Daniele Malitesta

1. Do We Really Need to Drop Items with Missing Modalities in Multimodal Recommendation?
   2024/08/21 by Daniele Malitesta, Emanuele Rossi, Malitesta, Daniele +7 · 8 citations
   Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Topic Modeling
2. Dealing with Missing Modalities in Multimodal Recommendation: a Feature Propagation-based Approach
   2024/03/28 by Daniele Malitesta, Emanuele Rossi, Malitesta, Daniele +7 · 3 citations
   Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Advanced Text Analysis Techniques
3. On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven Analysis
   2023/08/24 by Daniele Malitesta, Giandomenico Cornacchia, Malitesta, Daniele +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Text and Document Classification Technologies
4. Ducho 2.0: Towards a More Up-to-Date Unified Framework for the Extraction of Multimodal Features in Recommendation
   2024/03/07 by Matteo Attimonelli, Danilo Danese, Attimonelli, Matteo +9 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Video Analysis and Summarization
5. A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph
   2024/08/21 by Daniele Malitesta, Malitesta, Daniele, Claudio Pomo +9 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
6. Uplift Modeling Under Limited Supervision
   2024/03/28 by George Panagopoulos, Daniele Malitesta, Panagopoulos, George +5 · 1 citation
   Health Professions · Neuroscience · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
7. Dot Product is All You Need: Bridging the Gap Between Item Recommendation and Link Prediction
   2024/09/11 by Daniele Malitesta, Malitesta, Daniele, Alberto Carlo Maria Mancino +5 · 1 citation
   Computer Science · Decision Sciences · #Data Mining Algorithms and Applications #Data Quality and Management #Advanced Text Analysis Techniques