@conference {180,
	title = {Cross-Domain Recommendations Using Attention and~Multitask Learning},
	booktitle = {Artificial Intelligence Applications and Innovations},
	year = {2025},
	publisher = {Springer Nature Switzerland},
	organization = {Springer Nature Switzerland},
	address = {Limassol},
	abstract = {In this study, we propose a novel deep learning method for cross-domain recommendations that effectively combines attention mechanisms, autoencoders, and multitask learning. Our approach leverages multiple datasets from diverse domains and incorporates domain-specific encoders, a shared self-attention mechanism, and a multilayer perceptron (MLP) to capture both intra-domain and inter-domain relationships. By jointly modeling these interactions, we improve recommendation accuracy across domains. Experimental results using the MovieLens dataset demonstrate that our proposed cross-domain recommendation system outperforms traditional approaches including matrix factorization, standard MLPs, and self-attention-based baselines.},
	isbn = {978-3-031-96228-8},
	doi = {https://doi.org/10.1007/978-3-031-96228-8_29},
	author = {Papachronopoulos, Gerasimos and Gkillas, Alexandros and Kosmopoulos, Dimitrios},
	editor = {Maglogiannis, Ilias and Iliadis, Lazaros and Andreou, Andreas and Papaleonidas, Antonios}
}
@article {36,
	title = {Artificial Intelligence Systems for the Characterization of Digital Images Containing Pigmented Skin Lesions: Applications in the Detection of Malignant Melanoma},
	journal = {Oncology Reports},
	volume = {15},
	year = {2006},
	pages = {1027-1032},
	author = {Maglogiannis, Ilias and D. Kosmopoulos}
}
@article {37,
	title = {Hand Tracking for Gesture Recognition Tasks using Dynamic Bayesian Network},
	journal = {International Journal of Intelligent Systems and Applications},
	volume = {1},
	year = {2006},
	pages = {359-375},
	author = {D. Kosmopoulos and Maglogiannis, Ilias}
}
@article {35,
	title = {A system for the acquisition of reproducible digital skin lesions images},
	journal = {Technology and Health Care},
	volume = {11},
	year = {2004},
	pages = {425{\textendash}441},
	keywords = {camera calibration, color constancy, image analysis, reproducible images, skin lesion inspection, telemedicine},
	issn = {0928-7329},
	author = {Maglogiannis, Ilias and Kosmopoulos, Dimitrios I.}
}
