Stefania Montani
Orcid: 0000-0002-5992-6735Affiliations:
- University of Eastern Piedmont, Alessandria, Italy
 
  According to our database1,
  Stefania Montani
  authored at least 152 papers
  between 1998 and 2025.
  
  
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
- 
    on zbmath.org
 - 
    on orcid.org
 - 
    on d-nb.info
 
On csauthors.net:
Bibliography
  2025
    CoRR, August, 2025
    
  
    Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025
    
  
    Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025
    
  
  2024
    CoRR, 2024
    
  
    Proceedings of the 2024 9th International Conference on Information and Education Innovations, 2024
    
  
Comprehensive Neonatal Resuscitation Course: Integrating High-Fidelity Simulation and Novapp for Enhanced Performance Evaluation (short paper).
    
  
    Proceedings of the 1st International Workshop on Education for Artificial Intelligence co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024
    
  
  2023
Applying the SIM Tool in Clinical Practice: a Case Study in Neonatal Resuscitation Simulation.
    
  
    Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
    
  
NRTS: A Client-Server Architecture for Supporting Education in a Neonatal Resuscitation Simulation Scenario.
    
  
    Proceedings of the Telehealth Ecosystems in Practice, 2023
    
  
    Proceedings of the Artificial Intelligence in Medicine, 2023
    
  
Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring.
    
  
    Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023
    
  
  2022
    Int. J. Knowl. Based Intell. Eng. Syst., 2022
    
  
    J. Biomed. Informatics, 2022
    
  
    Future Internet, 2022
    
  
    Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022
    
  
  2021
    Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021
    
  
  2020
    Proceedings of the Case-Based Reasoning Research and Development, 2020
    
  
Deep Feature Extraction for Representing and Classifying Time Series Cases: Towards an Interpretable Approach in Haemodialysis.
    
  
    Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020
    
  
  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
    
  
    Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019
    
  
    Proceedings of the Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), 2019
    
  
    Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019
    
  
  2018
Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison.
    
  
    J. Biomed. Informatics, 2018
    
  
    Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018
    
  
  2017
TEEM: Technology-Enhanced Emergency Management for Supporting Data Communication During Patient Transportation.
    
  
    Int. J. Mob. Comput. Multim. Commun., 2017
    
  
    Expert Syst. Appl., 2017
    
  
    EAI Endorsed Trans. Ambient Syst., 2017
    
  
    Proceedings of the Data-Driven Process Discovery and Analysis, 2017
    
  
    Proceedings of the Case-Based Reasoning Research and Development, 2017
    
  
    Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
    
  
    Proceedings of the Artificial Intelligence in Medicine, 2017
    
  
    Proceedings of the Artificial Intelligence in Medicine, 2017
    
  
  2016
    Proceedings of the Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31, 2016
    
  
    Proceedings of the Internet of Things Technologies for HealthCare, 2016
    
  
  2015
    Expert Syst. Appl., 2015
    
  
    Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015
    
  
    Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015
    
  
    Proceedings of the Foundations of Biomedical Knowledge Representation, 2015
    
  
  2014
    Inf. Syst., 2014
    
  
    Expert Syst. Appl., 2014
    
  
Improving structural medical process comparison by exploiting domain knowledge and mined information.
    
  
    Artif. Intell. Medicine, 2014
    
  
    Proceedings of the Knowledge Representation for Health Care - 6th International Workshop, 2014
    
  
    Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
    
  
  2013
Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series.
    
  
    IEEE Trans. Knowl. Data Eng., 2013
    
  
    IEEE Trans. Knowl. Data Eng., 2013
    
  
Managing proposals and evaluations of updates to medical knowledge: Theory and applications.
    
  
    J. Biomed. Informatics, 2013
    
  
    Comput. Methods Programs Biomed., 2013
    
  
    Proceedings of the Case-Based Reasoning Research and Development, 2013
    
  
    Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013
    
  
    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
A dynamic Bayesian network based framework to evaluate cascading effects in a power grid.
    
  
    Eng. Appl. Artif. Intell., 2012
    
  
    Eng. Appl. Artif. Intell., 2012
    
  
    AI Mag., 2012
    
  
    Proceedings of the Case-Based Reasoning Research and Development, 2012
    
  
    Proceedings of the Process Support and Knowledge Representation in Health Care, 2012
    
  
  2011
    Trans. Large Scale Data Knowl. Centered Syst., 2011
    
  
Supporting Knowledge-Based Decision Making in the Medical Context: The GLARE Approach.
    
  
    Int. J. Knowl. Based Organ., 2011
    
  
How to use contextual knowledge in medical case-based reasoning systems: A survey on very recent trends.
    
  
    Artif. Intell. Medicine, 2011
    
  
    Artif. Intell. Medicine, 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
    
  
Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge.
    
  
    Proceedings of the Business Process Management Workshops, 2011
    
  
  2010
Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks.
    
  
    Int. J. Approx. Reason., 2010
    
  
    Artif. Intell. Medicine, 2010
    
  
Supporting Human Interaction and Human Resources Coordination in Distributed Clinical Guidelines.
    
  
    Proceedings of the MEDINFO 2010, 2010
    
  
    Proceedings of the Artificial Intelligence in Theory and Practice III, 2010
    
  
    Proceedings of the Artificial Intelligence in Theory and Practice III, 2010
    
  
    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
An intensional approach to qualitative and quantitative periodicity-dependent temporal constraints.
    
  
    Int. J. Intell. Syst., 2009
    
  
    Comput. Intell., 2009
    
  
    Comput. Intell., 2009
    
  
    Comput. Intell., 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
    
  
    Proceedings of the Knowledge Representation for Health-Care: Data, 2009
    
  
    Proceedings of the Artificial Intelligence in Medicine, 2009
    
  
    Proceedings of the Artificial Intelligence in Medicine, 2009
    
  
  2008
Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks.
    
