Georgian Artificial Intelligence Networking and Twinning Initiative

Projektinformationen

GAIN

ID Finanzhilfevereinbarung: 101078950

DOI

10.3030/101078950

Projekt abgeschlossen

EK-Unterschriftsdatum 12 Juli 2022

Startdatum 1 Oktober 2022

Enddatum 30 September 2025

Finanziert unter

• Widening participation and spreading excellence

Gesamtkosten

€ 1 319 250,00

EU-Beitrag

€ 1 319 250,00

Koordiniert durch

GEORGIAN TECHNICAL UNIVERSITY
Georgia

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

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

Veröffentlichungen

Peer reviewed articles (12)

Recognizing emotion regulation strategies from human behavior with large language models

Autoren: Müller, P., Heimerl, A., Hossain, S. M., Siegel, L., Alexandersson, J., Gebhard, P
Veröffentlicht in: ArXiv, 2025, ISSN 2331-8422
Herausgeber: Cornell University, USA
DOI: 10.48550/ARXIV.2408.04420

MultiMediate'24: Multi-Domain Engagement Estimation

Autoren: Müller, P., Balazia, M., Baur, T., Dietz, M., Heimerl, A., Penzkofer, A
Veröffentlicht in: ArXiv, 2025, ISSN 2331-8422
Herausgeber: Cornell University USA
DOI: 10.48550/ARXIV.2408.16625

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

Autoren: Sharma, M., Martínez Martínez, C. A., Wirth, B. E., Krüger, A., & Müller, P.
Veröffentlicht in: ArXiv, 2025, ISSN 2331-8422
Herausgeber: Cornell University, USA
DOI: 10.48550/ARXIV.2508.01853

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

Autoren: G. G. Baghaturia, M. Z. Menteshashvili
Veröffentlicht in: Programming and Computer Software, Ausgabe 50, 2024, ISSN 0361-7688
Herausgeber: Pleiades Publishing Ltd
DOI: 10.1134/S0361768824700385

On Sub-Gaussianity in Banach Spaces

Autoren: Giorgobiani G., Kvaratskhelia V., Tarieladze V.
Veröffentlicht in: Mathematical Problems of Computer Science, Ausgabe 62, p. , 52–58, 2024, ISSN 2579-2784
Herausgeber: 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

Autoren: Müller, P., Balazia, M., Baur, T., Dietz, M., Heimerl, A., Schiller, D., ...
Veröffentlicht in: ArXiv, 2025, ISSN 2331-8422
Herausgeber: Cornell University, USA
DOI: 10.48550/ARXIV.2308.08256

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

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

Cross-Prompt Encoder for Low-Performing Languages

Autoren: Beso Mikaberidze, Teimuraz Saghinadze, Simon Ostermann, Philipp Müller
Veröffentlicht in: ArXiv, 2025, ISSN 2331-8422
Herausgeber: 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

Autoren: Kachiashvili K.J., Kachiashvili J.K., Kvaratskhelia V.V.
Veröffentlicht in: International Journal of Statistics in Medical Research, Ausgabe 13., pp. 64-97, 2024, ISSN 1929-6029
Herausgeber: Lifescience Global
DOI: 10.6000/1929-6029.2024.13.07

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

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

Automatic Recognition of Human Psychological State Based on EEG Data

Autoren: Kartlos Kachiashvili, Joseph Kachiashvili, Vakhtang Kvaratskhelia
Veröffentlicht in: Contemporary Mathematics, 2025, ISSN 2705-1056
Herausgeber: Universal Wiser Publisher Pte. Ltd
DOI: 10.37256/CM.6320256144

Trigonometric series and the permutation sign convergence condition

Autoren: Chelidze, G., Chobanyan, S., Giorgobiani, G., Tarieladze, V.
Veröffentlicht in: Analysis Mathematica, 2024, ISSN 0133-3852
Herausgeber: Springer
DOI: 10.1007/S10476-024-00012-1

Conference proceedings (5)

Characterization of Sub-Gaussian Random Elements in Banach Spaces

Autoren: Giorgobiani G., Kvaratskhelia V., Tarieladze V.
Veröffentlicht in: 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
Herausgeber: University of Georgia Publishing House
DOI: 10.62343/CSIT.2024.11

MVP: Multimodal Emotion Recognition based on Video and Physiological Signals

Autoren: V. Strizhkova, H. Kachmar, H. Chaptoukaev, R. Kalandadze, N. Kukhilava, T. Tsmindashvili et al.
Veröffentlicht in: ABAW 2024, 2024
Herausgeber: Eurecom Sophia Antipolis, GRADUATE SCHOOL AND RESEARCH CENTER IN DIGITAL SCIENCE

A Comparison of Different Tokenization Methods for the Georgian Language

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

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

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

On One Connection Between the Moments of Random Variables

Autoren: V. Kvaratskhelia, G. Giorgobiani, M. Menteshashvili
Veröffentlicht in: Computer Science and Information Technologies CSIT 2023, Ausgabe Book of abstracts pg. 133-134, 2023
Herausgeber: National Academy of Sciences of the Republic of Armenia. Institute forInformatics and Automation Problems.
DOI: 10.51408/csit2023_29