Stefania Montani

164 papers A 3B 14C 12Misc 12Journal 61Unranked 54

Year	Rank	Type	Title / Venue / Authors
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`	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
2025	—	`conf`	Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data. AIME (1) Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale
2025	J	`jnl`	SCRATCH-AI: A Tool to Predict Honey Wound Healing Properties. Inf. Simona Martinotti, Stefania Montani, Elia Ranzato, Manuel Striani
2024	—	`conf`	Comprehensive Neonatal Resuscitation Course: Integrating High-Fidelity Simulation and Novapp for Enhanced Performance Evaluation (short paper). edu4AI@AI*IA Massimo Canonico, Roberta Cinquatti, Stefania Montani, Davide Spatola, Manuel Striani
2024	J	`jnl`	Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work. CoRR Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale
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	B	`conf`	Improving Stroke Trace Classification Explainability Through Counterexamples. AIME Giorgio Leonardi, Stefania Montani, Manuel Striani
2023	—	`conf`	NRTS: A Client-Server Architecture for Supporting Education in a Neonatal Resuscitation Simulation Scenario. EFMI-STC Massimo Canonico, 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	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	—	`ed.`	Artificial Intelligence in Health - First International Workshop, AIH@IJCAI 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers AIH@IJCAI (Revised Selected Papers) Fernando Koch, Andrew Koster, David Riaño, Sara Montagna, Michael Schumacher, Annette ten Teije, Christian Guttmann, Manfred Reichert, Isabelle Bichindaritz, Pau Herrero, Richard Lenz, Beatriz López, Cindy Marling, Clare Martin, Stefania Montani, Nirmalie Wiratunga
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
2019	—	`conf`	Workshop preface. ICCBR Workshops Isabelle Bichindaritz, Stefania Montani
2019	—	`conf`	Workshop preface. ICCBR Workshops Miltos Petridis, Mirjam Minor, Stefania Montani, Odd Erik Gundersen
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
2018	—	`ed.`	Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), co-located with AAMAS 2018, ICML 2018, IJCAI 2018 and ICCBR 2018, Stockholm, Sweden, July 13-14, 2018. AIH@IJCAI Isabelle Bichindaritz, Christian Guttmann, Pau Herrero, Fernando Koch, Andrew Koster, Richard Lenz, Beatriz López Ibáñez, Cindy Marling, Clare Martin, Sara Montagna, Stefania Montani, Manfred Reichert, David Riaño, Michael Ignaz Schumacher, Annette ten Teije, Nirmalie Wiratunga
2017	J	`jnl`	A telemedicine support for improving medical emergency management. EAI Endorsed Trans. Ambient Syst. Massimo Canonico, Stefania Montani, Manuel Striani
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	Misc	`conf`	Recent Themes in Case-Based Reasoning and Knowledge Discovery. FLAIRS Isabelle Bichindaritz, Cindy Marling, Stefania Montani
2017	C	`conf`	Semantic Trace Comparison at Multiple Levels of Abstraction. ICCBR Stefania Montani, Manuel Striani, Silvana Quaglini, Anna Cavallini, Giorgio Leonardi
2017	J	`jnl`	TEEM: Technology-Enhanced Emergency Management for Supporting Data Communication During Patient Transportation. Int. J. Mob. Comput. Multim. Commun. Massimo Canonico, Stefania Montani, Diego Gazzolo, Mariachiara Strozzi, Manuel Striani
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`	TEEM: A Mobile App for Technology-Enhanced Emergency Management. HealthyIoT Massimo Canonico, Stefania Montani, Manuel Striani
2016	J	`jnl`	Trace retrieval for business process operational support. Expert Syst. Appl. Alessio Bottrighi, Luca Canensi, Giorgio Leonardi, Stefania Montani, Paolo Terenziani
2015	—	`ch.`	A Hybrid Approach to the Verification of Computer Interpretable Guidelines. Foundations of Biomedical Knowledge Representation Luca Anselma, Alessio Bottrighi, Laura Giordano, Arjen Hommersom, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio
