Giorgio Leonardi

74 papers A* 1B 10C 7Misc 2Journal 24Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
A deep learning approach to predicting hospitalized patients' SEIRD states using multimodal spatiotemporal data.
Int. J. Medical Informatics
Andrea Santomauro, Denisse Kim, Bernardo Cánovas-Segura, Giorgio Leonardi, Manuel Campos, Luigi Portinale, Jose M. Juarez
2025 J jnl
AutoML-Med: A Framework for Automated Machine Learning in Medical Tabular Data.
CoRR
Riccardo Francia, Maurizio Leone, Giorgio Leonardi, Stefania Montani, Marzio Pennisi, Manuel Striani, Sandra D'Alfonso
2025 — conf
Automatic radiology report generation: evaluating the alignment of NLP metrics with radiologist assessment.
Ital-IA
Andrea Santomauro, Ivan Gallesio, Xhorxhi Kaci, Giorgio Leonardi, Luigi Portinale
2025 — conf
Automl-Med: A Tool for Optimizing Pipeline Generation in Medical Ml.
BIBM
Riccardo Francia, Giorgio Leonardi, Stefania Montani, Marzio Pennisi, Manuel Striani, Maurizio Leone, Sandra D'Alfonso
2025 — conf
Do Outpatient Services Impact Length of Stay? A Preliminary Analysis through Deep Learning Classification.
PMAI
Giorgio Leonardi, Stefania Montani, Manuel Striani
2025 — conf
Efficient transformer-based identification of defects in fasteners.
Ital-IA
Luigi Portinale, Giorgio Leonardi, Stefania Montani, Simone Garau, Guido Noce, Mario Brumini, Enrico Ottaviano
2025 — conf
Exploiting LLMs for Supporting Conformance Checking on Medical Processes.
AIME (2)
Giorgio Leonardi, Stefania Montani, Manuel Striani
2024 — conf
Similarity-Based Positional Encoding for Enhanced Classification in Medical Images (Short Paper).
HC@AIxIA
Luigi Portinale, Giorgio Leonardi, Andrea Santomauro
2024 J jnl
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring.
CoRR
Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani
2024 — conf
Towards an educational tool for supporting neonatologists in the delivery room.
ICIEI
Giorgio Leonardi, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Strozzi
2024 J jnl
Towards an educational tool for supporting neonatologists in the delivery room.
CoRR
Giorgio Leonardi, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Martina Strozzi
2023 B conf
Applying the SIM Tool in Clinical Practice: a Case Study in Neonatal Resuscitation Simulation.
KES
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
2023 — conf
Enhancing Medical Image Report Generation through Standard Language Models: Leveraging the Power of LLMs in Healthcare.
HC@AIxIA
Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
2023 B conf
Improving Stroke Trace Classification Explainability Through Counterexamples.
AIME
Giorgio Leonardi, Stefania Montani, Manuel Striani
2023 — conf
Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring.
HC@AIxIA
Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani
2023 J jnl
Towards Action-State Process Model Discovery.
Data
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
2022 — conf
A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER).
HC@AIxIA
Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
2022 C conf
AS-SIM: An Approach to Action-State Process Model Discovery.
ISMIS
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
2022 J jnl
Explainable process trace classification: An application to stroke.
J. Biomed. Informatics
Giorgio Leonardi, Stefania Montani, Manuel Striani
2022 J jnl
Integrating ISA and Part-of Domain Knowledge into Process Model Discovery.
Future Internet
Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani
2022 J jnl
Novel deep learning architectures for haemodialysis time series classification.
Int. J. Knowl. Based Intell. Eng. Syst.
Giorgio Leonardi, Stefania Montani, Manuel Striani
2021 — conf
An Inception-Based Architecture for Haemodialysis Time Series Classification.
AIAI (Workshops)
Giorgio Leonardi, Stefania Montani, Manuel Striani
2020 Misc conf
Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis.
FLAIRS
Giorgio Leonardi, Stefania Montani, Manuel Striani
2020 C conf
Process Trace Classification for Stroke Management Quality Assessment.
ICCBR
Giorgio Leonardi, Stefania Montani, Manuel Striani
2019 — conf
Deep Learning for Haemodialysis Time Series Classification.
KR4HC/ProHealth/TEAAM@AIME
Giorgio Leonardi, Stefania Montani, Manuel Striani
2019 — ch.
Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining.
Innovations in Big Data Mining and Embedded Knowledge
Giorgio Leonardi, Stefania Montani, Luigi Portinale, Silvana Quaglini, Manuel Striani
2018 — conf
From Semantically Abstracted Traces to Process Mining and Process Model Comparison.
AI*IA
Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani
2018 J jnl
Interactive mining and retrieval from process traces.
Expert Syst. Appl.
Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
2018 J jnl
Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison.
J. Biomed. Informatics
Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani
2017 — conf
Applying Machine Learning to High-Quality Wine Identification.
AI*IA
Giorgio Leonardi, Luigi Portinale
2017 B conf
Knowledge-Based Trace Abstraction for Semantic Process Mining.
AIME
Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
2017 B conf
Multi-level Interactive Medical Process Mining.
AIME
Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
2017 J jnl
Multi-level abstraction for trace comparison and process discovery.
Expert Syst. Appl.
Stefania Montani, Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini
2017 C conf
Semantic Trace Comparison at Multiple Levels of Abstraction.
ICCBR
Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
2017 — conf
Towards Semantic Process Mining Through Knowledge-Based Trace Abstraction.
SIMPDA (Revised Selected Papers)
Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani
2017 — conf
Towards semantic process mining through knowledge-based trace abstraction.
