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ORCIDGiorgio Leonardi
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2020 – today
- 2024
[c43]Giorgio Leonardi
, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Strozzi:
Towards an educational tool for supporting neonatologists in the delivery room. ICIEI 2024- [i2]Giorgio Leonardi, Clara Maldarizzi, Stefania Montani, Manuel Striani, Mariachiara Martina Strozzi:
Towards an educational tool for supporting neonatologists in the delivery room. CoRR abs/2403.06843 (2024) - [i1]Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani:
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring. CoRR abs/2403.08836 (2024) - 2023
- [j20]Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani:
Towards Action-State Process Model Discovery. Data 8(8): 130 (2023) - [c42]Christopher Irwin, Marco Dossena, Giorgio Leonardi, Stefania Montani:
Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring. HC@AIxIA 2023: 18-30 - [c41]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: 41-51 - [c40]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Improving Stroke Trace Classification Explainability Through Counterexamples. AIME 2023: 125-129 - [c39]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: 2067-2075 - 2022
- [j19]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): 357 (2022) - [j18]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Explainable process trace classification: An application to stroke. J. Biomed. Informatics 126: 103981 (2022) - [j17]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Novel deep learning architectures for haemodialysis time series classification. Int. J. Knowl. Based Intell. Eng. Syst. 26(2): 91-99 (2022) - [c38]Andrea Santomauro, Luigi Portinale, Giorgio Leonardi:
A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER). HC@AIxIA 2022: 16-23 - [c37]Alessio Bottrighi, Marco Guazzone, Giorgio Leonardi, Stefania Montani, Manuel Striani, Paolo Terenziani:
AS-SIM: An Approach to Action-State Process Model Discovery. ISMIS 2022: 336-345 - 2021
- [c36]Giorgio Leonardi, Stefania Montani, Manuel Striani:
An Inception-Based Architecture for Haemodialysis Time Series Classification. AIAI Workshops 2021: 194-203 - 2020
- [c35]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis. FLAIRS 2020: 417-421 - [c34]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Process Trace Classification for Stroke Management Quality Assessment. ICCBR 2020: 49-63
2010 – 2019
- 2019
- [c33]Giorgio Leonardi, Stefania Montani, Manuel Striani:
Deep Learning for Haemodialysis Time Series Classification. KR4HC/ProHealth/TEAAM@AIME 2019: 50-64 - [p1]Giorgio Leonardi, Stefania Montani, Luigi Portinale, Silvana Quaglini, Manuel Striani:
Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining. Innovations in Big Data Mining and Embedded Knowledge 2019: 117-136 - 2018
- [j16]Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Interactive mining and retrieval from process traces. Expert Syst. Appl. 110: 62-79 (2018) - [j15]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: 10-24 (2018) - [c32]Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani:
From Semantically Abstracted Traces to Process Mining and Process Model Comparison. AI*IA 2018: 47-59 - 2017
- [j14]Stefania Montani, Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini:
Multi-level abstraction for trace comparison and process discovery. Expert Syst. Appl. 81: 398-409 (2017) - [c31]Giorgio Leonardi, Luigi Portinale:
Applying Machine Learning to High-Quality Wine Identification. AI*IA 2017: 31-43 - [c30]Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Multi-level Interactive Medical Process Mining. AIME 2017: 256-260 - [c29]Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi:
Knowledge-Based Trace Abstraction for Semantic Process Mining. AIME 2017: 267-271 - [c28]Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi:
Semantic Trace Comparison at Multiple Levels of Abstraction. ICCBR 2017: 212-226 - [c27]Giorgio Leonardi, Manuel Striani, Silvana Quaglini, Anna Cavallini, Stefania Montani:
Towards Semantic Process Mining Through Knowledge-Based Trace Abstraction. SIMPDA (Revised Selected Papers) 2017: 45-64 - [c26]Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi:
Towards semantic process mining through knowledge-based trace abstraction. SIMPDA 2017: 98-112 - 2016
- [j13]Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Trace retrieval for business process operational support. Expert Syst. Appl. 55: 212-221 (2016) - [j12]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): 1-27 (2016) - [c25]Luigi Portinale, Giorgio Leonardi, Paolo Artusio, Marco Valsania:
