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@article{DBLP:journals/taffco/MakantasisPLY24,
  author       = {Konstantinos Makantasis and
                  Kosmas Pinitas and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {From the Lab to the Wild: Affect Modeling Via Privileged Information},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {15},
  number       = {2},
  pages        = {380--392},
  year         = {2024},
  url          = {https://doi.org/10.1109/TAFFC.2023.3265072},
  doi          = {10.1109/TAFFC.2023.3265072},
  timestamp    = {Tue, 18 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/MakantasisPLY24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2407-12787,
  author       = {Matthew Barthet and
                  Maria Kaselimi and
                  Kosmas Pinitas and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {GameVibe: {A} Multimodal Affective Game Corpus},
  journal      = {CoRR},
  volume       = {abs/2407.12787},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.12787},
  doi          = {10.48550/ARXIV.2407.12787},
  eprinttype    = {arXiv},
  eprint       = {2407.12787},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-12787.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2409-13002,
  author       = {Kosmas Pinitas and
                  Konstantinos Makantasis and
                  Georgios N. Yannakakis},
  title        = {Across-Game Engagement Modelling via Few-Shot Learning},
  journal      = {CoRR},
  volume       = {abs/2409.13002},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2409.13002},
  doi          = {10.48550/ARXIV.2409.13002},
  eprinttype    = {arXiv},
  eprint       = {2409.13002},
  timestamp    = {Thu, 17 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2409-13002.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/acii/BarthetTPXMLY23,
  author       = {Matthew Barthet and
                  Chintan Trivedi and
                  Kosmas Pinitas and
                  Emmanouil Xylakis and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {Knowing Your Annotator: Rapidly Testing the Reliability of Affect
                  Annotation},
  booktitle    = {11th International Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2023 - Workshops and Demos, Cambridge, MA, USA,
                  September 10-13, 2023},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACIIW59127.2023.10388103},
  doi          = {10.1109/ACIIW59127.2023.10388103},
  timestamp    = {Wed, 31 Jan 2024 20:36:45 +0100},
  biburl       = {https://dblp.org/rec/conf/acii/BarthetTPXMLY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icmi/PinitasRTBMLY23,
  author       = {Kosmas Pinitas and
                  David Renaudie and
                  Mike Thomsen and
                  Matthew Barthet and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  editor       = {Elisabeth Andr{\'{e}} and
                  Mohamed Chetouani and
                  Dominique Vaufreydaz and
                  Gale M. Lucas and
                  Tanja Schultz and
                  Louis{-}Philippe Morency and
                  Alessandro Vinciarelli},
  title        = {Predicting Player Engagement in Tom Clancy's The Division 2: {A} Multimodal
                  Approach via Pixels and Gamepad Actions},
  booktitle    = {Proceedings of the 25th International Conference on Multimodal Interaction,
                  {ICMI} 2023, Paris, France, October 9-13, 2023},
  pages        = {488--497},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3577190.3614203},
  doi          = {10.1145/3577190.3614203},
  timestamp    = {Mon, 05 Feb 2024 20:29:19 +0100},
  biburl       = {https://dblp.org/rec/conf/icmi/PinitasRTBMLY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2305-10919,
  author       = {Konstantinos Makantasis and
                  Kosmas Pinitas and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {From the Lab to the Wild: Affect Modeling via Privileged Information},
  journal      = {CoRR},
  volume       = {abs/2305.10919},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.10919},
  doi          = {10.48550/ARXIV.2305.10919},
  eprinttype    = {arXiv},
  eprint       = {2305.10919},
  timestamp    = {Thu, 25 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-10919.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2308-16029,
  author       = {Matthew Barthet and
                  Chintan Trivedi and
                  Kosmas Pinitas and
                  Emmanouil Xylakis and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {Knowing Your Annotator: Rapidly Testing the Reliability of Affect
                  Annotation},
  journal      = {CoRR},
  volume       = {abs/2308.16029},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.16029},
  doi          = {10.48550/ARXIV.2308.16029},
  eprinttype    = {arXiv},
  eprint       = {2308.16029},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-16029.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-06136,
  author       = {Kosmas Pinitas and
                  David Renaudie and
