RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. - Stefania Montani; Luigi Portinale; Riccardo Bellazzi; Giorgio Leonardi (ECCBR, 2004)

Case Retrieval with Time Series Features. - Stefania Montani; Luigi Portinale; Riccardo Bellazzi; Giorgio Leonardi (Intelligenza Artificiale, 2005)

A Case-Based Architecture for Temporal Abstraction Configuration and Processing. - Luigi Portinale; Stefania Montani; Alessio Bottrighi; Giorgio Leonardi; José M. Juárez (ICTAI, 2006)

Case-based retrieval to support the treatment of end stage renal failure patients. - Stefania Montani; Luigi Portinale; Giorgio Leonardi; Riccardo Bellazzi; Roberto Bellazzi (Artif. Intell. Medicine, 2006)

Interacting Agents for the Risk Assessment of Allergies in Newborn Babies. - Giorgio Leonardi; Silvana Quaglini; Mara de Amici; Mario Stefanelli; Cristina Torre; Giorgio Ciprandi (AIME, 2007)

Interacting agents through a web-based health serviceflow management system. - Giorgio Leonardi; Silvia Panzarasa; Silvana Quaglini; Mario Stefanelli; Wil M. P. van der Aalst (J. Biomed. Informatics, 2007)

Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR. - Giorgio Leonardi; Alessio Bottrighi; Stefania Montani; Luigi Portinale (ICDM (Posters and Workshops), 2008)

Process Mining Techniques: an Application to Stroke Care. - Ronny Mans; Helen Schonenberg; Giorgio Leonardi; Silvia Panzarasa; Anna Cavallini; Silvana Quaglini; Wil M. P. van der Aalst (MIE, 2008)

Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features. - Stefania Montani; Alessio Bottrighi; Giorgio Leonardi; Luigi Portinale; Paolo Terenziani (ICCBR, 2009)

Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases. - Alessio Bottrighi; Giorgio Leonardi; Stefania Montani; Luigi Portinale (ICTAI, 2009)

A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. - Stefania Montani; Alessio Bottrighi; Giorgio Leonardi; Luigi Portinale (Comput. Intell., 2009)

Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. - Alessio Bottrighi; Giorgio Leonardi; Stefania Montani; Luigi Portinale; Paolo Terenziani (ICCBR, 2010)

Flexible Genome Retrieval for Supporting In-Silico Studies of Endobacteria-AMFs. - Stefania Montani; Giorgio Leonardi; Stefano Ghignone; Luisa Lanfranco (E-HEALTH, 2010)

A Case-Based Approach to Business Process Monitoring. - Stefania Montani; Giorgio Leonardi (IFIP AI, 2010)

Reasoning with Effects of Clinical Guideline Actions Using OWL: AL Amyloidosis as a Case Study. - Mor Peleg; Samson W. Tu; Giorgio Leonardi; Silvana Quaglini; Paola Russo; Giovanni Palladini; Giampaolo Merlini (KR4HC, 2011)

Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria. - Stefania Montani; Giorgio Leonardi; Stefano Ghignone; Luisa Lanfranco (ICTAI, 2011)

Ontology-Based Automatic Generation of Computerized Cognitive Exercises. - Giorgio Leonardi; Silvia Panzarasa; Silvana Quaglini (MIE, 2011)

A Modular Database Architecture Enabled to Comparative Sequence Analysis. - Paola Bonfante; Francesca Cordero; Stefano Ghignone; Dino Ienco; Luisa Lanfranco; Giorgio Leonardi; Rosa Meo; Stefania Montani; Luca Roversi; Alessia Visconti (Trans. Large Scale Data Knowl. Centered Syst., 2011)

Exceptions Handling within GLARE Clinical Guideline Framework. - Giorgio Leonardi; Alessio Bottrighi; Gabriele Galliani; Paolo Terenziani; Antonio Messina; Francesco Della Corte (AMIA, 2012)

Flexible and Efficient Retrieval of Haemodialysis Time Series. - Stefania Montani; Giorgio Leonardi; Alessio Bottrighi; Luigi Portinale; Paolo Terenziani (ProHealth/KR4HC, 2012)

Retrieval and Clustering for Business Process Monitoring: Results and Improvements. - Stefania Montani; Giorgio Leonardi (ICCBR, 2012)

