| 2026 | AIME | Logic-Guided Interpretable Hospital Readmission Risk Modeling Using Italian Administrative Healthcare Data. | Marina Andric, Gianluca Apriceno, Kevin Gelmini, Mauro Dragoni |
| 2026 | AIME | Evaluating Temporal Clinical Reasoning and Audience-Tailored Explanations in Large Language Models. | Gianluca Apriceno, Tania Bailoni, Mauro Dragoni |
| 2026 | AIME | Clinical Deployability: A Socio-technical Construct for Evaluating Real-World Readiness of Medical AI. | Federico Cabitza, Mauro Dragoni |
| 2026 | AIME | How Do LLMs Handle Conflict in Healthcare? Hierarchy, Collaboration Defaults, and Autonomy. | Saba Ghanbari Haez, Claudio Giuliano, Renan Lirio de Souza, Mauro Dragoni |
| 2026 | AIME | Seeing the Wood for the Trees: Rethinking AI Ethics Beyond Anthropocentrism. | Bianca Lerma, Gianluca Apriceno, Mauro Dragoni |
| 2026 | AIME | Assessing Mental Health Therapeutic Capacity in AI Agents. | Piergiorgio Maruotti, Mattia Rampazzo, Sergio Muoz, Mauro Dragoni, Patrizio Bellan |
| 2026 | AIME | MAESTRO: a Framework for Trustworthy Integration of LLMs in Psychological Digital Interventions. | Leonardo Sanna, Mattia Franzin, Simone De Carli, Marco Bolpagni, Simone Casazza, Silvia Rizzi, Claudio Eccher, Mauro Dragoni |
| 2026 | AIME | Flow Builder: No-Code Conversation Design Tool for Digital Therapeutics in Psychology. | Leonardo Sanna, Mattia Franzin, Mauro Dragoni, Claudio Eccher |
| 2026 | AIME | LLM-as-a-Judge for Evaluating the Quality of Retrieval-Augmented Generation Systems. | Leonardo Sanna, Erica Solinas, Mauro Dragoni |
| 2026 | AIME | STRAGMED: Standardizing Retrieval-Augmented Generation Pipelines in Medical Domains. | Leonardo Sanna, Esin Ezgi Yildiz, Mauro Dragoni |
| 2025 | AIME | Exploring Large Language Model Reasoning Capabilities Over Personal Health Data. | Gianluca Apriceno, Tania Bailoni, Mauro Dragoni |
| 2025 | AIME | A Trustworthy Evolutionary Fuzzy Neural Network Framework for Maternal Health Risk Classification. | Gianluca Apriceno, Marina Segala, Giovanni Valer, Nicola Muraro, Vincenzo Netti, Paulo Vitor de Campos Souza, Mauro Dragoni |
| 2025 | AIME | Leveraging Multi-agent Systems for Domain-Pertinence Query Classification in Informative Chatbots. | Patrizio Bellan, Saba Ghanbari Haez, Leonardo Sanna, Simone Magnolini, Mauro Dragoni |
| 2025 | AIME | Role-Play Large Language Models for Short Behavior Change Interventions: An Exploratory Study on Brief Action Planning. | Marco Bolpagni, Simone De Carli, Leonardo Sanna, Silvia Gabrielli, Mauro Dragoni |
| 2025 | AIME | FaST: A Tool for Vignette-Based Factorial Survey Management. | Monica Consolandi, Jacopo Bennati, Alberto Cucino, Mauro Dragoni |
| 2025 | AIME | DigiTher : An Open AI-Based Platform for Digital Therapeutics Intervention. | Claudio Eccher, Andrea Zorzi, Tania Bailoni, Stefania Poggianella, Mauro Dragoni |
| 2025 | AIME | LLM-Enriched Finite-State Chatbots for Mental Health Support: A Case Study on Self-Help+. | Leonardo Sanna, Marco Bolpagni, Valentina Fietta, Giorgia Gavioli, Mattia Franzin, Mauro Dragoni, Silvia Gabrielli |
| 2025 | ECAI | VALISE: A Virtual Agent Laboratory for Instruction-Following Simulation and Evaluation of LLM-Powered Digital Health Interventions. | Marco Bolpagni, Simone De Carli, Leonardo Sanna, Mauro Dragoni, Silvia Gabrielli |
