Georgian Artificial Intelligence Networking and Twinning Initiative

Informations projet

GAIN

N° de convention de subvention: 101078950

DOI

10.3030/101078950

Projet clôturé

Date de signature de la CE 12 Juillet 2022

Date de début 1 Octobre 2022

Date de fin 30 Septembre 2025

Financé au titre de

• Widening participation and spreading excellence

Coût total

€ 1 319 250,00

Contribution de l’UE

€ 1 319 250,00

Coordonné par

GEORGIAN TECHNICAL UNIVERSITY
Georgia

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (16)

Mobility scheme impact report

Mobility and staff exchange scheme impact report will be prepared

GAIN summer school report

Three GAIN 2 summer schools will be organized and the report will be prepared

European Innovation tools training report

2 webinars will be delivered to address innovation related issues. European Innovation tools training report will be prepared

Conference report and proceedings

Joint Scientific Conference „Artificial Intelligence for Human Behavior Analysis“ report and proceedings will be prepared

Training workshops report and training materials

3 Innovation training workshops for researchers and managers will be held, the report and training materials will be delivered

Set of the project promotional materials, version 2

Set of the project promotional materials, version 2 will be ready

GAIN webinar series report

Series of 3 webinars targeted on young researchers will be organized and the report will be prepared

Set of the project promotional materials, version 1

Set of the project promotional materials, version 1 will be ready

Strategic Development & Sustainability Plan

MICM Strategic Development & Sustainability Plan, aiming at Institutional reforms of MICM will be prepared

GAIN highly specialized trainings report

GAIN highly specialized trainings will be organized, the report will be prepared

Twinning Research and Innovation Programme

The framework parameters of the Twinning Research and Innovation Programme (TRIP) are defined and agreed

Final Joint Research and Impact Evaluation Report

Final Joint Research and Impact Evaluation Report will be prepared

Innovation Capacity Building Programme. Impact evaluation report

Innovation Capacity Building Programme will be set up. Impact evaluation report will be prepared

GAIN workshop series report

The report of GAIN workshop series, including 3 high-level scientific workshops attached to most visible and relevant European /international conferences will be prepared

First Joint Research Report

First Joint Research Report about the Implementation of the research projects described in TRIP according to the plan will be prepared

Dissemination and Sustainability Report

Dissemination and Sustainability Report will be prepared

Websites, patent fillings, videos etc. (2)

Project website, version 1

Project website, version 1 will be ready

Project website, version 2

Project website, version 2 will be ready

Publications

Peer reviewed articles (12)

Recognizing emotion regulation strategies from human behavior with large language models

Auteurs: Müller, P., Heimerl, A., Hossain, S. M., Siegel, L., Alexandersson, J., Gebhard, P
Publié dans: ArXiv, 2025, ISSN 2331-8422
Éditeur: Cornell University, USA
DOI: 10.48550/ARXIV.2408.04420

MultiMediate'24: Multi-Domain Engagement Estimation

Auteurs: Müller, P., Balazia, M., Baur, T., Dietz, M., Heimerl, A., Penzkofer, A
Publié dans: ArXiv, 2025, ISSN 2331-8422
Éditeur: Cornell University USA
DOI: 10.48550/ARXIV.2408.16625

Distinguishing Target and Non-Target Fixations with EEG and Eye Tracking in Realistic Visual Scenes

Auteurs: Sharma, M., Martínez Martínez, C. A., Wirth, B. E., Krüger, A., & Müller, P.
Publié dans: ArXiv, 2025, ISSN 2331-8422
Éditeur: Cornell University, USA
DOI: 10.48550/ARXIV.2508.01853

On the Numerical Solution of the Characteristic Problems for One Class of Quasilinear Equations

Auteurs: G. G. Baghaturia, M. Z. Menteshashvili
Publié dans: Programming and Computer Software, Numéro 50, 2024, ISSN 0361-7688
Éditeur: Pleiades Publishing Ltd
DOI: 10.1134/S0361768824700385

On Sub-Gaussianity in Banach Spaces

Auteurs: Giorgobiani G., Kvaratskhelia V., Tarieladze V.
Publié dans: Mathematical Problems of Computer Science, Numéro 62, p. , 52–58, 2024, ISSN 2579-2784
Éditeur: Institute for Informatics and Automation Problems of NAS RA
DOI: 10.51408/1963-0120

Multimediate'23: Engagement estimation and bodily behaviour recognition in social interactions