  
    Reliab. Eng. Syst. Saf., 2008
    
  
Achieving self-healing in service delivery software systems by means of case-based reasoning.
    
  
    Appl. Intell., 2008
    
  
Exploring new roles for case-based reasoning in heterogeneous AI systems for medical decision support.
    
  
    Appl. Intell., 2008
    
  
Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR.
  
    Proceedings of the Advances in Data Mining. 8th Industrial Conference, 2008
    
  
A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation.
    
  
    Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
    
  
How to Use Contextual Knowledge in Medical CBR Systems: a Survey on Very Recent Trends.
  
    Proceedings of the ECCBR 2008, 2008
    
  
Preface: CBR in the Health Sciences.
  
    Proceedings of the ECCBR 2008, 2008
    
  
    Proceedings of the Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, 2008
    
  
    Proceedings of the Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, 2008
    
  
  2007
Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies.
    
  
    Proceedings of the Advanced Computational Intelligence Paradigms in Healthcare - 1, 2007
    
  
Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool.
    
  
    Proceedings of the Fifth UAI Bayesian Modeling Applications Workshop (UAI-AW 2007), 2007
    
  
    Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
    
  
Supporting Therapy Selection in Computerized Clinical Guidelines by Means of Decision Theory.
    
  
    Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
    
  
    Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
    
  
  2006
Exploiting decision theory concepts within clinical guideline systems: Toward a general approach.
    
  
    Int. J. Intell. Syst., 2006
    
  
Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications.
    
  
    Comput. Intell., 2006
    
  
    Artif. Intell. Medicine, 2006
    
  
Towards a comprehensive treatment of repetitions, periodicity and temporal constraints in clinical guidelines.
    
  
    Artif. Intell. Medicine, 2006
    
  
    Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
    
  
Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems.
    
  
    Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006
    
  
    Proceedings of the AMIA 2006, 2006
    
  
GLARE: a Domain-Independent System for Acquiring, Representing and Executing Clinical Guidelines.
    
  
    Proceedings of the AMIA 2006, 2006
    
  
    Proceedings of the AMIA 2006, 2006
    
  
Automatically Translating Dynamic Fault Trees into Dynamic Bayesian Networks by Means of a Software Tool.
    
  
    Proceedings of the The First International Conference on Availability, 2006
    
  
  2005
Case Retrieval with Time Series Features.
  
    Intelligenza Artificiale, 2005
    
  
    Proceedings of the WOA 2005: Dagli Oggetti agli Agenti. 6th AI*IA/TABOO Joint Workshop "From Objects to Agents": Simulation and Formal Analysis of Complex Systems, 2005
    
  
Achieving Self-Healing in Autonomic Software Systems: a Case-Based Reasoning Approach.
    
  
    Proceedings of the Self-Organization and Autonomic Informatics (I), 2005
    
  
    Proceedings of the Case-Based Reasoning, 2005
    
  
    Proceedings of the Artificial Intelligence in Medicine, 2005
    
  
Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines.
    
  
    Proceedings of the Artificial Intelligence in Medicine, 2005
    
  
    Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005
    
  
    Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005
    
  
  2004
    Proceedings of the MEDINFO 2004, 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
    
  
Mapping Clinical Guidelines Representation Primitives to Decision Theory Concepts.
  
    Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
    
  
    Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004
    
  
  2003
Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patients.
    
  
    Artif. Intell. Medicine, 2003
    
  
    Proceedings of the UAI '03, 2003
    
  
Temporal Consistency Checking in Clinical Guidelines Acquisition and Execution: the GLARE's Approach.
    
  
    Proceedings of the AMIA 2003, 2003
    
  
    Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003
    
  
  2002
    Int. J. Medical Informatics, 2002
    
  
    Comput. Methods Programs Biomed., 2002
    
  
    Proceedings of the 9th International Symposium on Temporal Representation and Reasoning, 2002
    
  
    Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
    
  
Supporting physicians in taking decisions in clinical guidelines: the GLARE "what if" facility.
    
  
    Proceedings of the AMIA 2002, 2002
    
  
  2001
    Int. J. Medical Informatics, 2001
    
  
    Comput. Methods Programs Biomed., 2001
    
  
    Proceedings of the MEDINFO 2001, 2001
    
  
Supervised Implementation of Guidelines for Diabetes Management on the World Wide Web.
    
  
    Proceedings of the AMIA 2001, 2001
    
  
Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients.
    
  
    Proceedings of the Artificial Intelligence Medicine, 2001
    
  
  2000
    Int. J. Medical Informatics, 2000
    
  
    Comput. Methods Programs Biomed., 2000
    
  
Intelligent analysis of clinical time series: an application in the diabetes mellitus domain.
    
  
    Artif. Intell. Medicine, 2000
    
  
    Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000
    
  
Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project.
  
    Proceedings of the ECAI 2000, 2000
    
  
Exploiting multi-modal reasoning for knowledge management and decision support: an evaluation study.
    
  
    Proceedings of the AMIA 2000, 2000
    
  
  1999
    Int. J. Medical Informatics, 1999
    
  
    Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
    
  
    Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999
    
  
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management.
    
  
    Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999
    
  
Integrating case based and rule based reasoning in a decision support system: evaluation with simulated patients.
    
  
    Proceedings of the AMIA 1999, 1999
    
  
    Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
    
  
Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions.
    
  
    Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
    
  
  1998
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision.
    
  
    Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998
    
  
A Web-Based System for Diabetes Management: The Technical and Clinical Infrastructure.
    
  
    Proceedings of the AMIA 1998, 1998