A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure. - Riccardo Bellazzi; Alberto Riva; Stefania Montani; Cristiana Larizza; Stefano Fiocchi; Giuseppe d'Annunzio; Renata Lorini; A. Monteforte; Mario Stefanelli (AMIA, 1998)

Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. - Riccardo Bellazzi; Stefania Montani; Luigi Portinale (EWCBR, 1998)

Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions. - Riccardo Bellazzi; Cristiana Larizza; Paolo Magni; Stefania Montani; Giuseppe De Nicolao (AIMDM, 1999)

Multi-modal Reasoning in Diabetic Patient Management. - Stefania Montani; Riccardo Bellazzi; Luigi Portinale; Alberto Riva; Mario Stefanelli (AIMDM, 1999)

Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients. - Stefania Montani; Riccardo Bellazzi (AMIA, 1999)

Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. - Riccardo Bellazzi; Stefania Montani; Luigi Portinale; Alberto Riva (ICCBR, 1999)

Application Report: Preliminary Evaluation of the T-IDDM Project in Pavia. - Riccardo Bellazzi; Alberto Riva; Stefania Montani; Cristiana Larizza; M. Bestazza; Stefano Fiocchi; Giuseppe d'Annunzio; Renata Lorini; Mario Stefanelli (MIE, 1999)

Supporting decisions in diabetic patients management through Case-Based retrieval. - Stefania Montani; Riccardo Bellazzi; Luigi Portinale; Stefano Fiocchi; Giuseppe d'Annunzio; Mario Stefanelli (MIE, 1999)

Protocol-based reasoning in diabetic patient management. - Stefania Montani; Riccardo Bellazzi; Cristiana Larizza; Alberto Riva; Giuseppe d'Annunzio; Stefano Fiocchi; Renata Lorini; Mario Stefanelli (Int. J. Medical Informatics, 1999)

Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study. - Stefania Montani; Riccardo Bellazzi (AMIA, 2000)

Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. - Stefania Montani; Riccardo Bellazzi; Alberto Riva; Cristiana Larizza; Luigi Portinale; Mario Stefanelli (ECAI, 2000)

Evaluating a Multi-modal Reasoning System in Diabetes Care. - Stefania Montani; Riccardo Bellazzi; Luigi Portinale; Mario Stefanelli (EWCBR, 2000)

Intelligent analysis of clinical time series: an application in the diabetes mellitus domain. - Riccardo Bellazzi; Cristiana Larizza; Paolo Magni; Stefania Montani; Mario Stefanelli (Artif. Intell. Medicine, 2000)

Diabetic patients management exploiting case-based reasoning techniques. - Stefania Montani; Riccardo Bellazzi; Luigi Portinale; Giuseppe d'Annunzio; Stefano Fiocchi; Mario Stefanelli (Comput. Methods Programs Biomed., 2000)

A multi-modal reasoning methodology for managing IDDM patients. - Stefania Montani; Riccardo Bellazzi; Luigi Portinale; Mario Stefanelli (Int. J. Medical Informatics, 2000)

Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. - Stefania Montani; Paolo Magni; Abdul V. Roudsari; Ewart R. Carson; Riccardo Bellazzi (AIME, 2001)

Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web. - Riccardo Bellazzi; Stefania Montani; M. Arcelloni; Pasquale De Cata; Carmine Gazzaruso; R. Giacchero; Pietro Fratino (AMIA, 2001)

Intelligent Knowledge Retrieval for Decision Support in Medical Applications. - Stefania Montani; Riccardo Bellazzi (MedInfo, 2001)

Web-based telemedicine systems for home-care: technical issues and experiences. - Riccardo Bellazzi; Stefania Montani; Alberto Riva; Mario Stefanelli (Comput. Methods Programs Biomed., 2001)

Cased-Based Reasoning for medical knowledge-based systems. - Rainer Schmidt 002; Stefania Montani; Riccardo Bellazzi; Luigi Portinale; Lothar Gierl (Int. J. Medical Informatics, 2001)

Supporting physicians in taking decisions in clinical guidelines: the GLARE "what if" facility. - Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Mauro Torchio; Gianpaolo Molino (AMIA, 2002)

A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs. - Luigi Portinale; Stefania Montani (ECCBR, 2002)

Towards a Comprehensive Treatment of Temporal Constraints in Clinical Guidelines. - Paolo Terenziani; Carlo Carlini; Stefania Montani (TIME, 2002)

A telemedicine support for diabetes management: the T-IDDM project. - Riccardo Bellazzi; Cristiana Larizza; Stefania Montani; Alberto Riva; Mario Stefanelli; Giuseppe d'Annunzio; Renata Lorini; Enrique J. Gómez; M. Elena Hernando; Eulalia Brugués (Comput. Methods Programs Biomed., 2002)