| 2025 | EMNLP | Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in LLMs Through Structured Narrative Scenarios. | Saba Ghanbari Haez, Mauro Dragoni |
| 2024 | AIME | Anticipating Stress: Harnessing Biomarker Signals from a Wrist-Worn Device for Early Prediction. | Marina Andric, Mauro Dragoni, Francesco Ricci |
| 2024 | AIME | A Retrieval-Augmented Generation Strategy to Enhance Medical Chatbot Reliability. | Saba Ghanbari Haez, Marina Segala, Patrizio Bellan, Simone Magnolini, Leonardo Sanna, Monica Consolandi, Mauro Dragoni |
| 2024 | AIME | Fuzzy Neural Network Model Based on Uni-Nullneuron in Extracting Knowledge About Risk Factors of Maternal Health. | Paulo Vitor de Campos Souza, Mauro Dragoni |
| 2024 | ECAI | Compromises in Dialogical Argumentation: Aggregated Policies for Biparty Decision Theory. | Ivan Donadello, Renan Lirio de Souza, Anthony Hunter, Mauro Dragoni |
| 2024 | ECAI | Development of an Interpretable Uni-Null Neuron-Based Evolving Fuzzy Neural Network for Age Group Identification in Respondents with Diabetes. | Paulo Vitor de Campos Souza, Mauro Dragoni |
| 2024 | EKAW | Validating a Functional Status Knowledge Graph in a Large-Scale Living Lab. | Mauro Dragoni, Gianluca Apriceno, Tania Bailoni |
| 2024 | ICANN | OFNN-UNI: Enhanced Optimized Fuzzy Neural Networks Based on Unineurons for Advanced Sepsis Classification. | Paulo Vitor de Campos Souza, Mauro Dragoni |
| 2024 | NeSy | Enhancing Logical Tensor Networks: Integrating Uninorm-Based Fuzzy Operators for Complex Reasoning. | Paulo Vitor de Campos Souza, Gianluca Apriceno, Mauro Dragoni |
| 2024 | NLDB | PET Annotation Visualizer: A Tool to Visualize the Process Model Extraction from Text (PET) Dataset. | Patrizio Bellan, Mauro Dragoni |
| 2024 | SAC | Process Knowledge Extraction and Knowledge Graph Construction Through Prompting: A Quantitative Analysis. | Patrizio Bellan, Mauro Dragoni, Chiara Ghidini |
| 2022 | AAAI | Machine Learning for Utility Prediction in Argument-Based Computational Persuasion. | Ivan Donadello, Anthony Hunter, Stefano Teso, Mauro Dragoni |
| 2022 | BPM | PET: An Annotated Dataset for Process Extraction from Natural Language Text Tasks. | Patrizio Bellan, Han van der Aa, Mauro Dragoni, Chiara Ghidini, Simone Paolo Ponzetto |
| 2022 | EDOC | Extracting Business Process Entities and Relations from Text Using Pre-trained Language Models and In-Context Learning. | Patrizio Bellan, Mauro Dragoni, Chiara Ghidini |
| 2022 | EKAW | Experiment Maker: A Tool to Create Experiments with GPT-3 Easily. | Patrizio Bellan, Mauro Dragoni, Chiara Ghidini |
| 2021 | AIME | Explanations in Digital Health: The Case of Supporting People Lifestyles. | Milene Santos Teixeira, Ivan Donadello, Mauro Dragoni |
| 2021 | BPM | Towards the Application of Process Mining for Supporting the Home Hospitalization Service. | Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis |
| 2021 | CBMS | Towards Semantic-Awareness for Information Management and Planning in Health Dialogues. | Milene Santos Teixeira, Vincius Maran, Mauro Dragoni |
| 2021 | IJCAI | An Ontology-Based Coaching Solution for Increasing Self-Awareness of Own Functional Status. | Mauro Dragoni, Tania Bailoni, Jean-Claude Martin, Helena Lindgren, Esteban Guerrero Rosero |
| 2021 | SAC | The interplay of a conversational ontology and AI planning for health dialogue management. | Milene Santos Teixeira, Vincius Maran, Mauro Dragoni |