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	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	—	`conf`	Advances in the GINSENG Project. ICHI Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luca Piovesan, Luigi Portinale, Stefania Rubrichi, Matteo Spiotta, Daniele Theseider Dupré
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`	Preface for the special section on case-based reasoning in the health sciences. Expert Syst. Appl. Isabelle Bichindaritz, Cindy Marling, Stefania Montani
2014	J	`jnl`	Process-oriented case-based reasoning. Inf. Syst. Mirjam Minor, Stefania Montani, Juan A. Recio-García
2014	J	`jnl`	Retrieval and clustering for supporting business process adjustment and analysis. Inf. Syst. Stefania Montani, Giorgio Leonardi
2014	J	`jnl`	Synergistic case-based reasoning in medical domains. Expert Syst. Appl. Cindy Marling, Stefania Montani, Isabelle Bichindaritz, Peter Funk
2013	J	`jnl`	Extending BCDM to Cope with Proposals and Evaluations of Updates. IEEE Trans. Knowl. Data Eng. Luca Anselma, Alessio Bottrighi, Stefania Montani, Paolo Terenziani
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	J	`jnl`	Managing proposals and evaluations of updates to medical knowledge: Theory and applications. J. Biomed. Informatics Luca Anselma, Alessio Bottrighi, Stefania Montani, Paolo Terenziani
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	—	`ed.`	Proceedings of the Workshop AI Meets Business Processes 2013 co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AIIA 2013), Turin, Italy, December 6, 2013. AIBP@AIIA Laura Giordano, Stefania Montani, Daniele Theseider Dupré
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
2013	J	`jnl`	Supporting a distributed execution of clinical guidelines. Comput. Methods Programs Biomed. Alessio Bottrighi, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio
2013	C	`conf`	Towards a Second Generation of Computer Interpretable Guidelines. DATA Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luigi Portinale, Daniele Theseider Dupré
2012	J	`jnl`	A dynamic Bayesian network based framework to evaluate cascading effects in a power grid. Eng. Appl. Artif. Intell. Daniele Codetta Raiteri, Andrea Bobbio, Stefania Montani, Luigi Portinale
2012	—	`conf`	Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
2012	J	`jnl`	Parametric Dependability Analysis through Probabilistic Horn Abduction CoRR Andrea Bobbio, Stefania Montani, Luigi Portinale
2012	J	`jnl`	Report on the Eighteenth International Conference on Case-Based Reasoning. AI Mag. Isabelle Bichindaritz, Stefania Montani
2012	C	`conf`	Retrieval and Clustering for Business Process Monitoring: Results and Improvements. ICCBR Stefania Montani, Giorgio Leonardi
2012	J	`jnl`	Special section: Dependable system modelling and analysis. Eng. Appl. Artif. Intell. Andrea Bobbio, Maria Pia Fanti, Stefania Montani
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	J	`jnl`	Advances in case-based reasoning in the health sciences. Artif. Intell. Medicine Isabelle Bichindaritz, Stefania Montani
2011	—	`conf`	Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge. Business Process Management Workshops (2) Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Paolo Terenziani
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	J	`jnl`	How to use contextual knowledge in medical case-based reasoning systems: A survey on very recent trends. Artif. Intell. Medicine Stefania Montani
2011	J	`jnl`	Supporting Knowledge-Based Decision Making in the Medical Context: The GLARE Approach. Int. J. Knowl. Based Organ. Luca Anselma, Alessio Bottrighi, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio
2010	—	`conf`	A Case-Based Approach to Business Process Monitoring. IFIP AI Stefania Montani, Giorgio Leonardi
2010	J	`jnl`	Adopting model checking techniques for clinical guidelines verification. Artif. Intell. Medicine Alessio Bottrighi, Laura Giordano, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio
2010	—	`conf`	Case-Based Decision Support in Time Dependent Medical Domains. IFIP AI Stefania Montani