Supporting decisions in medical applications: the knowledge management perspective. - Stefania Montani; Riccardo Bellazzi (Int. J. Medical Informatics, 2002)

Applying Artificial Intelligence to Clinical Guidelines: The GLARE Approach. - Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Mauro Torchio; Gianpaolo Molino; Luca Anselma; Gianluca Correndo (AI*IA, 2003)

Temporal Consistency Checking in Clinical Guidelines Acquisition and Execution: the GLARE's Approach. - Paolo Terenziani; Stefania Montani; Mauro Torchio; Gianpaolo Molino; Luca Anselma (AMIA, 2003)

Parametric Dependability Analysis through Probabilistic Horn Abduction. - Andrea Bobbio; Stefania Montani; Luigi Portinale (UAI, 2003)

Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients. - Stefania Montani; Paolo Magni; Riccardo Bellazzi; Cristiana Larizza; Abdul V. Roudsari; Ewart R. Carson (Artif. Intell. Medicine, 2003)

The GLARE Approach to Clinical Guidelines: Main Features. - Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Mauro Torchio; Gianpaolo Molino; Gianluca Correndo (CGP, 2004)

Mapping Clinical Guidelines Representation Primitives to Decision Theory Concepts. - Stefania Montani; Paolo Terenziani (ECAI, 2004)

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

A Context-Adaptable Approach to Clinical Guidelines. - Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Mauro Torchio; Gianpaolo Molino; Gianluca Correndo (MedInfo, 2004)

Periodicity-Based Temporal Constraints. - Paolo Terenziani; Luca Anselma; Stefania Montani (AI*IA, 2005)

Managing Clinical Guidelines Contextualization in the GLARE System. - Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Mauro Torchio; Gianpaolo Molino; Gianluca Correndo (AI*IA, 2005)

Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines. - Stefania Montani; Paolo Terenziani; Alessio Bottrighi (AIME, 2005)

Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues. - Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Gianpaolo Molino; Mauro Torchio (AIME, 2005)

Case Based Representation and Retrieval with Time Dependent Features. - Stefania Montani; Luigi Portinale (ICCBR, 2005)

Achieving Self-Healing in Autonomic Software Systems: a Case-Based Reasoning Approach. - Cosimo Anglano; Stefania Montani (SOAS, 2005)

A Temporal Approach to the Specification and Verification of Interaction Protocols. - Laura Giordano 001; Alberto Martelli; Paolo Terenziani; Alessio Bottrighi; Stefania Montani (WOA, 2005)

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

Automatically Translating Dynamic Fault Trees into Dynamic Bayesian Networks by Means of a Software Tool. - Stefania Montani; Luigi Portinale; Andrea Bobbio; Daniele Codetta Raiteri (ARES, 2006)

Clinical Guidelines Contextualization in GLARE. - Alessio Bottrighi; Paolo Terenziani; Stefania Montani; Mauro Torchio; Gianpaolo Molino (AMIA, 2006)

Model Checking for Clinical Guidelines: an Agent-based Approach. - Laura Giordano 001; Paolo Terenziani; Alessio Bottrighi; Stefania Montani; Loredana Donzella (AMIA, 2006)

GLARE: a Domain-Independent System for Acquiring, Representing and Executing Clinical Guidelines. - Gianpaolo Molino; Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Mauro Torchio (AMIA, 2006)

Advanced treatment of temporal phenomena in clinical guidelines. - Paolo Terenziani; Luca Anselma; Alessio Bottrighi; Stefania Montani (AMIA, 2006)

Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems. - Stefania Montani; Cosimo Anglano (ECCBR, 2006)

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

Towards a comprehensive treatment of repetitions, periodicity and temporal constraints in clinical guidelines. - Luca Anselma; Paolo Terenziani; Stefania Montani; Alessio Bottrighi (Artif. Intell. Medicine, 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)

Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications. - Stefania Montani; Luigi Portinale (Comput. Intell., 2006)

Exploiting decision theory concepts within clinical guideline systems: Toward a general approach. - Stefania Montani; Paolo Terenziani (Int. J. Intell. Syst., 2006)

Automatic Treatment of Temporal Issues in Clinical Guidelines in the GLARE System. - Luca Anselma; Paolo Terenziani; Stefania Montani; Alessio Bottrighi (MedInfo, 2007)

Supporting Therapy Selection in Computerized Clinical Guidelines by Means of Decision Theory. - Stefania Montani; Paolo Terenziani; Alessio Bottrighi (MedInfo, 2007)

