Education
- Diploma, Electrical and Computer Engineer, University of Patras, Greece (2005)
- Ph.D, Electrical and Computer Engineer, University of Patras, Greece (2012)
Research Interests
- Machine Learning
- Multimodal Interaction
- Multimodal Signal Processing
- Affective Computing
Teaching Activities
- Big Data and Data Mining (Postgraduate)
- Semantic Web (Postgraduate)
- Intelligent Systems (Postgraduate)
- Computer Architecture (3rd Semester)
- Data Mining and Data Warehouses (8th Semester)
- Knowledge Engineering and Knowledge Systems (9th Semester)
Journals
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Copyright and all rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the terms and constraints invoked
by each author's copyright. In most cases, these works may not be reposted or mass reproduced
without the explicit permission of the copyright holder.
[1]
M. Gnacek, J. Broulidakis, I. Mavridou, M. Fatoorechi, E. Seiss,
T. Kostoulas, E. Balaguer-Ballester, I. Kiprijanovska, C. Rosten, C. Nduka, EmteqPRO - Fully Integrated Biometric Sensing Array for Non-Invasive Biomedical Research in Virtual Reality, Frontiers in Virtual Reality, Vol. 3, 2022, Frontiers, (to_appear),
https://doi.org/10.3389/frvir.2022.78121...,
IF = [2]
V. Danilatou, S. Nikolakakis, D. Antonakaki, C. Tsagkarakis, D. Mavroidis,
T. Kostoulas, S. Ioannidis, Outcome Prediction in Critically-Ill Patients with Venous Thromboembolism and/or Cancer Using Machine Learning Algorithms: External Validation and Comparison with Scoring Systems, International Journal of Molecular Sciences, Vol. 23, No. 13, pp. 25, 2022, MDPI, (to_appear),
https://doi.org/10.3390/ijms23137132,
IF = 6.208[3]
V. Novak,
T. Kostoulas, M. Muszynski, C. Cinel, A. Nijholt, Editorial: Harnessing Physiological Synchronization and Hyperscanning to Enhance Collaboration and Communication, Frontiers in Neuroergonomics, 2022, Frontiers, (to_appear),
https://doi.org/10.3389/fnrgo.2022.95608...,
IF = [4]
P. Kostoulas, E. Meletis, K. Pateras, P. Eusebi,
T. Kostoulas, . et al., The epidemic volatility index, a novel early warning tool for identifying new waves in an epidemic, Scientific Reports, Vol. 11, No. 23775, pp. 10, 2021, Springer Nature, (to_appear),
https://doi.org/10.1038/s41598-021-02622...,
IF = 5.133[5]
C. Iliou,
T. Kostoulas, T. Tsikrika, V. Katos, S. Vrochidis, Y. Kompatsiaris, Detection of advanced web bots by combining web logs with mouse behavioural biometrics, Digital Threats: Research and Practice, Vol. 2, No. 3, pp. 26, 2021, ACM, (to_appear),
https://doi.org/10.1145/3447815,
IF = [6]
M. Muszynski, L. Tian, C. Lai, J. D. Moore,
T. Kostoulas, P. Lombardo, T. Pun, G. Chanel, Recognizing Induced Emotions of Movie Audiences from Multimodal Information, IEEE Transactions on Affective Computing, Vol. 12, No. 1, pp. 16, 2019, IEEE, (to_appear),
https://doi.org/10.1109/TAFFC.2019.29020...,
IF = 10.506[7]
M. Muszynski,
T. Kostoulas, P. Lombardo, T. Pun, G. Chanel, Aesthetic Highlight Detection in Movies Based on Synchronization of Spectators’ Reactions, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 14, No. 3, pp. 23, 2018, ACM, (to_appear),
https://doi.org/10.1145/3175497,
IF = [8]
G. Drosatos, F. Nalbadis, E. Arden-Close, V. Baines, E. Bolat, L. Vuillier,
T. Kostoulas, . et al., Enabling Responsible Online Gambling by Real-time Persuasive Technologies, Complex Systems Informatics and Modeling Quarterly, Vol. 99, No. 17, pp. 24, 2018, (to_appear),
https://doi.org/10.7250/csimq.2018-17.03,
IF = [9]
T. Kostoulas, G. Chanel, M. Muszynski, P. Lombardo, T. Pun, Films, affective computing and aesthetic experience: Identifying emotional and aesthetic highlights from multimodal signals in a social setting, Frontiers in ICT, Vol. 4, pp. 11, 2017, Frontiers, (to_appear),
https://doi.org/10.3389/fict.2017.00011,
IF = [10]