2010	C	`ed.`	Case-Based Reasoning. Research and Development, 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria, Italy, July 19-22, 2010. Proceedings ICCBR Isabelle Bichindaritz, Stefania Montani
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
2010	J	`jnl`	Prototype-based management of business process exception cases. Appl. Intell. Stefania Montani
2010	—	`conf`	Supporting Human Interaction and Human Resources Coordination in Distributed Clinical Guidelines. MedInfo Alessio Bottrighi, Mauro Torchio, Stefania Montani, Gianpaolo Molino, Paolo Terenziani
2010	J	`jnl`	Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks. Int. J. Approx. Reason. Luigi Portinale, Daniele Codetta Raiteri, Stefania Montani
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`	A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance. AIME Alessio Bottrighi, Federico Chesani, Paola Mello, Gianpaolo Molino, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani, Mauro Torchio
2009	J	`jnl`	An intensional approach to qualitative and quantitative periodicity-dependent temporal constraints. Int. J. Intell. Syst. Luca Anselma, Stefania Montani, Paolo Terenziani
2009	—	`conf`	Analysis of the GLARE and GPROVE Approaches to Clinical Guidelines. KR4HC Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani
2009	J	`jnl`	Case-Based Reasoning for Managing Noncompliance with Clinical Guidelines. Comput. Intell. Stefania Montani
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	J	`jnl`	Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences. Comput. Intell. Isabelle Bichindaritz, Stefania Montani
2009	B	`conf`	Modeling Clinical Guidelines through Petri Nets. AIME Marco Beccuti, Alessio Bottrighi, Giuliana Franceschinis, Stefania Montani, Paolo Terenziani
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`	A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. ICTAI (2) Luigi Portinale, Stefania Montani
2008	J	`jnl`	Achieving self-healing in service delivery software systems by means of case-based reasoning. Appl. Intell. Stefania Montani, Cosimo Anglano
2008	—	`ch.`	Applying Artificial Intelligence to Clinical Guidelines: the GLARE Approach. Computer-based Medical Guidelines and Protocols Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio
2008	J	`jnl`	Exploring new roles for case-based reasoning in heterogeneous AI systems for medical decision support. Appl. Intell. Stefania Montani
2008	—	`conf`	How to Use Contextual Knowledge in Medical CBR Systems: a Survey on Very Recent Trends. ECCBR Workshops Stefania Montani
2008	—	`ch.`	Planning: Supporting and Optimizing Clinical Guidelines Execution. Computer-based Medical Guidelines and Protocols Luca Anselma, Stefania Montani
2008	—	`conf`	Preface: CBR in the Health Sciences. ECCBR Workshops Isabelle Bichindaritz, Stefania Montani
2008	J	`jnl`	Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks. Reliab. Eng. Syst. Saf. Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri
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
2008	J	`jnl`	Special issue on case-based reasoning in the health sciences. Appl. Intell. Isabelle Bichindaritz, Stefania Montani, Luigi Portinale
2008	J	`jnl`	Special session on Bayesian networks in dependability. Reliab. Eng. Syst. Saf. Stefania Montani, Hichem Boudali
2007	—	`ch.`	Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. Advanced Computational Intelligence Paradigms in Healthcare (1) Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi
2007	—	`conf`	Automatic Checking of the Correctness of Clinical Guidelines in GLARE. MedInfo Paolo Terenziani, Luca Anselma, Alessio Bottrighi, Laura Giordano, Stefania Montani
2007	—	`conf`	Automatic Treatment of Temporal Issues in Clinical Guidelines in the GLARE System. MedInfo Luca Anselma, Paolo Terenziani, Stefania Montani, Alessio Bottrighi
2007	—	`conf`	Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool. BMA Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri, Stefania Montani
2007	—	`conf`	Supporting Therapy Selection in Computerized Clinical Guidelines by Means of Decision Theory. MedInfo Stefania Montani, Paolo Terenziani, Alessio Bottrighi