Automatic Checking of the Correctness of Clinical Guidelines in GLARE. - Paolo Terenziani; Luca Anselma; Alessio Bottrighi; Laura Giordano 001; Stefania Montani (MedInfo, 2007)

Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool. - Luigi Portinale; Andrea Bobbio; Daniele Codetta Raiteri; Stefania Montani (BMA, 2007)

Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. - Stefania Montani; Luigi Portinale; Riccardo Bellazzi; Cristiana Larizza; Roberto Bellazzi (Advanced Computational Intelligence Paradigms in Healthcare (1), 2007)

Planning: Supporting and Optimizing Clinical Guidelines Execution. - Luca Anselma; Stefania Montani (Computer-based Medical Guidelines and Protocols, 2008)

Applying Artificial Intelligence to Clinical Guidelines: the GLARE Approach. - Paolo Terenziani; Stefania Montani; Alessio Bottrighi; Gianpaolo Molino; Mauro Torchio (Computer-based Medical Guidelines and Protocols, 2008)

Preface: CBR in the Health Sciences. - Isabelle Bichindaritz; Stefania Montani (ECCBR Workshops, 2008)

How to Use Contextual Knowledge in Medical CBR Systems: a Survey on Very Recent Trends. - Stefania Montani (ECCBR Workshops, 2008)

A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. - Luigi Portinale; Stefania Montani (ICTAI (2), 2008)

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)

Special issue on case-based reasoning in the health sciences. - Isabelle Bichindaritz; Stefania Montani; Luigi Portinale (Appl. Intell., 2008)

Exploring new roles for case-based reasoning in heterogeneous AI systems for medical decision support. - Stefania Montani (Appl. Intell., 2008)

Achieving self-healing in service delivery software systems by means of case-based reasoning. - Stefania Montani; Cosimo Anglano (Appl. Intell., 2008)

Special session on Bayesian networks in dependability. - Stefania Montani; Hichem Boudali (Reliab. Eng. Syst. Saf., 2008)

Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks. - Stefania Montani; Luigi Portinale; Andrea Bobbio; Daniele Codetta Raiteri (Reliab. Eng. Syst. Saf., 2008)

Modeling Clinical Guidelines through Petri Nets. - Marco Beccuti; Alessio Bottrighi; Giuliana Franceschinis; Stefania Montani; Paolo Terenziani (AIME, 2009)

A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance. - Alessio Bottrighi; Federico Chesani; Paola Mello; Gianpaolo Molino; Marco Montali; Stefania Montani; Sergio Storari; Paolo Terenziani; Mauro Torchio (AIME, 2009)

Analysis of the GLARE and GPROVE Approaches to Clinical Guidelines. - Alessio Bottrighi; Federico Chesani; Paola Mello; Marco Montali; Stefania Montani; Sergio Storari; Paolo Terenziani (KR4HC, 2009)

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)

Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences. - Isabelle Bichindaritz; Stefania Montani (Comput. Intell., 2009)

Case-Based Reasoning for Managing Noncompliance with Clinical Guidelines. - Stefania Montani (Comput. Intell., 2009)

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

An intensional approach to qualitative and quantitative periodicity-dependent temporal constraints. - Luca Anselma; Stefania Montani; Paolo Terenziani (Int. J. Intell. Syst., 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)

Case-Based Decision Support in Time Dependent Medical Domains. - Stefania Montani (IFIP AI, 2010)

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

Supporting Human Interaction and Human Resources Coordination in Distributed Clinical Guidelines. - Alessio Bottrighi; Mauro Torchio; Stefania Montani; Gianpaolo Molino; Paolo Terenziani (MedInfo, 2010)

Prototype-based management of business process exception cases. - Stefania Montani (Appl. Intell., 2010)

Adopting model checking techniques for clinical guidelines verification. - Alessio Bottrighi; Laura Giordano 001; Gianpaolo Molino; Stefania Montani; Paolo Terenziani; Mauro Torchio (Artif. Intell. Medicine, 2010)

Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks. - Luigi Portinale; Daniele Codetta Raiteri; Stefania Montani (Int. J. Approx. Reason., 2010)

Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge. - Alessio Bottrighi; Federico Chesani; Paola Mello; Marco Montali; Stefania Montani; Paolo Terenziani (Business Process Management Workshops (2), 2011)

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

Advances in case-based reasoning in the health sciences. - Isabelle Bichindaritz; Stefania Montani (Artif. Intell. Medicine, 2011)

How to use contextual knowledge in medical case-based reasoning systems: A survey on very recent trends. - Stefania Montani (Artif. Intell. Medicine, 2011)