A Smart Financial Advisory System Exploiting Case-Based Reasoning. FINREC 2016: 33-40 - [c24]Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
A Context-aware Miner for Medical Processes. ICCBR Workshops 2016: 192-201 - [c23]Giorgio Leonardi, Luigi Portinale, Paolo Artusio, Marco Valsania:
Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System. ICTAI 2016: 804-811 - 2015
- [j11]Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani:
A time series retrieval tool for sub-series matching. Appl. Intell. 43(1): 132-149 (2015) - [j10]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli:
A knowledge-intensive approach to process similarity calculation. Expert Syst. Appl. 42(9): 4207-4215 (2015) - [c22]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: 165-174 - [c21]Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani:
Mining the Log-Tree of Process Traces: Current Approach and Future Perspectives. ICTAI 2015: 310-316 - [c20]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: 1671-1680 - 2014
- [j9]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): 33-45 (2014) - [j8]Stefania Montani, Giorgio Leonardi:
Retrieval and clustering for supporting business process adjustment and analysis. Inf. Syst. 40: 128-141 (2014) - [c19]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli:
Knowledge-Intensive Medical Process Similarity. KR4HC@VSL 2014: 1-13 - 2013
- [j7]Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco:
Flexible case-based retrieval for comparative genomics. Appl. Intell. 39(1): 144-152 (2013) - [j6]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): 677-689 (2013) - [c18]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Alessandro Baudi:
Improving Process Model Retrieval by Accounting for Gateway Nodes: an Ongoing Work. AIBP@AI*IA 2013: 31-40 - [c17]Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli:
Mining and Retrieving Medical Processes to Assess the Quality of Care. ICCBR 2013: 233-240 - 2012
- [c16]Giorgio Leonardi, Alessio Bottrighi, Gabriele Galliani, Paolo Terenziani, Antonio Messina, Francesco Della Corte:
Exceptions Handling within GLARE Clinical Guideline Framework. AMIA 2012 - [c15]Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani:
Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC 2012: 154-167 - [c14]Stefania Montani, Giorgio Leonardi:
Retrieval and Clustering for Business Process Monitoring: Results and Improvements. ICCBR 2012: 269-283 - 2011
- [j5]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: 124-147 (2011) - [c13]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: 65-79 - [c12]Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco:
Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria. ICTAI 2011: 17-24 - [c11]Giorgio Leonardi, Silvia Panzarasa, Silvana Quaglini:
Ontology-Based Automatic Generation of Computerized Cognitive Exercises. MIE 2011: 779-783 - 2010
- [c10]Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani:
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. ICCBR 2010: 36-50 - [c9]Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco:
Flexible Genome Retrieval for Supporting In-Silico Studies of Endobacteria-AMFs. E-HEALTH 2010: 138-147 - [c8]Stefania Montani, Giorgio Leonardi:
A Case-Based Approach to Business Process Monitoring. IFIP AI 2010: 101-110
2000 – 2009
- 2009
- [j4]Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale:
A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. Comput. Intell. 25(3): 235-249 (2009) - [c7]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: 225-239 - [c6]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: 269-275 - 2008
- [c5]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: 154-168 - [c4]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: 573-578 - 2007
- [j3]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): 486-499 (2007) - [c3]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: 500-505 - 2006
- [j2]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): 31-42 (2006) - [c2]Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez:
A Case-Based Architecture for Temporal Abstraction Configuration and Processing. ICTAI 2006: 667-676 - 2005
- [j1]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
Case Retrieval with Time Series Features. Intelligenza Artificiale 2(2): 15-23 (2005) - 2004
- [c1]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR 2004: 659-672
Coauthor Index
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