Publications

Assimakopoulos F, Vassilakis C, Margaris D, Kotis K, Spiliotopoulos D.  2025.  AI and Related Technologies in the Fields of Smart Agriculture: A Review. Information. 16:100.

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Assimakopoulos F, Vassilakis C, Margaris D, Kotis K, Spiliotopoulos D.  2024.  Artificial Intelligence Tools for the Agriculture Value Chain: Status and Prospects. Electronics. 13:4362.

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Margaris D, Spiliotopoulos D, Vassilakis C.  2022.  Anchoring Effect Mitigation for Complex Recommender System Design. Proceedings of the 2022 HCI International Conference.

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Margaris D, Spiliotopoulos D, Karagiorgos G, Vassilakis C, Vasilopoulos D.  2021.  On Addressing the Low Rating Prediction Coverage in Sparse Datasets Using Virtual Ratings. SN Computer Science. 2:255.

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Margaris D, Spiliotopoulos D, Vassilakis C.  2021.  Augmenting Black Sheep Neighbour Importance for Enhancing Rating Prediction Accuracy in Collaborative Filtering. Applied Sciences. 11:8369.

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Margaris D, Kobusinska A, Spiliotopoulos D, Vassilakis C.  2020.  An Adaptive Social Network-Aware Collaborative Filtering Algorithm for Improved Rating Prediction Accuracy. IEEE Access. 8:68301–68310.

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Margaris D, Spiliotopoulos D, Karagiorgos G, Vassilakis C.  2020.  An Algorithm for Density Enrichment of Sparse Collaborative Filtering Datasets Using Robust Predictions as Derived Ratings. Algorithms. 13:174.

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Margaris D, Georgiadis P., Vassilakis C.  2013.  Adapting WS-BPEL scenario execution using collaborative filtering techniques. IEEE 7th International Conference on Research Challenges in Information Science (RCIS).

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