Stefania Montani

Luca Anselma, Alessio Bottrighi, Stefania Montani, Paolo Terenziani: Managing proposals and evaluations of updates to medical knowledge: Theory and applications. Journal of Biomedical Informatics 46(2): 363-376 (2013)

Luca Anselma, Alessio Bottrighi, Stefania Montani, Paolo Terenziani: Extending BCDM to Cope with Proposals and Evaluations of Updates. IEEE Trans. Knowl. Data Eng. 25(3): 556-570 (2013)

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)

Isabelle Bichindaritz, Stefania Montani: Report on the Eighteenth International Conference on Case-Based Reasoning. AI Magazine 33(1) (2012)

Andrea Bobbio, Maria Pia Fanti, Stefania Montani: Special section: Dependable system modelling and analysis. Eng. Appl. of AI 25(4): 669-670 (2012)

Daniele Codetta Raiteri, Andrea Bobbio, Stefania Montani, Luigi Portinale: A dynamic Bayesian network based framework to evaluate cascading effects in a power grid. Eng. Appl. of AI 25(4): 683-697 (2012)

Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani: Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC 2012: 154-167

Stefania Montani, Giorgio Leonardi: Retrieval and Clustering for Business Process Monitoring: Results and Improvements. ICCBR 2012: 269-283

Andrea Bobbio, Stefania Montani, Luigi Portinale: Parametric Dependability Analysis through Probabilistic Horn Abduction. CoRR abs/1212.2446 (2012)

Isabelle Bichindaritz, Stefania Montani: Advances in case-based reasoning in the health sciences. Artificial Intelligence in Medicine 51(2): 75-79 (2011)

Stefania Montani: How to use contextual knowledge in medical case-based reasoning systems: A survey on very recent trends. Artificial Intelligence in Medicine 51(2): 125-131 (2011)

Luca Anselma, Alessio Bottrighi, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio: Supporting Knowledge-Based Decision Making in the Medical Context: The GLARE Approach. IJKBO 1(1): 42-60 (2011)

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. T. Large-Scale Data- and Knowledge-Centered Systems 4: 124-147 (2011)

Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Paolo Terenziani: Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge. Business Process Management Workshops (2) 2011: 200-211

Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco: Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria. ICTAI 2011: 17-24

Stefania Montani: Prototype-based management of business process exception cases. Appl. Intell. 33(3): 278-290 (2010)

Alessio Bottrighi, Laura Giordano, Gianpaolo Molino, Stefania Montani, Paolo Terenziani, Mauro Torchio: Adopting model checking techniques for clinical guidelines verification. Artificial Intelligence in Medicine 48(1): 1-19 (2010)

Luigi Portinale, Daniele Codetta Raiteri, Stefania Montani: Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks. Int. J. Approx. Reasoning 51(2): 179-195 (2010)

Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani: Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. ICCBR 2010: 36-50

Isabelle Bichindaritz, Stefania Montani (Eds.): Case-Based Reasoning. Research and Development, 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria, Italy, July 19-22, 2010. Proceedings. Lecture Notes in Computer Science 6176, Springer 2010, isbn 978-3-642-14273-4

Isabelle Bichindaritz, Stefania Montani: Introduction to the Special Issue on Case-Based Reasoning in the Health Sciences. Computational Intelligence 25(3): 161-164 (2009)

Stefania Montani: Case-Based Reasoning for Managing Noncompliance with Clinical Guidelines. Computational Intelligence 25(3): 196-213 (2009)

Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale: A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. Computational Intelligence 25(3): 235-249 (2009)

Luca Anselma, Stefania Montani, Paolo Terenziani: An intensional approach to qualitative and quantitative periodicity-dependent temporal constraints. Int. J. Intell. Syst. 24(8): 902-918 (2009)

Marco Beccuti, Alessio Bottrighi, Giuliana Franceschinis, Stefania Montani, Paolo Terenziani: Modeling Clinical Guidelines through Petri Nets. AIME 2009: 61-70

Alessio Bottrighi, Federico Chesani, Paola Mello, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani: Analysis of the GLARE and GPROVE Approaches to Clinical Guidelines. KR4HC 2009: 76-87

Alessio Bottrighi, Federico Chesani, Paola Mello, Gianpaolo Molino, Marco Montali, Stefania Montani, Sergio Storari, Paolo Terenziani, Mauro Torchio: A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance. AIME 2009: 91-95

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

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

Stefania Montani, Cosimo Anglano: Achieving self-healing in service delivery software systems by means of case-based reasoning. Appl. Intell. 28(2): 139-152 (2008)

Isabelle Bichindaritz, Stefania Montani, Luigi Portinale: Special issue on case-based reasoning in the health sciences. Appl. Intell. 28(3): 207-209 (2008)

Stefania Montani: Exploring new roles for case-based reasoning in heterogeneous AI systems for medical decision support. Appl. Intell. 28(3): 275-285 (2008)

Stefania Montani, Hichem Boudali: Special session on Bayesian networks in dependability. Rel. Eng. & Sys. Safety 93(7): 921 (2008)

Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri: Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks. Rel. Eng. & Sys. Safety 93(7): 922-932 (2008)

Isabelle Bichindaritz, Stefania Montani: Preface: CBR in the Health Sciences. ECCBR Workshops 2008: 55-56

Stefania Montani: How to Use Contextual Knowledge in Medical CBR Systems: a Survey on Very Recent Trends. ECCBR Workshops 2008: 79-88

Luigi Portinale, Stefania Montani: A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. ICTAI (2) 2008: 241-245

Giorgio Leonardi, Alessio Bottrighi, Stefania Montani, Luigi Portinale: Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR. Industrial Conference on Data Mining - Posters and Workshops 2008: 154-168