S. Tárrega, A. B Fagundo, S. Jimenez-Murcia, .. .,
T. Kostoulas, . et al., Explicit and implicit emotional expression in bulimia nervosa in the acute state and after recovery, PLoS One, Vol. 9, No. 7, 2014, (to_appear),
https://doi.org/10.1371/journal.pone.010...,
IF = [11]
T. Kostoulas, T. Winkler, T. Ganchev, N. Fakotakis, J. Köhler, The MoveOn database: motorcycle environment speech and noise database for command and control applications, Language resources and evaluation, Vol. 47, No. 2, pp. 24, 2013, Springer, (to_appear),
https://doi.org/10.1007/s10579-013-9222-...,
IF = 1.393 [12]
T. Kostoulas, I. Mporas, O. Kocsis, T. Ganchev, N. Katsaounos, J. J Santamaria, S. Jimenez-Murcia, F. Fernandez-Aranda, N. Fakotakis, Affective speech interface in serious games for supporting therapy of mental disorders, Expert Systems with Applications, Vol. 39, No. 12, pp. 8, 2012, Elsevier, (to_appear),
http://dx.doi.org/10.1016/j.eswa.2012.03...,
IF = 6.954 [13]
F. Fernandez-Aranda, S. Jimenez-Murcia, J. J Santamaria, .. .,
T. Kostoulas, . et al., Video games as a complementary therapy tool in mental disorders: PlayMancer, a European multicentre study, Journal of Mental Health, Vol. 21, No. 4, pp. 10, 2012, Taylor & Francis, (to_appear),
https://doi.org/10.3109/09638237.2012.66...,
IF = [14]
A. Lazaridis, T. Ganchev,
T. Kostoulas, I. Mporas, N. Fakotakis, Phone duration modeling: overview of techniques and performance optimization via feature selection in the context of emotional speech, International Journal of Speech Technology, Vol. 13, No. 3, pp. 13, 2010, Springer US, (to_appear),
https://doi.org/10.1007/s10772-010-9077-...,
IF =
Conferences
Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work.
Copyright and all rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the terms and constraints invoked
by each author's copyright. In most cases, these works may not be reposted or mass reproduced
without the explicit permission of the copyright holder.
[1]
M. Muszynski, E. Roman-Rangel, L. Tian,
T. Kostoulas, T. Chaspari, P. Amelidis, Workshop on Multimodal Affect and Aesthetic Experience, Proceedings of the 2021 International Conference on Multimodal Interaction, (ed), (eds), (to_appear), Oct, 2021,
[2]
C. Iliou,
T. Kostoulas, T. Tsikrika, V. Katos, S. Vrochidis, Y. Kompatsiaris, Web Bot Detection Evasion Using Generative Adversarial Networks, 2021 IEEE International Conference on Cyber Security and Resilience, (ed), (eds), (to_appear), Jul, 2021,
[3]
M. Gnacek, E. Seiss,
T. Kostoulas, E. Balaguer-Ballester, I. Mavridou, C. Nduka, Remote Collection of Physiological Data in a Virtual Reality Study, XR Remote Research Workshop, CHI 21, (ed), (eds), (to_appear), May, 2021,
Books
Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work.
Copyright and all rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the terms and constraints invoked
by each author's copyright. In most cases, these works may not be reposted or mass reproduced
without the explicit permission of the copyright holder.
Chapters in Books
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Copyright and all rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the terms and constraints invoked
by each author's copyright. In most cases, these works may not be reposted or mass reproduced
without the explicit permission of the copyright holder.
Conferences Proceedings Editor
Copyright Notice: This material is presented to ensure timely dissemination of scholarly and technical work.
Copyright and all rights therein are retained by authors or by other copyright holders.
All persons copying this information are expected to adhere to the terms and constraints invoked
by each author's copyright. In most cases, these works may not be reposted or mass reproduced
without the explicit permission of the copyright holder.
