Giorgio Leonardi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 32

Top Topics

Clinical Guidelines

Top Venues

Expert Syst. Appl.

Publications

Giorgio Leonardi, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Martina Strozzi
Towards an educational tool for supporting neonatologists in the delivery room. CoRR (2024)
Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring. CoRR (2024)
Giorgio Leonardi, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Strozzi
Towards an educational tool for supporting neonatologists in the delivery room. ICIEI (2024)
Giorgio Leonardi, Stefania Montani, Manuel Striani
Improving Stroke Trace Classification Explainability Through Counterexamples. AIME (2023)
Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani
Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring. HC@AIxIA (2023)
Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
Enhancing Medical Image Report Generation through Standard Language Models: Leveraging the Power of LLMs in Healthcare. HC@AIxIA (2023)
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
Towards Action-State Process Model Discovery. Data 8 (8) (2023)
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
Applying the SIM Tool in Clinical Practice: a Case Study in Neonatal Resuscitation Simulation. KES (2023)
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
AS-SIM: An Approach to Action-State Process Model Discovery. ISMIS (2022)
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
Integrating ISA and Part-of Domain Knowledge into Process Model Discovery. Future Internet 14 (12) (2022)
Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER). HC@AIxIA (2022)
Giorgio Leonardi, Stefania Montani, Manuel Striani
Explainable process trace classification: An application to stroke. J. Biomed. Informatics 126 (2022)
Giorgio Leonardi, Stefania Montani, Manuel Striani
Novel deep learning architectures for haemodialysis time series classification. Int. J. Knowl. Based Intell. Eng. Syst. 26 (2) (2022)
Giorgio Leonardi, Stefania Montani, Manuel Striani
An Inception-Based Architecture for Haemodialysis Time Series Classification. AIAI Workshops (2021)
Giorgio Leonardi, Stefania Montani, Manuel Striani
Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis. FLAIRS Conference (2020)
Giorgio Leonardi, Stefania Montani, Manuel Striani
Process Trace Classification for Stroke Management Quality Assessment. ICCBR (2020)
Giorgio Leonardi, Stefania Montani, Manuel Striani
Deep Learning for Haemodialysis Time Series Classification. KR4HC/ProHealth/TEAAM@AIME (2019)
Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
Interactive mining and retrieval from process traces. Expert Syst. Appl. 110 (2018)
Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani
From Semantically Abstracted Traces to Process Mining and Process Model Comparison. AI*IA (2018)
Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani
Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison. J. Biomed. Informatics 83 (2018)
Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
Semantic Trace Comparison at Multiple Levels of Abstraction. ICCBR (2017)
Giorgio Leonardi, Luigi Portinale
Applying Machine Learning to High-Quality Wine Identification. AI*IA (2017)
Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani
Towards Semantic Process Mining Through Knowledge-Based Trace Abstraction. SIMPDA (Revised Selected Papers) (2017)
Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
Knowledge-Based Trace Abstraction for Semantic Process Mining. AIME (2017)
Stefania Montani, Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini
Multi-level abstraction for trace comparison and process discovery. Expert Syst. Appl. 81 (2017)
Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
Multi-level Interactive Medical Process Mining. AIME (2017)
Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
Towards semantic process mining through knowledge-based trace abstraction. SIMPDA (2017)
Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
Trace retrieval for business process operational support. Expert Syst. Appl. 55 (2016)
Alessio Bottrighi, Giorgio Leonardi, Luca Piovesan, Paolo Terenziani
Knowledge-Based Support to the Treatment of Exceptions in Computer Interpretable Clinical Guidelines. Int. J. Knowl. Based Organ. 6 (3) (2016)
Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
A Context-aware Miner for Medical Processes. ICCBR Workshops (2016)
Giorgio Leonardi, Luigi Portinale, Paolo Artusio, Marco Valsania
Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System. ICTAI (2016)
Luigi Portinale, Giorgio Leonardi, Paolo Artusio, Marco Valsania
A Smart Financial Advisory System Exploiting Case-Based Reasoning. FINREC (2016)
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
