Stefania Montani
Orcid: 0000-0002-5992-6735Affiliations:
- University of Eastern Piedmont, Alessandria, Italy
According to our database1,
Stefania Montani
authored at least 146 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
CoRR, 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
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