Marco Cremaschi

42 papers A 2C 1Misc 1Journal 9Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	How good are LLMs in disambiguating entities in tabular data? A comprehensive study. Data Knowl. Eng. Federico Belotti, Marco Cremaschi, Fabio D'Adda, Roberto Avogadro, Matteo Palmonari
2025	J	`jnl`	Decoding the mind: A RAG-LLM on ICD-11 for decision support in psychology. Expert Syst. Appl. Marco Cremaschi, Davide Ditolve, Cesare Curcio, Anna Panzeri, Andrea Spoto, Andrea Maurino
2025	A	`conf`	Harnessing Large Language Models for Efficient Crowd Management in Large-Scale Events. ECAI Blerina Spahiu, Marco Cremaschi, Andrea Maurino, Giuseppe Vizzari
2025	—	`conf`	MammoTab 25: A Large-Scale Dataset for Semantic Table Interpretation - Training, Testing, and Detecting Weaknesses. ISWC (2) Marco Cremaschi, Federico Belotti, Jennifer D'Souza, Matteo Palmonari
2025	—	`conf`	MiCare: An IoT-Based System for Real-Time Mental Health Monitoring and Early Disease Detection. SEBD Marco Cremaschi, Sara Nocco, Alessandra Agostini, Andrea Maurino
2025	—	`ed.`	Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024), Baltimore, USA, November 13, 2024. SemTab@ISWC Oktie Hassanzadeh, Nora Abdelmageed, Marco Cremaschi, Vincenzo Cutrona, Fabio D'Adda, Vasilis Efthymiou, Benno Kruit, Elita A. Lobo, Nandana Mihindukulasooriya, Nhan H. Pham
2025	—	`conf`	Results of SemTab 2025. OM@ISWC Oktie Hassanzadeh, Marco Cremaschi, Fabio D'Adda, Fidèl Jiomekong Azanzi, Jean Petit Bikim, Ernesto Jiménez-Ruiz
2024	C	`conf`	A Neural Network for Automatic Handwriting Extraction and Recognition in Psychodiagnostic Questionnaires. ICT4AWE Giulia Rosemary Avis, Fabio D'Adda, David Chieregato, Elia Guarnieri, Maria Meliante, Andrea Primo Pierotti, Marco Cremaschi
2024	J	`jnl`	Evaluating Language Models on Entity Disambiguation in Tables. CoRR Federico Belotti, Fabio D'Adda, Marco Cremaschi, Roberto Avogadro, Riccardo Pozzi, Matteo Palmonari
2024	J	`jnl`	Facing multidimensional poverty in older adults: An artificial intelligence approach that reveals the variable relevance. Intelligenza Artificiale Lorenzo Olearo, Fabio D'Adda, Enza Messina, Marco Cremaschi, Stefania Bandini, Francesca Gasparini
2024	J	`jnl`	Feature/vector entity retrieval and disambiguation techniques to create a supervised and unsupervised semantic table interpretation approach. Knowl. Based Syst. Roberto Avogadro, Fabio D'Adda, Marco Cremaschi
2024	J	`jnl`	Multilinguality and LLOD: A survey across linguistic description levels. Semantic Web Dagmar Gromann, Elena Simona Apostol, Christian Chiarcos, Marco Cremaschi, Jorge Gracia, Katerina Gkirtzou, Chaya Liebeskind, Liudmila Mockiene, Michael Rosner, Ineke Schuurman, Gilles Sérasset, Purificação Silvano, Blerina Spahiu, Ciprian-Octavian Truica, Andrius Utka, Giedre Valunaite Oleskeviciene
2024	J	`jnl`	Survey on Semantic Interpretation of Tabular Data: Challenges and Directions. CoRR Marco Cremaschi, Blerina Spahiu, Matteo Palmonari, Ernesto Jiménez-Ruiz
2023	—	`conf`	A Three Level Prediction of Multidimensional Poverty in Elderly. Ital-IA Fabio D'Adda, Marco Cremaschi, Enza Messina, Marco Terraneo, Stefania Bandini, Francesca Gasparini
2023	—	`conf`	An artificial intelligence approach to predict mutidimensional poverty of older people from unlabelled data. AIxAS@AI*IA Lorenzo Olearo, Fabio D'Adda, Vincenzina Messina, Marco Cremaschi, Stefania Bandini, Francesca Gasparini
2023	—	`conf`	An experimental protocol to access immersiveness in video games. AIxHMI@AI*IA Marika Malaspina, Jessica Amianto Barbato, Marco Cremaschi, Francesca Gasparini, Alessandra Grossi, Aurora Saibene
2023	J	`jnl`	An experimental protocol to access immersiveness in video games. CoRR Marika Malaspina, Jessica Amianto Barbato, Marco Cremaschi, Francesca Gasparini, Alessandra Grossi, Aurora Saibene
2023	—	`conf`	The Digitalisation of Reinforcement Learning and Token Economy in e-Health. HELMeTO Elia Guarnieri, Marco Cremaschi