A knowledge-intensive approach to process similarity calculation. Expert Syst. Appl. 42 (9) (2015)
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
A time series retrieval tool for sub-series matching. Appl. Intell. 43 (1) (2015)
Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
Mining the Log-Tree of Process Traces: Current Approach and Future Perspectives. ICTAI (2015)
Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
Trace Retrieval as a Tool for Operational Support in Medical Process Management. ICCBR (Workshops) (2015)
Marco Arlorio, Jean Daniel Coïsson, Giorgio Leonardi, Monica Locatelli, Luigi Portinale
Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont. KDD (2015)
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
Knowledge-Intensive Medical Process Similarity. KR4HC@VSL (2014)
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
Improving structural medical process comparison by exploiting domain knowledge and mined information. Artif. Intell. Medicine 62 (1) (2014)
Stefania Montani, Giorgio Leonardi
Retrieval and clustering for supporting business process adjustment and analysis. Inf. Syst. 40 (2014)
Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series. IEEE Trans. Knowl. Data Eng. 25 (3) (2013)
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Alessandro Baudi
Improving Process Model Retrieval by Accounting for Gateway Nodes: an Ongoing Work. AIBP@AI*IA (2013)
Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco
Flexible case-based retrieval for comparative genomics. Appl. Intell. 39 (1) (2013)
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
Mining and Retrieving Medical Processes to Assess the Quality of Care. ICCBR (2013)
Giorgio Leonardi, Alessio Bottrighi, Gabriele Galliani, Paolo Terenziani, Antonio Messina, Francesco Della Corte
Exceptions Handling within GLARE Clinical Guideline Framework. AMIA (2012)
Stefania Montani, Giorgio Leonardi
Retrieval and Clustering for Business Process Monitoring: Results and Improvements. ICCBR (2012)
Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC (2012)
Giorgio Leonardi, Silvia Panzarasa, Silvana Quaglini
Ontology-Based Automatic Generation of Computerized Cognitive Exercises. MIE (2011)
Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco
Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria. ICTAI (2011)
Mor Peleg, Samson W. Tu, Giorgio Leonardi, Silvana Quaglini, Paola Russo, Giovanni Palladini, Giampaolo Merlini
Reasoning with Effects of Clinical Guideline Actions Using OWL: AL Amyloidosis as a Case Study. KR4HC (2011)
Paola Bonfante, Francesca Cordero, Stefano Ghignone, Dino Ienco, Luisa Lanfranco, Giorgio Leonardi, Rosa Meo, Stefania Montani, Luca Roversi, Alessia Visconti
A Modular Database Architecture Enabled to Comparative Sequence Analysis. Trans. Large Scale Data Knowl. Centered Syst. 4 (2011)
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. ICCBR (2010)
Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco
Flexible Genome Retrieval for Supporting In-Silico Studies of Endobacteria-AMFs. E-HEALTH (2010)
Stefania Montani, Giorgio Leonardi
A Case-Based Approach to Business Process Monitoring. IFIP AI (2010)
Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale
A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. Comput. Intell. 25 (3) (2009)
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale
Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases. ICTAI (2009)
Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale, Paolo Terenziani
Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features. ICCBR (2009)
Ronny Mans, Helen Schonenberg, Giorgio Leonardi, Silvia Panzarasa, Anna Cavallini, Silvana Quaglini, Wil M. P. van der Aalst
Process Mining Techniques: an Application to Stroke Care. MIE (2008)
Giorgio Leonardi, Alessio Bottrighi, Stefania Montani, Luigi Portinale
Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR. ICDM (Posters and Workshops) (2008)
Giorgio Leonardi, Silvana Quaglini, Mara de Amici, Mario Stefanelli, Cristina Torre, Giorgio Ciprandi
Interacting Agents for the Risk Assessment of Allergies in Newborn Babies. AIME (2007)
Giorgio Leonardi, Silvia Panzarasa, Silvana Quaglini, Mario Stefanelli, Wil M. P. van der Aalst
Interacting agents through a web-based health serviceflow management system. J. Biomed. Informatics 40 (5) (2007)
Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez
A Case-Based Architecture for Temporal Abstraction Configuration and Processing. ICTAI (2006)
Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi
Case-based retrieval to support the treatment of end stage renal failure patients. Artif. Intell. Medicine 37 (1) (2006)
Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
Case Retrieval with Time Series Features. Intelligenza Artificiale 2 (2) (2005)
Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR (2004)