Improving Process Model Retrieval by Accounting for Gateway Nodes: an Ongoing Work. - Stefania Montani; Giorgio Leonardi; Silvana Quaglini; Alessandro Baudi (AIBP@AI*IA, 2013)

Mining and Retrieving Medical Processes to Assess the Quality of Care. - Stefania Montani; Giorgio Leonardi; Silvana Quaglini; Anna Cavallini; Giuseppe Micieli (ICCBR, 2013)

Flexible case-based retrieval for comparative genomics. - Stefania Montani; Giorgio Leonardi; Stefano Ghignone; Luisa Lanfranco (Appl. Intell., 2013)

Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series. - Stefania Montani; Giorgio Leonardi; Alessio Bottrighi; Luigi Portinale; Paolo Terenziani (IEEE Trans. Knowl. Data Eng., 2013)

Knowledge-Intensive Medical Process Similarity. - Stefania Montani; Giorgio Leonardi; Silvana Quaglini; Anna Cavallini; Giuseppe Micieli (KR4HC@VSL, 2014)

Improving structural medical process comparison by exploiting domain knowledge and mined information. - Stefania Montani; Giorgio Leonardi; Silvana Quaglini; Anna Cavallini; Giuseppe Micieli (Artif. Intell. Medicine, 2014)

Retrieval and clustering for supporting business process adjustment and analysis. - Stefania Montani; Giorgio Leonardi (Inf. Syst., 2014)

Trace Retrieval as a Tool for Operational Support in Medical Process Management. - Alessio Bottrighi; Luca Canensi; Giorgio Leonardi; Stefania Montani; Paolo Terenziani (ICCBR (Workshops), 2015)

Mining the Log-Tree of Process Traces: Current Approach and Future Perspectives. - Luca Canensi; Giorgio Leonardi; Stefania Montani; Paolo Terenziani (ICTAI, 2015)

Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont. - Marco Arlorio; Jean Daniel Coïsson; Giorgio Leonardi; Monica Locatelli; Luigi Portinale (KDD, 2015)

A time series retrieval tool for sub-series matching. - Alessio Bottrighi; Giorgio Leonardi; Stefania Montani; Luigi Portinale; Paolo Terenziani (Appl. Intell., 2015)

A knowledge-intensive approach to process similarity calculation. - Stefania Montani; Giorgio Leonardi; Silvana Quaglini; Anna Cavallini; Giuseppe Micieli (Expert Syst. Appl., 2015)

A Smart Financial Advisory System Exploiting Case-Based Reasoning. - Luigi Portinale; Giorgio Leonardi; Paolo Artusio; Marco Valsania (FINREC, 2016)

A Context-aware Miner for Medical Processes. - Luca Canensi; Giorgio Leonardi; Stefania Montani; Paolo Terenziani (ICCBR Workshops, 2016)

Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System. - Giorgio Leonardi; Luigi Portinale; Paolo Artusio; Marco Valsania (ICTAI, 2016)

Trace retrieval for business process operational support. - Alessio Bottrighi; Luca Canensi; Giorgio Leonardi; Stefania Montani; Paolo Terenziani (Expert Syst. Appl., 2016)

Knowledge-Based Support to the Treatment of Exceptions in Computer Interpretable Clinical Guidelines. - Alessio Bottrighi; Giorgio Leonardi; Luca Piovesan; Paolo Terenziani (Int. J. Knowl. Based Organ., 2016)

Applying Machine Learning to High-Quality Wine Identification. - Giorgio Leonardi; Luigi Portinale (AI*IA, 2017)

Multi-level Interactive Medical Process Mining. - Luca Canensi; Giorgio Leonardi; Stefania Montani; Paolo Terenziani (AIME, 2017)

Knowledge-Based Trace Abstraction for Semantic Process Mining. - Stefania Montani; Manuel Striani; Silvana Quaglini; Anna Cavallini; Giorgio Leonardi (AIME, 2017)

Semantic Trace Comparison at Multiple Levels of Abstraction. - Stefania Montani; Manuel Striani; Silvana Quaglini; Anna Cavallini; Giorgio Leonardi (ICCBR, 2017)

Towards Semantic Process Mining Through Knowledge-Based Trace Abstraction. - Giorgio Leonardi; Manuel Striani; Silvana Quaglini; Anna Cavallini; Stefania Montani (SIMPDA (Revised Selected Papers), 2017)

