offered towards independent living: the case of LLM project. PETRA (2009)
Panagiotis D. Bamidis, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Andrej Luneski, Chrysa D. Lithari, Manousos A. Klados, Charalampos Bratsas, Christos L. Papadelis, Costas Pappas
An Integrated Approach to Emotion Recognition for Advanced Emotional Intelligence. HCI (3) (2009)
Charalampos Bratsas, Christos A. Frantzidis, Manousos A. Klados, Christos L. Papadelis, Costas Pappas, Panagiotis D. Bamidis
Towards a Semantic Framework for an Integrative Description of Neuroscience Patterns and Studies: A Case for Emotion-Related Data. MIE (2009)
Manousos A. Klados, Christos A. Frantzidis, Ana B. Vivas, Christos L. Papadelis, Chrysa D. Lithari, Costas Pappas, Panagiotis D. Bamidis
A Framework Combining Delta Event-Related Oscillations (EROs) and Synchronisation Effects (ERD/ERS) to Study Emotional Processing. Comput. Intell. Neurosci. 2009 (2009)
Christos A. Frantzidis, Chrysa D. Lithari, Ana B. Vivas, Christos L. Papadelis, Costas Pappas, Panagiotis D. Bamidis
Towards emotion aware computing: A study of arousal modulation with multichannel event-related potentials, delta oscillatory activity and skin conductivity responses. BIBE (2008)