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Tensor-bAsed Machine learning towards genEral moDels of affect

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

AffRankNet+: Ranking Affect Using Privileged Information (opens in new window)

Author(s): Konstantinos Makantasis
Published in: Crossref, Issue 1, 2021, ISBN 978-1-6654-0021-3
Publisher: IEEE
DOI: 10.1109/aciiw52867.2021.9666328

Privileged Information for Modeling Affect In The Wild (opens in new window)

Author(s): Konstantinos Makantasis, David Melhart, Antonios Liapis, Georgios N. Yannakakis
Published in: 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), 2021, ISBN 978-1-6654-0019-0
Publisher: IEEE
DOI: 10.1109/acii52823.2021.9597417

Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery (opens in new window)

Author(s): Ioannis N. Tzortzis, Ioannis Rallis, Konstantinos Makantasis, Anastasios Doulamis, Nikolaos Doulamis, Athanasios Voulodimos
Published in: 29th IEEE International Conference on Image Processing (IEEE ICIP), 2022
Publisher: IEEE
DOI: 10.48550/arxiv.2207.02163

RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks (opens in new window)

Author(s): Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Published in: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference, 2022
Publisher: ACM
DOI: 10.48550/arxiv.2204.06901

Game State Learning via Game Scene Augmentation (opens in new window)

Author(s): Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Published in: Foundations of Digital Games, 2022
Publisher: ACM
DOI: 10.48550/arxiv.2207.01289

Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification (opens in new window)

Author(s): Konstantinos Makantasis, Athanasios Voulodimos, Anastasios Doulamis, Nikolaos Bakalos, Nikolaos Doulamis
Published in: 2020 25th International Conference on Pattern Recognition (ICPR), 2021, ISBN 978-1-7281-8808-9
Publisher: IEEE
DOI: 10.1109/icpr48806.2021.9412482

Supervised Contrastive Learning for Affect Modelling (opens in new window)

Author(s): Kosmas Pinitas, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Published in: 2022
Publisher: ACM
DOI: 10.48550/arxiv.2208.12238

Learning Task-Independent Game State Representations from Unlabeled Images (opens in new window)

Author(s): Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios Yannakakis
Published in: IEEE Conference on Games, 2022
Publisher: IEEE
DOI: 10.48550/arxiv.2206.06490

Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification (opens in new window)

Author(s): Konstantinos Makantasis, Alexandros Georgogiannis, Athanasios Voulodimos, Ioannis Georgoulas, Anastasios Doulamis, Nikolaos Doulamis
Published in: IEEE Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3072973

The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games (opens in new window)

Author(s): Konstantinos Makantasis, Antonios Liapis, Georgios Yannakakis
Published in: IEEE Transactions on Affective Computing, 2021, ISSN 1949-3045
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taffc.2021.3060877

Revisiting lp-constrained Softmax Loss: A Comprehensive Study (opens in new window)

Author(s): Chintan Trivedi, Konstantinos Makantasis, Antonios Liapis, Georgios N. Yannakakis
Published in: 2022
Publisher: Arxiv
DOI: 10.48550/arxiv.2206.09616

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