Multi-level abstraction for trace comparison and process discovery. - Stefania Montani; Giorgio Leonardi; Manuel Striani; Silvana Quaglini; Anna Cavallini (Expert Syst. Appl., 2017)

From Semantically Abstracted Traces to Process Mining and Process Model Comparison. - Giorgio Leonardi; Manuel Striani; Silvana Quaglini; Anna Cavallini; Stefania Montani (AI*IA, 2018)

Interactive mining and retrieval from process traces. - Alessio Bottrighi; Luca Canensi; Giorgio Leonardi; Stefania Montani; Paolo Terenziani (Expert Syst. Appl., 2018)

Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison. - Giorgio Leonardi; Manuel Striani; Silvana Quaglini; Anna Cavallini; Stefania Montani (J. Biomed. Informatics, 2018)

Deep Learning for Haemodialysis Time Series Classification. - Giorgio Leonardi; Stefania Montani; Manuel Striani (KR4HC/ProHealth/TEAAM@AIME, 2019)

Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining. - Giorgio Leonardi; Stefania Montani; Luigi Portinale; Silvana Quaglini; Manuel Striani (Innovations in Big Data Mining and Embedded Knowledge, 2019)

Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis. - Giorgio Leonardi; Stefania Montani; Manuel Striani (FLAIRS, 2020)

Process Trace Classification for Stroke Management Quality Assessment. - Giorgio Leonardi; Stefania Montani; Manuel Striani (ICCBR, 2020)

An Inception-Based Architecture for Haemodialysis Time Series Classification. - Giorgio Leonardi; Stefania Montani; Manuel Striani (AIAI (Workshops), 2021)

A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER). - Andrea Santomauro; Luigi Portinale; Giorgio Leonardi (HC@AIxIA, 2022)

AS-SIM: An Approach to Action-State Process Model Discovery. - Alessio Bottrighi; Marco Guazzone; Giorgio Leonardi; Stefania Montani; Manuel Striani; Paolo Terenziani (ISMIS, 2022)

Integrating ISA and Part-of Domain Knowledge into Process Model Discovery. - Alessio Bottrighi; Marco Guazzone; Giorgio Leonardi; Stefania Montani; Manuel Striani; Paolo Terenziani (Future Internet, 2022)

Explainable process trace classification: An application to stroke. - Giorgio Leonardi; Stefania Montani; Manuel Striani (J. Biomed. Informatics, 2022)

Novel deep learning architectures for haemodialysis time series classification. - Giorgio Leonardi; Stefania Montani; Manuel Striani (Int. J. Knowl. Based Intell. Eng. Syst., 2022)

Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring. - Christopher Irwin; Marco Dossena; Giorgio Leonardi; Stefania Montani (HC@AIxIA, 2023)

Enhancing Medical Image Report Generation through Standard Language Models: Leveraging the Power of LLMs in Healthcare. - Andrea Santomauro; Luigi Portinale; Giorgio Leonardi (HC@AIxIA, 2023)

Improving Stroke Trace Classification Explainability Through Counterexamples. - Giorgio Leonardi; Stefania Montani; Manuel Striani (AIME, 2023)

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 (KES, 2023)

Towards Action-State Process Model Discovery. - Alessio Bottrighi; Marco Guazzone; Giorgio Leonardi; Stefania Montani; Manuel Striani; Paolo Terenziani (Data, 2023)

Similarity-Based Positional Encoding for Enhanced Classification in Medical Images (Short Paper). - Luigi Portinale; Giorgio Leonardi; Andrea Santomauro (HC@AIxIA, 2024)

Towards an educational tool for supporting neonatologists in the delivery room. - Giorgio Leonardi; Clara Maldarizzi; Stefania Montani; Manuel Striani; Mariachiara Strozzi (ICIEI, 2024)

Exploiting LLMs for Supporting Conformance Checking on Medical Processes. - Giorgio Leonardi; Stefania Montani; Manuel Striani (AIME (2), 2025)

AutoML-Med: A Framework for Automated Machine Learning in Medical Tabular Data. - Riccardo Francia; Maurizio Leone; Giorgio Leonardi; Stefania Montani; Marzio Pennisi; Manuel Striani; Sandra D'Alfonso (CoRR, 2025)