Luigi Portinale

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

Multimodal Deep Learning and Fast Retrieval for Recommendation.

[BibT_eX]

[DOI]

Daniele Ciarlo

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Graph-based Recommendation using Graph Neural Networks.

[BibT_eX]

[DOI]

Marco Dossena

Christopher Irwin

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER).

[BibT_eX]

[DOI]

Andrea Santomauro

Giorgio Leonardi

Proceedings of the 1st AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2022) co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022

A Hybrid Recommender System with Implicit Feedbacks in Fashion Retail.

[BibT_eX]

[DOI]

Ilaria Cestari

Pier Luigi Riva

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021

Clustering Users by exploiting Activity Tracks in Recommender Systems for SME.

[BibT_eX]

[DOI]

Samuele Brondolin

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2019

Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Big Data Mining and Embedded Knowledge, 2019

Approaching Adaptation Guided Retrieval in Case-Based Reasoning through Inference in Undirected Graphical Models.

[BibT_eX]

[DOI]

CoRR, 2019

A Bayesian Network Approach for the Interpretation of Cyber Attacks to Power Systems.

[BibT_eX]

[DOI]

Davide Cerotti

Giovanna Dondossola

Lavinia Egidi

Proceedings of the Third Italian Conference on Cyber Security, 2019

Analysis and Detection of Cyber Attack Processes targeting Smart Grids.

[BibT_eX]

[DOI]

Davide Cerotti

Lavinia Egidi

Giovanna Dondossola

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018

Decision Networks for Security Risk Assessment of Critical Infrastructures.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2018

Case-Based and Multimodal Reasoning: the contribution of Piero Torasso.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2018

Investigating the Role of Ensemble Learning in High-Value Wine Identification.

[BibT_eX]

[DOI]

Monica Locatelli

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Special section on "Applications of probabilistic graphical models in dependability, diagnosis and prognosis".

[BibT_eX]

[DOI]

Philippe Weber

Reliab. Eng. Syst. Saf., 2017

Generalized Continuous Time Bayesian Networks as a modelling and analysis formalism for dependable systems.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2017

Applying Machine Learning to High-Quality Wine Identification.

[BibT_eX]

[DOI]

Giorgio Leonardi

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

A Smart Financial Advisory System Exploiting Case-Based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Personalization & Recommender Systems in Financial Services, 2016

2015

Dynamic Bayesian Networks for Fault Detection, Identification, and Recovery in Autonomous Spacecraft.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2015

A time series retrieval tool for sub-series matching.

[BibT_eX]

[DOI]

Appl. Intell., 2015

Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Modeling and Analysis of Dependable Systems - A Probabilistic Graphical Model Perspective

[BibT_eX]

[DOI]

WorldScientific, ISBN: 9789814612050, 2015

2014

Advances in the GINSENG Project.

[BibT_eX]

[DOI]

Paolo Terenziani

Alessio Bottrighi

Laura Giordano

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Quantitative evaluation of attack/defense scenarios through Decision Network modelling and analysis.

[BibT_eX]

[DOI]

Proceedings of the International Carnahan Conference on Security Technology, 2014

Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

2013

Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

A GSPN based tool to inference generalized continuous time Bayesian networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Performance Evaluation Methodologies and Tools, 2013

Towards a Second Generation of Computer Interpretable Guidelines.

[BibT_eX]

[DOI]

Paolo Terenziani

Alessio Bottrighi

Laura Giordano

Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

2012

A dynamic Bayesian network based framework to evaluate cascading effects in a power grid.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2012

Flexible and Efficient Retrieval of Haemodialysis Time Series.

[BibT_eX]

[DOI]

Proceedings of the Process Support and Knowledge Representation in Health Care, 2012

2011

Using Dynamic Decision Networks and Extended Fault Trees for Autonomous FDIR.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2010

Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2010

Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning. Research and Development, 2010

2009

A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration.

[BibT_eX]

[DOI]

Comput. Intell., 2009

Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases.

[BibT_eX]

[DOI]

Proceedings of the ICTAI 2009, 2009

Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2009

A Fuzzy Approach to Product Configuration on Standard Databases.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2008

Special issue on case-based reasoning in the health sciences.

[BibT_eX]

[DOI]

Isabelle Bichindaritz

Appl. Intell., 2008

Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR.

[BibT_eX]

Proceedings of the Advances in Data Mining. 8th Industrial Conference, 2008

A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

2007

Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies.

[BibT_eX]

[DOI]

Proceedings of the Advanced Computational Intelligence Paradigms in Healthcare - 1, 2007

Bayesian networks in reliability.

[BibT_eX]

[DOI]

Helge Langseth

Reliab. Eng. Syst. Saf., 2007

Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool.

[BibT_eX]

[DOI]

Proceedings of the Fifth UAI Bayesian Modeling Applications Workshop (UAI-AW 2007), 2007

2006

Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications.