Auteurs: Müller, P., Balazia, M., Baur, T., Dietz, M., Heimerl, A., Schiller, D., ...
Publié dans: ArXiv, 2025, ISSN 2331-8422
Éditeur: Cornell University, USA
DOI: 10.48550/ARXIV.2308.08256

Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework

Auteurs: N. Kukhilava, T. Tsmindashvili, R. Kalandadze, Anchit Gupta, S. Katamadze, F. Brémond, L. M. Ferrari, P. Müller, B. E. Wirth
Publié dans: ArXiv, 2025, ISSN 2331-8422
Éditeur: Cornell University, USA
DOI: 10.48550/ARXIV.2505.18175

Cross-Prompt Encoder for Low-Performing Languages

Auteurs: Beso Mikaberidze, Teimuraz Saghinadze, Simon Ostermann, Philipp Müller
Publié dans: ArXiv, 2025, ISSN 2331-8422
Éditeur: Cornell University, USA
DOI: 10.48550/ARXIV.2508.10352

Automatic diagnosis of lung diseases (pneumonia, cancer) with given reliabilities on the basis of an irradiation images of patients

Auteurs: Kachiashvili K.J., Kachiashvili J.K., Kvaratskhelia V.V.
Publié dans: International Journal of Statistics in Medical Research, Numéro 13., pp. 64-97, 2024, ISSN 1929-6029
Éditeur: Lifescience Global
DOI: 10.6000/1929-6029.2024.13.07

MultiMediate '23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions

Auteurs: Philipp Müller; Michal Balazia; Tobias Baur; Michael Dietz; Alexander Heimerl; Dominik Schiller; Mohammed Guermal; Dominike Thomas; François Brémond; Jan Alexandersson; Elisabeth André; Andreas Bulling
Publié dans: MM 2023 - The 31st ACM International Conference on Multimedia, 2023, ISSN 2331-8422
Éditeur: Cornell Tech
DOI: 10.48550/arxiv.2308.08256

Automatic Recognition of Human Psychological State Based on EEG Data

Auteurs: Kartlos Kachiashvili, Joseph Kachiashvili, Vakhtang Kvaratskhelia
Publié dans: Contemporary Mathematics, 2025, ISSN 2705-1056
Éditeur: Universal Wiser Publisher Pte. Ltd
DOI: 10.37256/CM.6320256144

Trigonometric series and the permutation sign convergence condition

Auteurs: Chelidze, G., Chobanyan, S., Giorgobiani, G., Tarieladze, V.
Publié dans: Analysis Mathematica, 2024, ISSN 0133-3852
Éditeur: Springer
DOI: 10.1007/S10476-024-00012-1

Conference proceedings (5)

Characterization of Sub-Gaussian Random Elements in Banach Spaces

Auteurs: Giorgobiani G., Kvaratskhelia V., Tarieladze V.
Publié dans: Proceedings of the Workshop on Data Analytics and Mathematical Modeling within the framework of the XV International Conference on Computer Science and Information Technologies., 2024
Éditeur: University of Georgia Publishing House
DOI: 10.62343/CSIT.2024.11

MVP: Multimodal Emotion Recognition based on Video and Physiological Signals

Auteurs: V. Strizhkova, H. Kachmar, H. Chaptoukaev, R. Kalandadze, N. Kukhilava, T. Tsmindashvili et al.
Publié dans: ABAW 2024, 2024
Éditeur: Eurecom Sophia Antipolis, GRADUATE SCHOOL AND RESEARCH CENTER IN DIGITAL SCIENCE

A Comparison of Different Tokenization Methods for the Georgian Language

Auteurs: B. Mikaberidze, T. Saghinadze, G. Mikaberidze, R. Kalandadze, K. Pkhakadze, J. van Genabith, S. Ostermann, L. van der Plas, P, Müller
Publié dans: Proceedings of the 7th International Conference on Natural Language and Speech Processing (ICNLSP-2024), 2024
Éditeur: The Association for Computational Linguistics

M3TCM: Multi-modal Multi-task Context Model for Utterance Classification in Motivational Interviews

Auteurs: S. M. Hossain, J. Alexandersson, and P. Müller
Publié dans: Proceedings of the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 2024
Éditeur: ACL Anthology ID: 2024.lrec-main

On One Connection Between the Moments of Random Variables

Auteurs: V. Kvaratskhelia, G. Giorgobiani, M. Menteshashvili
Publié dans: Computer Science and Information Technologies CSIT 2023, Numéro Book of abstracts pg. 133-134, 2023
Éditeur: National Academy of Sciences of the Republic of Armenia. Institute forInformatics and Automation Problems.
DOI: 10.51408/csit2023_29