                  Mike Thomsen and
                  Matthew Barthet and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {Predicting Player Engagement in Tom Clancy's The Division 2: {A} Multimodal
                  Approach via Pixels and Gamepad Actions},
  journal      = {CoRR},
  volume       = {abs/2310.06136},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.06136},
  doi          = {10.48550/ARXIV.2310.06136},
  eprinttype    = {arXiv},
  eprint       = {2310.06136},
  timestamp    = {Tue, 24 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-06136.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/acii/MakantasisPLY22,
  author       = {Konstantinos Makantasis and
                  Kosmas Pinitas and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {The Invariant Ground Truth of Affect},
  booktitle    = {10th International Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2022 - Workshops and Demos, Nara, Japan, October
                  17-21, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACIIW57231.2022.10085992},
  doi          = {10.1109/ACIIW57231.2022.10085992},
  timestamp    = {Sat, 22 Apr 2023 15:12:41 +0200},
  biburl       = {https://dblp.org/rec/conf/acii/MakantasisPLY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/gecco/PinitasMLY22,
  author       = {Kosmas Pinitas and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  editor       = {Jonathan E. Fieldsend and
                  Markus Wagner},
  title        = {RankNEAT: outperforming stochastic gradient search in preference learning
                  tasks},
  booktitle    = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Boston,
                  Massachusetts, USA, July 9 - 13, 2022},
  pages        = {1084--1092},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3512290.3528744},
  doi          = {10.1145/3512290.3528744},
  timestamp    = {Tue, 12 Jul 2022 15:09:18 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/PinitasMLY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icmi/PinitasMLY22,
  author       = {Kosmas Pinitas and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  editor       = {Raj Tumuluri and
                  Nicu Sebe and
                  Gopal Pingali and
                  Dinesh Babu Jayagopi and
                  Abhinav Dhall and
                  Richa Singh and
                  Lisa Anthony and
                  Albert Ali Salah},
  title        = {Supervised Contrastive Learning for Affect Modelling},
  booktitle    = {International Conference on Multimodal Interaction, {ICMI} 2022, Bengaluru,
                  India, November 7-11, 2022},
  pages        = {531--539},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3536221.3556584},
  doi          = {10.1145/3536221.3556584},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmi/PinitasMLY22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2204-06901,
  author       = {Kosmas Pinitas and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning
                  Tasks},
  journal      = {CoRR},
  volume       = {abs/2204.06901},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.06901},
  doi          = {10.48550/ARXIV.2204.06901},
  eprinttype    = {arXiv},
  eprint       = {2204.06901},
  timestamp    = {Tue, 19 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-06901.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2208-12238,
  author       = {Kosmas Pinitas and
                  Konstantinos Makantasis and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {Supervised Contrastive Learning for Affect Modelling},
  journal      = {CoRR},
  volume       = {abs/2208.12238},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.12238},
  doi          = {10.48550/ARXIV.2208.12238},
  eprinttype    = {arXiv},
  eprint       = {2208.12238},
  timestamp    = {Tue, 30 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-12238.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2210-07630,
  author       = {Konstantinos Makantasis and
                  Kosmas Pinitas and
                  Antonios Liapis and
                  Georgios N. Yannakakis},
  title        = {The Invariant Ground Truth of Affect},
  journal      = {CoRR},
  volume       = {abs/2210.07630},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.07630},
  doi          = {10.48550/ARXIV.2210.07630},
  eprinttype    = {arXiv},
  eprint       = {2210.07630},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-07630.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2110-13611,
  author       = {Kosmas Pinitas and
                  Spyridon Chavlis and
                  Panayiota Poirazi},
  title        = {Dendritic Self-Organizing Maps for Continual Learning},
  journal      = {CoRR},
  volume       = {abs/2110.13611},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.13611},
  eprinttype    = {arXiv},
  eprint       = {2110.13611},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-13611.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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