Giorgio Leonardi

According to our database1, Giorgio Leonardi authored at least 48 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining.
Proceedings of the Innovations in Big Data Mining and Embedded Knowledge, 2019

2018
Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison.
Journal of Biomedical Informatics, 2018

Interactive mining and retrieval from process traces.
Expert Syst. Appl., 2018

From Semantically Abstracted Traces to Process Mining and Process Model Comparison.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017
Multi-level abstraction for trace comparison and process discovery.
Expert Syst. Appl., 2017

Towards semantic process mining through knowledge-based trace abstraction.
Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017), 2017

Semantic Trace Comparison at Multiple Levels of Abstraction.
Proceedings of the Case-Based Reasoning Research and Development, 2017

Knowledge-Based Trace Abstraction for Semantic Process Mining.
Proceedings of the Artificial Intelligence in Medicine, 2017

Multi-level Interactive Medical Process Mining.
Proceedings of the Artificial Intelligence in Medicine, 2017

Applying Machine Learning to High-Quality Wine Identification.
Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016
Knowledge-Based Support to the Treatment of Exceptions in Computer Interpretable Clinical Guidelines.
IJKBO, 2016

Trace retrieval for business process operational support.
Expert Syst. Appl., 2016

Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

A Context-aware Miner for Medical Processes.
Proceedings of the Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31, 2016

A Smart Financial Advisory System Exploiting Case-Based Reasoning.
Proceedings of the 2nd International Workshop on Personalization & Recommender Systems in Financial Services, 2016

2015
A knowledge-intensive approach to process similarity calculation.
Expert Syst. Appl., 2015

A time series retrieval tool for sub-series matching.
Appl. Intell., 2015

Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Mining the Log-Tree of Process Traces: Current Approach and Future Perspectives.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Trace Retrieval as a Tool for Operational Support in Medical Process Management.
Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

2014
Retrieval and clustering for supporting business process adjustment and analysis.
Inf. Syst., 2014

Improving structural medical process comparison by exploiting domain knowledge and mined information.
Artificial Intelligence in Medicine, 2014

Knowledge-Intensive Medical Process Similarity.
Proceedings of the Knowledge Representation for Health Care - 6th International Workshop, 2014

2013
Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series.
IEEE Trans. Knowl. Data Eng., 2013

Flexible case-based retrieval for comparative genomics.
Appl. Intell., 2013

Mining and Retrieving Medical Processes to Assess the Quality of Care.
Proceedings of the Case-Based Reasoning Research and Development, 2013

Improving Process Model Retrieval by Accounting for Gateway Nodes: an Ongoing Work.
Proceedings of the Workshop AI Meets Business Processes 2013 co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

2012
Retrieval and Clustering for Business Process Monitoring: Results and Improvements.
Proceedings of the Case-Based Reasoning Research and Development, 2012

Flexible and Efficient Retrieval of Haemodialysis Time Series.
Proceedings of the Process Support and Knowledge Representation in Health Care, 2012

Exceptions Handling within GLARE Clinical Guideline Framework.
Proceedings of the AMIA 2012, 2012

2011
A Modular Database Architecture Enabled to Comparative Sequence Analysis.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2011

Ontology-Based Automatic Generation of Computerized Cognitive Exercises.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Reasoning with Effects of Clinical Guideline Actions Using OWL: AL Amyloidosis as a Case Study.
Proceedings of the Knowledge Representation for Health-Care, 2011

2010
A Case-Based Approach to Business Process Monitoring.
Proceedings of the Artificial Intelligence in Theory and Practice III, 2010

Flexible Genome Retrieval for Supporting In-Silico Studies of Endobacteria-AMFs.
Proceedings of the E-Health - First IMIA/IFIP Joint Symposium, 2010

Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

2009
A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration.
Computational Intelligence, 2009

Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases.
Proceedings of the ICTAI 2009, 2009

Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features.
Proceedings of the Case-Based Reasoning Research and Development, 2009

2008
Process Mining Techniques: an Application to Stroke Care.
Proceedings of the eHealth Beyond the Horizon, 2008

Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR.
Proceedings of the Advances in Data Mining. 8th Industrial Conference, 2008

2007
Interacting agents through a web-based health serviceflow management system.
Journal of Biomedical Informatics, 2007

Interacting Agents for the Risk Assessment of Allergies in Newborn Babies.
Proceedings of the Artificial Intelligence in Medicine, 2007

2006
Case-based retrieval to support the treatment of end stage renal failure patients.
Artificial Intelligence in Medicine, 2006

A Case-Based Architecture for Temporal Abstraction Configuration and Processing.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

2005
Case Retrieval with Time Series Features.
Intelligenza Artificiale, 2005

2004
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters.
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004


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