SIMPDA
Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
2016 — conf
A Context-aware Miner for Medical Processes.
ICCBR Workshops
Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
2016 — conf
A Smart Financial Advisory System Exploiting Case-Based Reasoning.
FINREC
Luigi Portinale, Giorgio Leonardi, Paolo Artusio, Marco Valsania
2016 J jnl
Knowledge-Based Support to the Treatment of Exceptions in Computer Interpretable Clinical Guidelines.
Int. J. Knowl. Based Organ.
Alessio Bottrighi, Giorgio Leonardi, Luca Piovesan, Paolo Terenziani
2016 B conf
Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System.
ICTAI
Giorgio Leonardi, Luigi Portinale, Paolo Artusio, Marco Valsania
2016 J jnl
Trace retrieval for business process operational support.
Expert Syst. Appl.
Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
2015 J jnl
A knowledge-intensive approach to process similarity calculation.
Expert Syst. Appl.
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
2015 J jnl
A time series retrieval tool for sub-series matching.
Appl. Intell.
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
2015 A* conf
Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont.
KDD
Marco Arlorio, Jean Daniel Coïsson, Giorgio Leonardi, Monica Locatelli, Luigi Portinale
2015 B conf
Mining the Log-Tree of Process Traces: Current Approach and Future Perspectives.
ICTAI
Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
2015 — conf
Trace Retrieval as a Tool for Operational Support in Medical Process Management.
ICCBR (Workshops)
Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
2014 J jnl
Improving structural medical process comparison by exploiting domain knowledge and mined information.
Artif. Intell. Medicine
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
2014 — conf
Knowledge-Intensive Medical Process Similarity.
KR4HC@VSL
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
2014 J jnl
Retrieval and clustering for supporting business process adjustment and analysis.
Inf. Syst.
Stefania Montani, Giorgio Leonardi
2013 J jnl
Flexible case-based retrieval for comparative genomics.
Appl. Intell.
Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco
2013 — conf
Improving Process Model Retrieval by Accounting for Gateway Nodes: an Ongoing Work.
AIBP@AI*IA
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Alessandro Baudi
2013 C conf
Mining and Retrieving Medical Processes to Assess the Quality of Care.
ICCBR
Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
2013 J jnl
Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series.
IEEE Trans. Knowl. Data Eng.
Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
2012 Misc conf
Exceptions Handling within GLARE Clinical Guideline Framework.
AMIA
Giorgio Leonardi, Alessio Bottrighi, Gabriele Galliani, Paolo Terenziani, Antonio Messina, Francesco Della Corte
2012 — conf
Flexible and Efficient Retrieval of Haemodialysis Time Series.
ProHealth/KR4HC
Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
2012 C conf
Retrieval and Clustering for Business Process Monitoring: Results and Improvements.
ICCBR
Stefania Montani, Giorgio Leonardi
2011 J jnl
A Modular Database Architecture Enabled to Comparative Sequence Analysis.
Trans. Large Scale Data Knowl. Centered Syst.
Paola Bonfante, Francesca Cordero, Stefano Ghignone, Dino Ienco, Luisa Lanfranco, Giorgio Leonardi, Rosa Meo, Stefania Montani, Luca Roversi, Alessia Visconti
2011 B conf
Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria.
ICTAI
Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco
2011 — conf
Ontology-Based Automatic Generation of Computerized Cognitive Exercises.
MIE
Giorgio Leonardi, Silvia Panzarasa, Silvana Quaglini
2011 — conf
Reasoning with Effects of Clinical Guideline Actions Using OWL: AL Amyloidosis as a Case Study.
KR4HC
Mor Peleg, Samson W. Tu, Giorgio Leonardi, Silvana Quaglini, Paola Russo, Giovanni Palladini, Giampaolo Merlini
2010 — conf
A Case-Based Approach to Business Process Monitoring.
IFIP AI
Stefania Montani, Giorgio Leonardi
2010 — conf
Flexible Genome Retrieval for Supporting In-Silico Studies of Endobacteria-AMFs.
E-HEALTH
Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco
2010 C conf
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions.
ICCBR
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
2009 J jnl
A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration.
Comput. Intell.
Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale
2009 B conf
Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases.
ICTAI
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale
2009 C conf
Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features.
ICCBR
Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale, Paolo Terenziani
2008 — conf
Process Mining Techniques: an Application to Stroke Care.
MIE
Ronny Mans, Helen Schonenberg, Giorgio Leonardi, Silvia Panzarasa, Anna Cavallini, Silvana Quaglini, Wil M. P. van der Aalst
2008 — conf
Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR.
ICDM (Posters and Workshops)
Giorgio Leonardi, Alessio Bottrighi, Stefania Montani, Luigi Portinale
2007 B conf
Interacting Agents for the Risk Assessment of Allergies in Newborn Babies.
AIME
Giorgio Leonardi, Silvana Quaglini, Mara de Amici, Mario Stefanelli, Cristina Torre, Giorgio Ciprandi
2007 J jnl
Interacting agents through a web-based health serviceflow management system.
J. Biomed. Informatics
Giorgio Leonardi, Silvia Panzarasa, Silvana Quaglini, Mario Stefanelli, Wil M. P. van der Aalst
2006 B conf
A Case-Based Architecture for Temporal Abstraction Configuration and Processing.
ICTAI
Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez
2006 J jnl
Case-based retrieval to support the treatment of end stage renal failure patients.
Artif. Intell. Medicine
Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi
2005 J jnl
Case Retrieval with Time Series Features.
Intelligenza Artificiale
Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
2004 — conf
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters.
ECCBR
Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi