TAMED Publications

Journal Publications (peer reviewed)

  1. Makantasis K., Pinitas K., Liapis A. & Yannakakis G. "From the Lab to the Wild: Affect Modeling via Privileged Information." Under revision for publication in IEEE Transactions on Affective Computing (2022)

  2. Makantasis K., Georgogiannis A., Voulodimos A., Georgoulas I., Doulamis A. & Doulamis N. "Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification." IEEE Access (2021), 1-12 [pdf]

  3. Makantasis K., Liapis A. & Yannakakis G. "The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games." IEEE Transactions on Affective Computing (2021), 1-14 [pdf]

Conference Publications (peer reviewed)

  1. Tzortzis I., Rallis I., Makantasis K., Doulamis A., Doulamis N. & Voulodimos A. "Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery." International Conference on Image Processing (ICIP 2022)

  2. Trivedi C., Makantasis K., Liapis A., & Yannakakis G. "Game State Learning via Game Scene Augmentation." Foundations of Digital Games (FDG 2022) [pdf]

  3. Trivedi C., Makantasis K., Liapis A., & Yannakakis G. "Learning Task-Independent Game State Representations from Unlabeled Images." International Conference on Games (CoG 2022) [pdf]

  4. Pinitas K., Makantasis K., Liapis A., & Yannakakis G. "RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks." Genetic and Evolutionary Computation Conference (GECCO 2022) [pdf]

  5. Makantasis K., Melhart D., Liapis A., & Yannakakis G. "Privileged Information for Modeling Affect In The Wild." 9th International Conference on Affective Computing and Intelligent Interaction (ACII 2021) [pdf]

  6. Makantasis K. "AffRankNet+: Ranking Affect Using Privileged Information." 9th International Conference on Affective Computing and Intelligent Interaction - Workshops and Demos (ACIIW 2021) [pdf]

  7. Makantasis K., Voulodimos A., Doullamis A., Bakalos N., & Doulamis N. "Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification." 25th International Conference on Pattern Recognition, 2020 (ICPR 2020) [pdf]

Reports

  1. Trivedi C., Makantasis K., Liapis A., & Yannakakis G. "Revisiting lp-constrained Softmax Loss: A Comprehensive Study." [pdf]