2023	—	`conf`	Toward a Human-in-the-Loop Approach to Create Training Datasets for RDF Lexicalisation. IntelliSys (1) Jessica Amianto Barbato, Marco Cremaschi, Anisa Rula, Andrea Maurino
2022	—	`conf`	Artificial Intelligence facing Multidimensional Poverty in Elderly. AIxAS@AI*IA Stefania Bandini, Valeria Marina Borodi, David Chieregato, Marco Cremaschi, Federica D'Antico, Vincenzina Messina, Marco Terraneo, Laura Terzera, Francesca Gasparini
2022	—	`conf`	Bridging the gap between human-gaze data and table summarisation. AIxHMI@AI*IA Jessica Amianto Barbato, Marco Cremaschi
2022	—	`conf`	LamAPI: a comprehensive tool for string-based entity retrieval with type-base filters. OM@ISWC Roberto Avogadro, Marco Cremaschi, Fabio D'Adda, Flavio De Paoli, Matteo Palmonari
2022	—	`conf`	MammoTab: A Giant and Comprehensive Dataset for Semantic Table Interpretation. SemTab@ISWC Mattia Marzocchi, Marco Cremaschi, Riccardo Pozzi, Roberto Avogadro, Matteo Palmonari
2022	—	`conf`	What Really Matters in a Table? Insights from a User Study. WI/IAT Marco Cremaschi, Jessica Amianto Barbato, Anisa Rula, Matteo Palmonari, Rossana Actis-Grosso
2022	—	`conf`	s-elBat: A Semantic Interpretation Approach for Messy taBle-s. SemTab@ISWC Marco Cremaschi, Roberto Avogadro, David Chieregato
2021	Misc	`conf`	A Framework for Quality Assessment of Semantic Annotations of Tabular Data. ISWC Roberto Avogadro, Marco Cremaschi, Ernesto Jiménez-Ruiz, Anisa Rula
2021	—	`conf`	A geometrical deep learning model for the lexicalisation of "unseen" RDF triples. HPCC/DSS/SmartCity/DependSys Marco Cremaschi, Simone Saleri, Andrea Maurino
2021	—	`conf`	MantisTable V: A novel and efficient approach to Semantic Table Interpretation. SemTab@ISWC Roberto Avogadro, Marco Cremaschi
2020	J	`jnl`	A fully automated approach to a complete Semantic Table Interpretation. Future Gener. Comput. Syst. Marco Cremaschi, Flavio De Paoli, Anisa Rula, Blerina Spahiu
2020	—	`—`	Enabling tabular data understanding by humans and machines through semantic interpretation. Marco Cremaschi
2020	—	`conf`	MantisTable SE: an Efficient Approach for the Semantic Table Interpretation. SemTab@ISWC Marco Cremaschi, Roberto Avogadro, Andrea Barazzetti, David Chieregato
2020	—	`conf`	STILTool: A Semantic Table Interpretation evaLuation Tool. ESWC (Satellite Events) Marco Cremaschi, Alessandra Siano, Roberto Avogadro, Ernesto Jiménez-Ruiz, Andrea Maurino
2019	—	`conf`	MantisTable: A Tool for Creating Semantic Annotations on Tabular Data. ESWC (Satellite Events) Marco Cremaschi, Anisa Rula, Alessandra Siano, Flavio De Paoli
2019	—	`conf`	MantisTable: an Automatic Approach for the Semantic Table Interpretation. SemTab@ISWC Marco Cremaschi, Roberto Avogadro, David Chieregato
2019	—	`conf`	Semantic Table Interpretation Using MantisTable. OM@ISWC Marco Cremaschi, Anisa Rula, Alessandra Siano, Flavio De Paoli
2019	—	`conf`	Supporting Journalism by Combining Neural Language Generation and Knowledge Graphs. CLiC-it Marco Cremaschi, Federico Bianchi, Andrea Maurino, Andrea Primo Pierotti
2018	—	`conf`	A Practical Approach to Services Composition Through Light Semantic Descriptions. ESOCC Marco Cremaschi, Flavio De Paoli
2017	—	`conf`	Actively Learning to Rank Semantic Associations for Personalized Contextual Exploration of Knowledge Graphs. ESWC (1) Federico Bianchi, Matteo Palmonari, Marco Cremaschi, Elisabetta Fersini
2017	—	`conf`	Toward Automatic Semantic API Descriptions to Support Services Composition. ESOCC Marco Cremaschi, Flavio De Paoli
2016	A	`conf`	Enriching API Descriptions by Adding API Profiles Through Semantic Annotation. ICSOC Meherun Nesa Lucky, Marco Cremaschi, Barbara Lodigiani, Antonio Menolascina, Flavio De Paoli
2015	—	`conf`	DaCENA: Serendipitous News Reading with Data Contexts. ESWC (Satellite Events) Matteo Palmonari, Giorgio Uboldi, Marco Cremaschi, Daniele Ciminieri, Federico Bianchi
2013	—	`conf`	Bridging the Gap between Citizens and Local Administrations with Knowledge-Based Service Bundle Recommendations. DEXA Workshops Claudio Baldassarre, Marco Cremaschi, Matteo Palmonari