Supporting Knowledge-Based Decision Making in the Medical Context: The GLARE Approach. - Luca Anselma; Alessio Bottrighi; Gianpaolo Molino; Stefania Montani; Paolo Terenziani; Mauro Torchio (Int. J. Knowl. Based Organ., 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)

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)

Report on the Eighteenth International Conference on Case-Based Reasoning. - Isabelle Bichindaritz; Stefania Montani (AI Mag., 2012)

Special section: Dependable system modelling and analysis. - Andrea Bobbio; Maria Pia Fanti; Stefania Montani (Eng. Appl. Artif. Intell., 2012)

A dynamic Bayesian network based framework to evaluate cascading effects in a power grid. - Daniele Codetta Raiteri; Andrea Bobbio; Stefania Montani; Luigi Portinale (Eng. Appl. Artif. Intell., 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)

Towards a Second Generation of Computer Interpretable Guidelines. - Paolo Terenziani; Alessio Bottrighi; Laura Giordano 001; Giuliana Franceschinis; Stefania Montani; Luigi Portinale; Daniele Theseider Dupré (DATA, 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 a distributed execution of clinical guidelines. - Alessio Bottrighi; Gianpaolo Molino; Stefania Montani; Paolo Terenziani; Mauro Torchio (Comput. Methods Programs Biomed., 2013)

Managing proposals and evaluations of updates to medical knowledge: Theory and applications. - Luca Anselma; Alessio Bottrighi; Stefania Montani; Paolo Terenziani (J. Biomed. Informatics, 2013)

Extending BCDM to Cope with Proposals and Evaluations of Updates. - Luca Anselma; Alessio Bottrighi; Stefania Montani; Paolo Terenziani (IEEE Trans. Knowl. Data Eng., 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)

Advances in the GINSENG Project. - Paolo Terenziani; Alessio Bottrighi; Laura Giordano 001; Giuliana Franceschinis; Stefania Montani; Luca Piovesan; Luigi Portinale; Stefania Rubrichi; Matteo Spiotta; Daniele Theseider Dupré (ICHI, 2014)

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)

Preface for the special section on case-based reasoning in the health sciences. - Isabelle Bichindaritz; Cindy Marling; Stefania Montani (Expert Syst. Appl., 2014)

Synergistic case-based reasoning in medical domains. - Cindy Marling; Stefania Montani; Isabelle Bichindaritz; Peter Funk 001 (Expert Syst. Appl., 2014)

Process-oriented case-based reasoning. - Mirjam Minor; Stefania Montani; Juan A. Recio-García (Inf. Syst., 2014)

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

A Hybrid Approach to the Verification of Computer Interpretable Guidelines. - Luca Anselma; Alessio Bottrighi; Laura Giordano 001; Arjen Hommersom; Gianpaolo Molino; Stefania Montani; Paolo Terenziani; Mauro Torchio (Foundations of Biomedical Knowledge Representation, 2015)

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)

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)

TEEM: A Mobile App for Technology-Enhanced Emergency Management. - Massimo Canonico; Stefania Montani; Manuel Striani (HealthyIoT, 2016)

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

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

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)

Recent Themes in Case-Based Reasoning and Knowledge Discovery. - Isabelle Bichindaritz; Cindy Marling; Stefania Montani (FLAIRS, 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)

A telemedicine support for improving medical emergency management. - Massimo Canonico; Stefania Montani; Manuel Striani (EAI Endorsed Trans. Ambient Syst., 2017)

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

TEEM: Technology-Enhanced Emergency Management for Supporting Data Communication During Patient Transportation. - Massimo Canonico; Stefania Montani; Diego Gazzolo; Mariachiara Strozzi; Manuel Striani (Int. J. Mob. Comput. Multim. Commun., 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)

Workshop preface. - Isabelle Bichindaritz; Stefania Montani (ICCBR Workshops, 2019)

Workshop preface. - Miltos Petridis; Mirjam Minor; Stefania Montani; Odd Erik Gundersen (ICCBR Workshops, 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)

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)

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

NRTS: A Client-Server Architecture for Supporting Education in a Neonatal Resuscitation Simulation Scenario. - Massimo Canonico; Stefania Montani; Manuel Striani (EFMI-STC, 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)

Comprehensive Neonatal Resuscitation Course: Integrating High-Fidelity Simulation and Novapp for Enhanced Performance Evaluation (short paper). - Massimo Canonico; Roberta Cinquatti; Stefania Montani; Davide Spatola; Manuel Striani (edu4AI@AI*IA, 2024)

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

Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work. - Christopher Irwin; Flavio Mignone; Stefania Montani; Luigi Portinale (CoRR, 2024)

Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data. - Christopher Irwin; Flavio Mignone; Stefania Montani; Luigi Portinale (AIME (1), 2025)

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)