Automatic, Signal and image processing, Computer engineering
Human-Centered Artificial Intelligence focusing on Personalisation in Cyber-Physical-Social Systems (CPSS).
Learn more about my PhD research 👉 Here
Thesis title: Constructive Social Choice With Setwise Max-Margin (Preference Elicitation)
Learn more about the thesis 👉 Here
Bereket A. Yilma, Chan Mi Kim, Gerald C. Cupchik, Luis A. Leiva: Artful Path to Healing: Using Machine Learning for Visual Art Recommendation to Prevent and Reduce Post-Intensive Care Syndrome (PICS),
Conference: Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2024)
Bereket A. Yilma, Luis A. Leiva: Together Yet Apart: Multimodal Representation Learning for Personalised Visual Art Recommendation,
Conference: Proceedings of the ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2023)
DCA Lemarquis, Bereket A. Yilma, Luis A. Leiva: What can a swiped word tell us more? Demographic and behavioral correlates from shape-writing text entry,
Journal: Neural Computing and Applications (April 2023)
Bereket A. Yilma, Luis A. Leiva: The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings for Personalized Recommendation,
Conference: Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2023)
Bereket A. Yilma, Y. Naudet and H.Panetto.: Personalisation in Cyber-Physical-Social Systems: A Multi-stakeholder aware Recommendation and Guidance,
Conference: Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization. (UMAP 2021)
Bereket A. Yilma, Y. Naudet and H.Panetto.: Personalised Visual Art Recommendation by Learning Latent Semantic Representations,
Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP2020).
Bereket A. Yilma, Y. Naudet and H.Panetto.: Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review,
Journal: Computers in Industry Volume 129.
Conference: Proceedings of the 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM2021).
Bereket A. Yilma, Y. Naudet and H.Panetto.: A New Paradigm and Meta-Model for Cyber-Physical-Social Systems,
Conference: Proceedings of the 21st International Federation of Automatic Control World Congress, IFAC2020.
Bereket A. Yilma, Y. Naudet and H.Panetto.: A Meta-Model of Cyber-Physical-Social System: The CPSS paradigm to support Human-Machine collaboration in Industry 4.0,
Conference: Proceedings of the 20th IFIP WG5.5 Working Conference on Virtual Enterprises, PRO-VE 2019.
Bereket A. Yilma, Y. Naudet and H.Panetto.: Introduction to Personalisation in Cyber-Physical-Social Systems
Conference: Proceedings of the 14thOTM/IFAC/IFIP International Workshop on Enterprise Integration, Interoperability and Networking (EI2N 2018).
A Fadhil, G Schiavo, Y Wang, Bereket A. Yilma.: The effect of emojis when interacting with conversational interface assisted health coaching system
Conference: Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare 2018.
Winter Semester 2024:
Summer Semester 2024: Recommender Systems: an overview
Summer Semester 2024:
The 7th Summer School on Computational Interaction
Summer Semester 2023: Recommender Systems: an overview
Summer Semester 2023:
Winter Semester 2022: Recommender Systems: an overview
Winter Semester 2022:
Summer Semester 2022:
The 6th Summer School on Computational Interaction
Personalized adaptation in Cobotics with Deep Reinforcement Learning
Deep learning and clustering based recommendations
AffecTunes: Enhancing Music Recommendations Through Affective inference
NovelNarratives: Crafting Tailored Literary Journeys through Advanced Personalized Book Recommendations
Simulation of life on Titan
Precision in Personalization: A Constrained Optimization Approach to Personalized Content and Path Recommendations
Euro Cordiale 2.0: Optimizing User Interaction in a Custom Design Template for a Modern Website
Below, I post current openings that could be your next adventure. If you are interested to work with me in the intersection of Machine Learning and Human-Computer Interaction (HCI) feel free to send me an email: bereket [DOT] yilma AT_SYMBOL uni [DOT] lu