| 2025 | AIME | Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data. | Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale |
| 2025 | AIME | Exploiting LLMs for Supporting Conformance Checking on Medical Processes. | Giorgio Leonardi, Stefania Montani, Manuel Striani |
| 2023 | AIME | Improving Stroke Trace Classification Explainability Through Counterexamples. | Giorgio Leonardi, Stefania Montani, Manuel Striani |
| 2023 | KES | Applying the SIM Tool in Clinical Practice: a Case Study in Neonatal Resuscitation Simulation. | Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani |
| 2022 | ISMIS | AS-SIM: An Approach to Action-State Process Model Discovery. | Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani |
| 2020 | FlAIRS | Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis. | Giorgio Leonardi, Stefania Montani, Manuel Striani |
| 2020 | ICCBR | Process Trace Classification for Stroke Management Quality Assessment. | Giorgio Leonardi, Stefania Montani, Manuel Striani |
| 2019 | AIME | Deep Learning for Haemodialysis Time Series Classification. | Giorgio Leonardi, Stefania Montani, Manuel Striani |
| 2019 | ICCBR | Workshop preface. | Isabelle Bichindaritz, Stefania Montani |
| 2019 | ICCBR | Workshop preface. | Miltos Petridis, Mirjam Minor, Stefania Montani, Odd Erik Gundersen |
| 2017 | AIME | Multi-level Interactive Medical Process Mining. | Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani |
| 2017 | AIME | Knowledge-Based Trace Abstraction for Semantic Process Mining. | Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi |
| 2017 | FlAIRS | Recent Themes in Case-Based Reasoning and Knowledge Discovery. | Isabelle Bichindaritz, Cindy Marling, Stefania Montani |
| 2017 | ICCBR | Semantic Trace Comparison at Multiple Levels of Abstraction. | Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi |
| 2016 | ICCBR | A Context-aware Miner for Medical Processes. | Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani |
| 2015 | ICCBR | Trace Retrieval as a Tool for Operational Support in Medical Process Management. | Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani |
| 2015 | ICTAI | Mining the Log-Tree of Process Traces: Current Approach and Future Perspectives. | Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani |
| 2013 | DATA | Towards a Second Generation of Computer Interpretable Guidelines. | Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luigi Portinale, Daniele Theseider Dupr |
| 2013 | ICCBR | Mining and Retrieving Medical Processes to Assess the Quality of Care. | Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli |
| 2012 | BPM | Flexible and Efficient Retrieval of Haemodialysis Time Series. | Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani |
| 2012 | ICCBR | Retrieval and Clustering for Business Process Monitoring: Results and Improvements. | Stefania Montani, Giorgio Leonardi |
| 2011 | BPM | Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge. | Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Paolo Terenziani |
| 2011 | ICTAI | Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria. | Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco |
| 2010 | ICCBR | Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. | Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani |
| 2009 | AIME | Modeling Clinical Guidelines through Petri Nets. | Marco Beccuti, Alessio Bottrighi, Giuliana Franceschinis, Stefania Montani, Paolo Terenziani |
| 2009 | AIME | A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance. | Alessio Bottrighi, Federico Chesani, Paola Mello, Gianpaolo Molino, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani, Mauro Torchio |
| 2009 | AIME | Analysis of the GLARE and GPROVE Approaches to Clinical Guidelines. | Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani |
| 2009 | ICCBR | Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features. | Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale, Paolo Terenziani |
| 2009 | ICTAI | Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases. | Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale |
| 2008 | ICTAI | A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. | Luigi Portinale, Stefania Montani |
| 2007 | UAI | Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool. | Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri, Stefania Montani |
| 2006 | AMIA | Clinical Guidelines Contextualization in GLARE. | Alessio Bottrighi, Paolo Terenziani, Stefania Montani, Mauro Torchio, Gianpaolo Molino |
| 2006 | AMIA | Model Checking for Clinical Guidelines: an Agent-based Approach. | Laura Giordano, Paolo Terenziani, Alessio Bottrighi, Stefania Montani, Loredana Donzella |
| 2006 | AMIA | GLARE: a Domain-Independent System for Acquiring, Representing and Executing Clinical Guidelines. | Gianpaolo Molino, Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio |
| 2006 | AMIA | Advanced treatment of temporal phenomena in clinical guidelines. | Paolo Terenziani, Luca Anselma, Alessio Bottrighi, Stefania Montani |
| 2006 | ICTAI | A Case-Based Architecture for Temporal Abstraction Configuration and Processing. | Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Jos M. Jurez |
| 2005 | AIME | Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines. | Stefania Montani, Paolo Terenziani, Alessio Bottrighi |
| 2005 | AIME | Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues. | Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio |
| 2005 | ICCBR | Case Based Representation and Retrieval with Time Dependent Features. | Stefania Montani, Luigi Portinale |
| 2004 | ECAI | Mapping Clinical Guidelines Representation Primitives to Decision Theory Concepts. | Stefania Montani, Paolo Terenziani |
| 2003 | AMIA | Temporal Consistency Checking in Clinical Guidelines Acquisition and Execution: the GLARE's Approach. | Paolo Terenziani, Stefania Montani, Mauro Torchio, Gianpaolo Molino, Luca Anselma |
| 2003 | UAI | Parametric Dependability Analysis through Probabilistic Horn Abduction. | Andrea Bobbio, Stefania Montani, Luigi Portinale |
| 2002 | AMIA | Supporting physicians in taking decisions in clinical guidelines: the GLARE "what if" facility. | Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino |
| 2002 | TIME | Towards a Comprehensive Treatment of Temporal Constraints in Clinical Guidelines. | Paolo Terenziani, Carlo Carlini, Stefania Montani |
| 2001 | AIME | Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. | Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi |
| 2001 | AMIA | Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web. | Riccardo Bellazzi, Stefania Montani, M. Arcelloni, Pasquale De Cata, Carmine Gazzaruso, R. Giacchero, Pietro Fratino |
| 2000 | AMIA | Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study. | Stefania Montani, Riccardo Bellazzi |
| 2000 | ECAI | Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. | Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli |
| 1999 | AMIA | Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients. | Stefania Montani, Riccardo Bellazzi |
| 1999 | ICCBR | Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. | Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva |
| 1998 | AMIA | A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure. | Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, A. Monteforte, Mario Stefanelli |