Christos A. Frantzidis

28 papers B 5C 3Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning with noisy labels for classifying biological echoes in polarimetric weather radar observations using artificial neural networks.
Neurocomputing
John Atanbori, Christos A. Frantzidis, Mohammed Al-Khafajiy, Aliyu Aliyu, Behnaz Sohani, Kofi Appiah, Harriet Moore, Catherine Sanders, Alastair I. Ward
2025 C conf
SYMPTOM: SYMptom-Level Prediction of Target Outcomes in Major Depressive Disorder (MDD) Using Transformers on Mental Health Narratives.
BIBE
Christos A. Frantzidis, Aikaterini S. Stravoravdi, Aristea Ladas, Georgios Papazisis
2025 J jnl
SmartHypnos eXpert: A MATLAB toolbox for sleep experts supporting sleep staging and respiratory event detection.
Comput. Biol. Medicine
Panteleimon Chriskos, Christos A. Frantzidis, Athanasia Pataka, Emmanouil Papanastasiou, Chrysoula Kourtidou-Papadeli, Panagiotis D. Bamidis
2025 J jnl
SmartHypnos: An Android application for low-cost sleep self-monitoring and personalized recommendation generation.
Comput. Biol. Medicine
Panteleimon Chriskos, Christos A. Frantzidis, Christina Plomariti, Emmanouil Papanastasiou, Athanasia Pataka, Chrysoula Kourtidou-Papadeli, Panagiotis D. Bamidis
2023 — conf
Investigation of Sleep Quality and Mental Health of Greek Physicians During the COVID-19 Pandemic.
ICIMTH
Anna Nikolaidou, Christos A. Frantzidis, Anna-Bettina Haidich
2020 J jnl
Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images.
IEEE Trans. Neural Networks Learn. Syst.
Panteleimon Chriskos, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
2019 — conf
Advanced network neuroscience approaches in sleep neurobiology on extreme environments.
EMBC
Christos A. Frantzidis, Christiane M. Nday, Panteleimon Chriskos, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
2019 — conf
SmartHypnos: Developing a Toolbox for Polysomnographic Data Visualization and Analysis.
EMBC
Panteleimon Chriskos, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Emmanouil K. Papanastassiou, Chrysoula Kourtidou-Papadeli, Panagiotis D. Bamidis
2017 B conf
Are Elderly Less Responsive to Emotional Stimuli? An EEG-based Study across Pleasant, Unpleasant and Neutral Greek Words.
CBMS
Ioanna Tepelena, Christos A. Frantzidis, Vasiliki Salvari, Leontios J. Hadjileontiadis, Panagiotis D. Bamidis
2017 B conf
Automatic Sleep Stage Classification Applying Machine Learning Algorithms on EEG Recordings.
CBMS
Panteleimon Chriskos, Dimitra S. Kaitalidou, Georgios Karakasis, Christos A. Frantzidis, Polyxeni T. Gkivogkli, Panagiotis D. Bamidis, Chrysoula Kourtidou-Papadeli
2017 B conf
Towards Multi-parametric Hub Scoring of Functional Cortical Brain Networks: An Electroencephalographic (EEG) Study Across Lifespan.
CBMS
Vasiliki I. Zilidou, Christos A. Frantzidis, Ana B. Vivas, Maria Karagianni, Panagiotis D. Bamidis
2016 J jnl
Geriatric depression symptoms coexisting with cognitive decline: A comparison of classification methodologies.
Biomed. Signal Process. Control.
Ioanna-Maria Spyrou, Christos A. Frantzidis, Charalampos Bratsas, Ioannis Antoniou, Panagiotis D. Bamidis
2015 J jnl
A Decision-Support Framework for Promoting Independent Living and Ageing Well.
IEEE J. Biomed. Health Informatics
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Marianna S. Tsatali, Anthoula C. Tsolaki, Panagiotis D. Bamidis
2013 B conf
A preliminary fuzzy cognitive map - based desicion support tool for geriatric depression assessment.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Antonis S. Billis, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
2013 — conf
Towards a hierarchically-structured decision support tool for improving seniors' independent living: the USEFIL decision support system.
PETRA
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
2012 — conf
A Mahalanobis Distance Based Approach towards the Reliable Detection of Geriatric Depression Symptoms Co-existing with Cognitive Decline.
AIAI (2)
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
2012 J jnl
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.
Evdokimos I. Konstantinidis, Christos A. Frantzidis, Costas Pappas, Panagiotis D. Bamidis
2012 C conf
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
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
2011 — conf
A Web services-based exergaming platform for senior citizens: The long lasting memories project approach to e-health care.
EMBC
Panagiotis D. Bamidis, Evdokimos I. Konstantinidis, Antonis Billis, Christos A. Frantzidis, Magda Tsolaki, Walter Hlauschek, Efthyvoulos Kyriacou, Marios S. Neofytou, Constantinos S. Pattichis
2010 J jnl
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.
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
2010 J jnl
Toward emotion aware computing: an integrated approach using multichannel neurophysiological recordings and affective visual stimuli.
IEEE Trans. Inf. Technol. Biomed.
Christos A. Frantzidis, Charalampos Bratsas, Christos L. Papadelis, Evdokimos I. Konstantinidis, Costas Pappas, Panagiotis D. Bamidis
2009 J jnl
A Framework Combining Delta Event-Related Oscillations (EROs) and Synchronisation Effects (ERD/ERS) to Study Emotional Processing.
Comput. Intell. Neurosci.
Manousos A. Klados, Christos A. Frantzidis, Ana B. Vivas, Christos L. Papadelis, Chrysa D. Lithari, Costas Pappas, Panagiotis D. Bamidis
2009 B conf
A proposed framework of an interactive semi-virtual environment for enhanced education of children with autism spectrum disorders.
CBMS
Evdokimos I. Konstantinidis, Andrej Luneski, Christos A. Frantzidis, Costas Pappas, Panagiotis D. Bamidis
2009 — conf
An Automated System for Processing Electrodermal Activity.
MIE
Christos A. Frantzidis, Evdokimos I. Konstantinidis, Costas Pappas, Panagiotis D. Bamidis
2009 — conf
An Integrated Approach to Emotion Recognition for Advanced Emotional Intelligence.
HCI (3)
Panagiotis D. Bamidis, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Andrej Luneski, Chrysa D. Lithari, Manousos A. Klados, Charalampos Bratsas, Christos L. Papadelis, Costas Pappas
2009 — conf
Description and future trends of ICT solutions offered towards independent living: the case of LLM project.
PETRA
Christos A. Frantzidis, Panagiotis D. Bamidis
2009 — conf
Towards a Semantic Framework for an Integrative Description of Neuroscience Patterns and Studies: A Case for Emotion-Related Data.
MIE
Charalampos Bratsas, Christos A. Frantzidis, Manousos A. Klados, Christos L. Papadelis, Costas Pappas, Panagiotis D. Bamidis
2008 C conf
Towards emotion aware computing: A study of arousal modulation with multichannel event-related potentials, delta oscillatory activity and skin conductivity responses.
BIBE
Christos A. Frantzidis, Chrysa D. Lithari, Ana B. Vivas, Christos L. Papadelis, Costas Pappas, Panagiotis D. Bamidis