Selected Publications

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Author Title Type [ Year(Asc)]
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2025
G. Papachronopoulos, Gkillas, A., and Kosmopoulos, D., “Cross-Domain Recommendations Using Attention and Multitask Learning”, in Artificial Intelligence Applications and Innovations, Limassol, 2025.PDF icon AIAI_2025_recomm.pdf (618.41 KB)
A. Gkillas and Kosmopoulos, D., “A cross-domain recommender system using deep coupled autoencoders”, ACM Transactions on Recommender Systems, 2025.PDF icon ACM_TORS.pdf (2.15 MB)
2023
A. Gkillas, Kosmopoulos, D., and Berberidis, K., “Cost-efficient coupled learning methods for recovering near-infrared information from RGB signals: Application in precision agriculture”, Computers and Electronics in Agriculture, vol. 209, no. 107833, 2023.PDF icon NIR-COMPELAG-2023.pdf (3.97 MB)
2022
P. S. Georgantopoulos, Papadimitriou, D., Constantinopoulos, C., Manios, T., Daliakopoulos, I. N., and Kosmopoulos, D., “A Multispectral Dataset for the Detection of Tuta absoluta and Leveillula taurica in Tomato Plants”, Smart Agricultural Technology, p. 100146, 2022.PDF icon ATECH_2022.pdf (386.37 KB)
2021
A. Gkillas and Kosmopoulos, D., “A cross-domain recommender system using deep coupled autoencoders”, arXiv:2112.07617v1 [cs.IR] vol., 2021.PDF icon 2112.07617.pdf (479.7 KB)
A. Gkillas, Kosmopoulos, D., Constantinopoulos, C., Ampeliotis, D., and Berberidis, K., “A Method for Recovering Near Infrared Information from RGB Measurements with Application in Precision Agriculture”, European Signal Processing Conference. IEEE, pp. 616-620, 2021.PDF icon Eusipco2021.pdf (1.66 MB)
2011
T. Perperis, Giannakopoulos, T., Makris, A., Kosmopoulos, D., Tsekeridou, S., Perantonis, S. J., and Theodoridis, S., “Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies”, Expert Systems with Applications, vol. 38, no. 11, pp. 14102 - 14116, 2011.PDF icon eswa11.pdf (819.99 KB)
A. Voulodimos, Kosmopoulos, D., Veres, G., Grabner, H., Van Gool, L., and Varvarigou, T. A., “Online classification of visual tasks for industrial workflow monitoring”, Neural Networks, vol. 24, no. 8, pp. 852–860, 2011.PDF icon nn10.pdf (2.02 MB)
2010
T. Giannakopoulos, Makris, A., Kosmopoulos, D. I., Perantonis, S. J., and Theodoridis, S., “Audio-Visual Fusion for Detecting Violent Scenes in Videos”, in Artificial Intelligence: Theories, Models and Applications, 6th Hellenic Conference on AI, SETN 2010, Athens, Greece, May 4-7, 2010. Proceedings, 2010.PDF icon setn2010.pdf (254.42 KB)
A. Voulodimos, Grabner, H., Kosmopoulos, D., Van Gool, L., and Varvarigou, T. A., “Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models”, International Conference on Artificial Neural Networks, vol. 1. pp. 551-560, 2010.

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