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`	Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications. Comput. Intell. Stefania Montani, Luigi Portinale
2006	Misc	`conf`	Advanced treatment of temporal phenomena in clinical guidelines. AMIA Paolo Terenziani, Luca Anselma, Alessio Bottrighi, Stefania Montani
2006	B	`conf`	Automatically Translating Dynamic Fault Trees into Dynamic Bayesian Networks by Means of a Software Tool. ARES Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri
2006	—	`conf`	Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems. ECCBR Stefania Montani, Cosimo Anglano
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
2006	Misc	`conf`	Clinical Guidelines Contextualization in GLARE. AMIA Alessio Bottrighi, Paolo Terenziani, Stefania Montani, Mauro Torchio, Gianpaolo Molino
2006	J	`jnl`	Exploiting decision theory concepts within clinical guideline systems: Toward a general approach. Int. J. Intell. Syst. Stefania Montani, Paolo Terenziani
2006	Misc	`conf`	GLARE: a Domain-Independent System for Acquiring, Representing and Executing Clinical Guidelines. AMIA Gianpaolo Molino, Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio
2006	Misc	`conf`	Model Checking for Clinical Guidelines: an Agent-based Approach. AMIA Laura Giordano, Paolo Terenziani, Alessio Bottrighi, Stefania Montani, Loredana Donzella
2006	J	`jnl`	Towards a comprehensive treatment of repetitions, periodicity and temporal constraints in clinical guidelines. Artif. Intell. Medicine Luca Anselma, Paolo Terenziani, Stefania Montani, Alessio Bottrighi
2005	—	`conf`	A Temporal Approach to the Specification and Verification of Interaction Protocols. WOA Laura Giordano, Alberto Martelli, Paolo Terenziani, Alessio Bottrighi, Stefania Montani
2005	—	`conf`	Achieving Self-Healing in Autonomic Software Systems: a Case-Based Reasoning Approach. SOAS Cosimo Anglano, Stefania Montani
2005	C	`conf`	Case Based Representation and Retrieval with Time Dependent Features. ICCBR Stefania Montani, Luigi Portinale
2005	J	`jnl`	Case Retrieval with Time Series Features. Intelligenza Artificiale Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
2005	B	`conf`	Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues. AIME Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio
2005	B	`conf`	Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines. AIME Stefania Montani, Paolo Terenziani, Alessio Bottrighi
2005	—	`conf`	Managing Clinical Guidelines Contextualization in the GLARE System. AI*IA Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Gianluca Correndo
2005	—	`conf`	Periodicity-Based Temporal Constraints. AI*IA Paolo Terenziani, Luca Anselma, Stefania Montani
2004	—	`conf`	A Context-Adaptable Approach to Clinical Guidelines. MedInfo Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Gianluca Correndo
2004	A	`conf`	Mapping Clinical Guidelines Representation Primitives to Decision Theory Concepts. ECAI Stefania Montani, Paolo Terenziani
2004	—	`conf`	RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
2004	—	`conf`	The GLARE Approach to Clinical Guidelines: Main Features. CGP Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Gianluca Correndo
2003	—	`conf`	Applying Artificial Intelligence to Clinical Guidelines: The GLARE Approach. AI*IA Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Luca Anselma, Gianluca Correndo
2003	J	`jnl`	Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients. Artif. Intell. Medicine Stefania Montani, Paolo Magni, Riccardo Bellazzi, Cristiana Larizza, Abdul V. Roudsari, Ewart R. Carson
2003	A	`conf`	Parametric Dependability Analysis through Probabilistic Horn Abduction. UAI Andrea Bobbio, Stefania Montani, Luigi Portinale
2003	Misc	`conf`	Temporal Consistency Checking in Clinical Guidelines Acquisition and Execution: the GLARE's Approach. AMIA Paolo Terenziani, Stefania Montani, Mauro Torchio, Gianpaolo Molino, Luca Anselma
2002	—	`conf`	A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs. ECCBR Luigi Portinale, Stefania Montani