| 2020 | LREC | MTSI-BERT: A Session-aware Knowledge-based Conversational Agent. | Matteo Antonio Senese, Giuseppe Rizzo, Mauro Dragoni, Maurizio Morisio |
| 2020 | PRIMA | A Goal-Based Framework for Supporting Medical Assistance: The Case of Chronic Diseases. | Milene Santos Teixeira, Clia da Costa Pereira, Mauro Dragoni |
| 2020 | SAC | Explaining reasoning algorithms with persuasiveness: a case study for a behavioural change system. | Ivan Donadello, Mauro Dragoni, Claudio Eccher |
| 2019 | ICIAP | Ontology-Driven Food Category Classification in Images. | Ivan Donadello, Mauro Dragoni |
| 2019 | SAC | Evaluating neural word embeddings created from online course reviews for sentiment analysis. | Danilo Dess, Mauro Dragoni, Gianni Fenu, Mirko Marras, Diego Reforgiato Recupero |
| 2018 | SAC | Computational advertising in social networks: an opinion mining-based approach. | Mauro Dragoni |
| 2017 | SAC | A semantic-enabled platform for supporting healthy lifestyles. | Mauro Dragoni, Tania Bailoni, Claudio Eccher, Marco Guerini, Rosa Maimone |
| 2017 | SAC | A semantic federated search engine for domain-specific document retrieval. | Mauro Dragoni, Andi Rexha, Hermann Ziak, Roman Kern |
| 2016 | IJCAI | SMACk: An Argumentation Framework for Opinion Mining. | Mauro Dragoni, Clia da Costa Pereira, Andrea G. B. Tettamanzi, Serena Villata |
| 2016 | LREC | DRANZIERA: An Evaluation Protocol For Multi-Domain Opinion Mining. | Mauro Dragoni, Andrea Tettamanzi, Clia da Costa Pereira |
| 2016 | NLDB | ESSOT: An Expert Supporting System for Ontology Translation. | Mihael Arcan, Mauro Dragoni, Paul Buitelaar |
| 2016 | NLDB | An Information Retrieval Based Approach for Multilingual Ontology Matching. | Andi Rexha, Mauro Dragoni, Roman Kern, Mark Krll |
| 2015 | BPM | Collaborative Subject-oriented Workplace Re-design. | Chiara Di Francescomarino, Mauro Dragoni, Chiara Ghidini, Richard Heininger, Udo Kannengiesser, Matthias Neubauer |
| 2015 | SAC | Exploiting multilinguality for creating mappings between thesauri. | Mauro Dragoni |
| 2014 | LREC | A Gold Standard for CLIR evaluation in the Organic Agriculture Domain. | Alessio Bosca, Matteo Casu, Mauro Dragoni, Nikolaos Marianos |
| 2014 | LREC | Modeling, Managing, Exposing, and Linking Ontologies with a Wiki-based Tool. | Mauro Dragoni, Alessio Bosca, Matteo Casu, Andi Rexha |
| 2013 | ICSOC | Modeling and Monitoring Business Process Execution. | Piergiorgio Bertoli, Mauro Dragoni, Chiara Ghidini, Emanuele Martufi, Michele Nori, Marco Pistore, Chiara Di Francescomarino |
| 2012 | CaiSE | Ontology Evolution with Semantic Wikis. | Mauro Dragoni, Chiara Ghidini |
| 2011 | ISDA | SimBa-2: Improving a novel similarity-based crossover for the evolution of artificial neural networks. | Antonia Azzini, Andrea Tettamanzi, Mauro Dragoni |
| 2010 | PPSN | A Novel Similarity-Based Crossover for Artificial Neural Network Evolution. | Mauro Dragoni, Antonia Azzini, Andrea Tettamanzi |
| 2009 | ECIR | Multidimensional Relevance: A New Aggregation Criterion. | Clia da Costa Pereira, Mauro Dragoni, Gabriella Pasi |
| 2008 | HIS | Evolving Neural Networks for Word Sense Disambiguation. | Antonia Azzini, Clia da Costa Pereira, Mauro Dragoni, Andrea Tettamanzi |
| 2007 | GECCO | Evolutionary algorithms for reasoning in fuzzy description logics with fuzzy quantifiers. | Mauro Dragoni, Andrea Tettamanzi |