Paolo Terenziani, Luca Anselma, Alessio Bottrighi, Laura Giordano, Stefania Montani: Automatic Checking of the Correctness of Clinical Guidelines in GLARE. MedInfo 2007: 807-811

Stefania Montani, Paolo Terenziani, Alessio Bottrighi: Supporting Therapy Selection in Computerized Clinical Guidelines by Means of Decision Theory. MedInfo 2007: 855-860

Luca Anselma, Paolo Terenziani, Stefania Montani, Alessio Bottrighi: Automatic Treatment of Temporal Issues in Clinical Guidelines in the GLARE System. MedInfo 2007: 935-940

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

Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi: Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. Advanced Computational Intelligence Paradigms in Healthcare (1) 2007: 89-112

Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi: Case-based retrieval to support the treatment of end stage renal failure patients. Artificial Intelligence in Medicine 37(1): 31-42 (2006)

Luca Anselma, Paolo Terenziani, Stefania Montani, Alessio Bottrighi: Towards a comprehensive treatment of repetitions, periodicity and temporal constraints in clinical guidelines. Artificial Intelligence in Medicine 38(2): 171-195 (2006)

Stefania Montani, Luigi Portinale: Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications. Computational Intelligence 22(3-4): 208-223 (2006)

Stefania Montani, Paolo Terenziani: Exploiting decision theory concepts within clinical guideline systems: Toward a general approach. Int. J. Intell. Syst. 21(6): 585-599 (2006)

Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri: Automatically Translating Dynamic Fault Trees into Dynamic Bayesian Networks by Means of a Software Tool. ARES 2006: 804-809

Stefania Montani, Cosimo Anglano: Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems. ECCBR 2006: 489-503

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

Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi: Case Retrieval with Time Series Features. Intelligenza Artificiale 2(2): 15-23 (2005)

Paolo Terenziani, Luca Anselma, Stefania Montani: Periodicity-Based Temporal Constraints. AI*IA 2005: 62-65

Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Gianluca Correndo: Managing Clinical Guidelines Contextualization in the GLARE System. AI*IA 2005: 454-465

Stefania Montani, Paolo Terenziani, Alessio Bottrighi: Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines. AIME 2005: 136-140

Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio: Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues. AIME 2005: 151-155

Stefania Montani, Luigi Portinale: Case Based Representation and Retrieval with Time Dependent Features. ICCBR 2005: 353-367

Cosimo Anglano, Stefania Montani: Achieving Self-Healing in Autonomic Software Systems: a Case-Based Reasoning Approach. SOAS 2005: 267-281

Laura Giordano, Alberto Martelli, Paolo Terenziani, Alessio Bottrighi, Stefania Montani: A Temporal Approach to the Specification and Verification of Interaction Protocols. WOA 2005: 171-176

Stefania Montani, Paolo Terenziani: Mapping Clinical Guidelines Representation Primitives to Decision Theory Concepts. ECAI 2004: 1063-1064

Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi: RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR 2004: 659-672

Stefania Montani, Paolo Magni, Riccardo Bellazzi, Cristiana Larizza, Abdul V. Roudsari, Ewart R. Carson: Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients. Artificial Intelligence in Medicine 29(1-2): 131-151 (2003)

Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino, Luca Anselma, Gianluca Correndo: Applying Artificial Intelligence to Clinical Guidelines: The GLARE Approach. AI*IA 2003: 536-547

Andrea Bobbio, Stefania Montani, Luigi Portinale: Parametric Dependability Analysis through Probabilistic Horn Abduction. UAI 2003: 65-72

Riccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d'Annunzio, R. Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués: A telemedicine support for diabetes management: the T-IDDM project. Computer Methods and Programs in Biomedicine 69(2): 147-161 (2002)

Stefania Montani, Riccardo Bellazzi: Supporting decisions in medical applications: the knowledge management perspective. I. J. Medical Informatics 68(1-3): 79-90 (2002)

Luigi Portinale, Stefania Montani: A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs. ECCBR 2002: 321-335

Paolo Terenziani, Carlo Carlini, Stefania Montani: Towards a Comprehensive Treatment of Temporal Constraints in Clinical Guidelines. TIME 2002: 20-27

Riccardo Bellazzi, Stefania Montani, Alberto Riva, Mario Stefanelli: Web-based telemedicine systems for home-care: technical issues and experiences. Computer Methods and Programs in Biomedicine 64(3): 175-187 (2001)

Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl: Cased-Based Reasoning for medical knowledge-based systems. I. J. Medical Informatics 64(2-3): 355-367 (2001)

Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi: Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. AIME 2001: 121-130

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Mario Stefanelli: Intelligent analysis of clinical time series: an application in the diabetes mellitus domain. Artificial Intelligence in Medicine 20(1): 37-57 (2000)

Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d'Annunzio, Stefano Fiocchi, Mario Stefanelli: Diabetic patients management exploiting case-based reasoning techniques. Computer Methods and Programs in Biomedicine 62(3): 205-218 (2000)

Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli: A multi-modal reasoning methodology for managing IDDM patients. I. J. Medical Informatics 58: 243-256 (2000)

Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli: Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. ECAI 2000: 716-720

Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli: Evaluating a Multi-modal Reasoning Sytem in Diabetes Care. EWCBR 2000: 467-478

Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli: Multi-modal Reasoning in Diabetic Patient Management. AIMDM 1999: 113-123

Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Giuseppe De Nicolao: Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions. AIMDM 1999: 261-270

Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva: Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR 1999: 386-400

Riccardo Bellazzi, Stefania Montani, Luigi Portinale: Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR 1998: 64-75