2002	J	`jnl`	A telemedicine support for diabetes management: the T-IDDM project. Comput. Methods Programs Biomed. Riccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d'Annunzio, Renata Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués
2002	J	`jnl`	Supporting decisions in medical applications: the knowledge management perspective. Int. J. Medical Informatics Stefania Montani, Riccardo Bellazzi
2002	Misc	`conf`	Supporting physicians in taking decisions in clinical guidelines: the GLARE "what if" facility. AMIA Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino
2002	C	`conf`	Towards a Comprehensive Treatment of Temporal Constraints in Clinical Guidelines. TIME Paolo Terenziani, Carlo Carlini, Stefania Montani
2001	J	`jnl`	Cased-Based Reasoning for medical knowledge-based systems. Int. J. Medical Informatics Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl
2001	B	`conf`	Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. AIME Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi
2001	—	`conf`	Intelligent Knowledge Retrieval for Decision Support in Medical Applications. MedInfo Stefania Montani, Riccardo Bellazzi
2001	Misc	`conf`	Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web. AMIA Riccardo Bellazzi, Stefania Montani, M. Arcelloni, Pasquale De Cata, Carmine Gazzaruso, R. Giacchero, Pietro Fratino
2001	J	`jnl`	Web-based telemedicine systems for home-care: technical issues and experiences. Comput. Methods Programs Biomed. Riccardo Bellazzi, Stefania Montani, Alberto Riva, Mario Stefanelli
2000	J	`jnl`	A multi-modal reasoning methodology for managing IDDM patients. Int. J. Medical Informatics Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
2000	A	`conf`	Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. ECAI Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli
2000	J	`jnl`	Diabetic patients management exploiting case-based reasoning techniques. Comput. Methods Programs Biomed. Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d'Annunzio, Stefano Fiocchi, Mario Stefanelli
2000	—	`conf`	Evaluating a Multi-modal Reasoning System in Diabetes Care. EWCBR Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
2000	Misc	`conf`	Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study. AMIA Stefania Montani, Riccardo Bellazzi
2000	J	`jnl`	Intelligent analysis of clinical time series: an application in the diabetes mellitus domain. Artif. Intell. Medicine Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Mario Stefanelli
1999	—	`conf`	Application Report: Preliminary Evaluation of the T-IDDM Project in Pavia. MIE Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, M. Bestazza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, Mario Stefanelli
1999	C	`conf`	Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva
1999	Misc	`conf`	Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients. AMIA Stefania Montani, Riccardo Bellazzi
1999	—	`conf`	Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions. AIMDM Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Giuseppe De Nicolao
1999	—	`conf`	Multi-modal Reasoning in Diabetic Patient Management. AIMDM Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli
1999	J	`jnl`	Protocol-based reasoning in diabetic patient management. Int. J. Medical Informatics Stefania Montani, Riccardo Bellazzi, Cristiana Larizza, Alberto Riva, Giuseppe d'Annunzio, Stefano Fiocchi, Renata Lorini, Mario Stefanelli
1999	—	`conf`	Supporting decisions in diabetic patients management through Case-Based retrieval. MIE Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Stefano Fiocchi, Giuseppe d'Annunzio, Mario Stefanelli
1998	Misc	`conf`	A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure. AMIA Riccardo Bellazzi, Alberto Riva, Stefania Montani, Cristiana Larizza, Stefano Fiocchi, Giuseppe d'Annunzio, Renata Lorini, A. Monteforte, Mario Stefanelli
1998	—	`conf`	Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR Riccardo Bellazzi, Stefania Montani, Luigi Portinale