[BibT_eX]

[DOI]

Comput. Intell., 2006

Case-based retrieval to support the treatment of end stage renal failure patients.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2006

A Case-Based Architecture for Temporal Abstraction Configuration and Processing.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Automatically Translating Dynamic Fault Trees into Dynamic Bayesian Networks by Means of a Software Tool.

[BibT_eX]

[DOI]

Proceedings of the The First International Conference on Availability, 2006

2005

Case Retrieval with Time Series Features.

[BibT_eX]

Intelligenza Artificiale, 2005

Case Based Representation and Retrieval with Time Dependent Features.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning, 2005

2004

Multi-modal diagnosis combining case-based and model-based reasoning: a formal and experimental analysis.

[BibT_eX]

[DOI]

Diego Magro

Artif. Intell., 2004

RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

2003

Parametric Fault Tree for the Dependability Analysis of Redundant Systems and Its High-Level Petri Net Semantics.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2003

Sequential application of heterogeneous models for the safetyanalysis of a control system: a case study.

[BibT_eX]

[DOI]

Ester Ciancamerla

Michele Minichino

Reliab. Eng. Syst. Saf., 2003

Parametric Dependability Analysis through Probabilistic Horn Abduction.

[BibT_eX]

[DOI]

Proceedings of the UAI '03, 2003

2002

Methods of Increasing Modelling Power for Safety Analysis, Applied to a Turbine Digital Control System.

[BibT_eX]

[DOI]

Ester Ciancamerla

Michele Minichino

Proceedings of the Computer Safety, 2002

A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

2001

Improving the analysis of dependable systems by mapping fault trees into Bayesian networks.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2001

Cased-Based Reasoning for medical knowledge-based systems.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2001

Case-Base Maintenance in a Multimodal Reasoning System.

[BibT_eX]

[DOI]

Comput. Intell., 2001

Dependability Assessment of an Industrial Programmable Logic Controller via Parametric Fault-Tree and High level Petri Net.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Petri Nets and Performance Models, 2001

Exploiting Fuzzy-SQL in Case-Based Reasoning.

[BibT_eX]

[DOI]

Andrea Verrua

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

2000

A multi-modal reasoning methodology for managing IDDM patients.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2000

Diabetic patients management exploiting case-based reasoning techniques.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2000

Automatic Case Base Management in a Multi-modal Reasoning System.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

Evaluating a Multi-modal Reasoning System in Diabetes Care.

[BibT_eX]

[DOI]

Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project.

[BibT_eX]

Proceedings of the ECAI 2000, 2000

1999

Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability.

[BibT_eX]

[DOI]

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Comparing Fault Trees and Bayesian Networks for Dependability Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computer Safety, 1999

Exploiting Petri nets to support fault tree based dependability analysis.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Petri Nets and Performance Models, 1999

Supporting decisions in diabetic patients management through Case-Based retrieval.

[BibT_eX]

[DOI]

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Diagnosis as a Variable Assignment Problem: A Case Study in a Space Robot Fault Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

Speed-Up, Quality and Competence in Multi-modal Case-Based Reasoning.

[BibT_eX]

[DOI]

Paolo Tavano

Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning and Development, Third International Conference, 1999

Multi-modal Reasoning in Diabetic Patient Management.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Riccardo Bellazzi

Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998

Dynamic Case Memory Management.

[BibT_eX]

Paolo Tavano

Proceedings of the 13th European Conference on Artificial Intelligence, 1998

1997

Behavioral Petri nets: a model for diagnostic knowledge representation and reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 1997

Selecting Most Adaptable Diagnostic Solutions through Pivoting-Based Retrieval.

[BibT_eX]

[DOI]

Diego Magro

Proceedings of the Case-Based Reasoning Research and Development, 1997

Modeling and Solving Constraint Satisfaction Problems through Petri Nets.

[BibT_eX]

[DOI]

Proceedings of the Application and Theory of Petri Nets 1997, 1997

Case-based Probability Factoring in Bayesian Belief Networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997

A Comparative Analysis of Horn Models and Bayesian Networks for Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1996

Using Compiled Knowledge to Guide and Focus Abductive Diagnosis.

[BibT_eX]

[DOI]

Luca Console

IEEE Trans. Knowl. Data Eng., 1996

Parallel Model-Based Diagnosis Using PVM.

[BibT_eX]

[DOI]

Cosimo Anglano

Proceedings of the Parallel Virtual Machine, 1996

On the Usefulness of Re-using Diagnostic Solutions.

[BibT_eX]

Proceedings of the 12th European Conference on Artificial Intelligence, 1996

Improving Model-Based Diagnosis through Algebraic Analysis: The Petri Net Challenge.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995

On the Role of Abduction.

[BibT_eX]

[DOI]

Luca Console