Luigi Portinale

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 25

Top Venues

Publications

Alessandro Abluton, Luigi Portinale
Knowledge Distillation for a Domain-Adaptive Visual Recommender System. FLAIRS (2024)
Luigi Portinale
An Introduction to Probabilistic Graphical Models. FLAIRS (2024)
Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale
Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work. CoRR (2024)
Luigi Portinale
Integrating kNN Retrieval with Inference on Graphical Models in Case-Based Reasoning. ICCBR (2024)
Davide Cerotti, Daniele Codetta Raiteri, Giovanna Dondossola, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Roberta Terruggia, Davide Savarro
SecuriDN: a customizable GUI generating cybersecurity models for DER control architectures. ITASEC (2024)
Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
Enhancing Medical Image Report Generation through Standard Language Models: Leveraging the Power of LLMs in Healthcare. HC@AIxIA (2023)
Marco Dossena, Christopher Irwin, Luca Piovesan, Luigi Portinale
A Multi-label Classification Study for the Prediction of Long-COVID Syndrome. AI*IA (2023)
Luigi Portinale
Hybrid Bayesian Networks for the Reliability Analysis of Systems with Continuous Variables. FLAIRS (2023)
Daniele Ciarlo, Luigi Portinale
Multimodal Deep Learning and Fast Retrieval for Recommendation. ISMIS (2022)
Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER). HC@AIxIA (2022)
Marco Dossena, Christopher Irwin, Luigi Portinale
Graph-based Recommendation using Graph Neural Networks. ICMLA (2022)
Ilaria Cestari, Luigi Portinale, Pier Luigi Riva
A Hybrid Recommender System with Implicit Feedbacks in Fashion Retail. AI*IA (2022)
Luigi Portinale, Samuele Brondolin
Clustering Users by exploiting Activity Tracks in Recommender Systems for SME. ICTAI (2021)
Davide Cerotti, Daniele Codetta Raiteri, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Giovanna Dondossola, Roberta Terruggia
Analysis and Detection of Cyber Attack Processes targeting Smart Grids. ISGT Europe (2019)
Luigi Portinale
Approaching Adaptation Guided Retrieval in Case-Based Reasoning through Inference in Undirected Graphical Models. CoRR (2019)
Luigi Portinale
Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning. FLAIRS Conference (2019)
Davide Cerotti, Daniele Codetta Raiteri, Giovanna Dondossola, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Roberta Terruggia
A Bayesian Network Approach for the Interpretation of Cyber Attacks to Power Systems. ITASEC (2019)
Daniele Codetta Raiteri, Luigi Portinale
Decision Networks for Security Risk Assessment of Critical Infrastructures. ACM Trans. Internet Techn. 18 (3) (2018)
Luigi Portinale, Monica Locatelli
Investigating the Role of Ensemble Learning in High-Value Wine Identification. AAAI (2018)
Luigi Portinale
Case-Based and Multimodal Reasoning: the contribution of Piero Torasso. Intelligenza Artificiale 12 (1) (2018)
Giorgio Leonardi, Luigi Portinale
Applying Machine Learning to High-Quality Wine Identification. AI*IA (2017)
Daniele Codetta Raiteri, Luigi Portinale
Generalized Continuous Time Bayesian Networks as a modelling and analysis formalism for dependable systems. Reliab. Eng. Syst. Saf. 167 (2017)
Philippe Weber, Luigi Portinale
Special section on "Applications of probabilistic graphical models in dependability, diagnosis and prognosis". Reliab. Eng. Syst. Saf. 167 (2017)
Giorgio Leonardi, Luigi Portinale, Paolo Artusio, Marco Valsania
Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System. ICTAI (2016)
Luigi Portinale, Giorgio Leonardi, Paolo Artusio, Marco Valsania
A Smart Financial Advisory System Exploiting Case-Based Reasoning. FINREC (2016)
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
A time series retrieval tool for sub-series matching. Appl. Intell. 43 (1) (2015)
Daniele Codetta Raiteri, Luigi Portinale
Dynamic Bayesian Networks for Fault Detection, Identification, and Recovery in Autonomous Spacecraft. IEEE Trans. Syst. Man Cybern. Syst. 45 (1) (2015)
Marco Arlorio, Jean Daniel Coïsson, Giorgio Leonardi, Monica Locatelli, Luigi Portinale
Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont. KDD (2015)
Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luca Piovesan, Luigi Portinale, Stefania Rubrichi, Matteo Spiotta, Daniele Theseider Dupré
Advances in the GINSENG Project. ICHI (2014)
Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia
Quantitative evaluation of attack/defense scenarios through Decision Network modelling and analysis. ICCST (2014)
Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia
Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures. FLAIRS Conference (2014)
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) (2013)
Daniele Codetta Raiteri, Luigi Portinale
A GSPN based tool to inference generalized continuous time Bayesian networks. VALUETOOLS (2013)
Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luigi Portinale, Daniele Theseider Dupré
Towards a Second Generation of Computer Interpretable Guidelines. DATA (2013)
Luigi Portinale
Modeling Uncertain Temporal Evolutions in Model-Based Diagnosis CoRR (2013)
Luigi Portinale, Andrea Bobbio
Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability CoRR (2013)
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. Artif. Intell. 25 (4) (2012)
Andrea Bobbio, Stefania Montani, Luigi Portinale
Parametric Dependability Analysis through Probabilistic Horn Abduction CoRR (2012)
Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC (2012)
Luigi Portinale, Daniele Codetta Raiteri
Using Dynamic Decision Networks and Extended Fault Trees for Autonomous FDIR. ICTAI (2011)
Luigi Portinale, Daniele Codetta Raiteri, Stefania Montani
Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks. Int. J. Approx. Reason. 51 (2) (2010)
Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. ICCBR (2010)
Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale
A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. Comput. Intell. 25 (3) (2009)
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)
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)
Luigi Portinale
A Fuzzy Approach to Product Configuration on Standard Databases. AI*IA (2009)
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. Reliab. Eng. Syst. Saf. 93 (7) (2008)
Luigi Portinale, Stefania Montani
A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. ICTAI (2) (2008)
Giorgio Leonardi, Alessio Bottrighi, Stefania Montani, Luigi Portinale
Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR. ICDM (Posters and Workshops) (2008)
Isabelle Bichindaritz, Stefania Montani, Luigi Portinale
Special issue on case-based reasoning in the health sciences. Appl. Intell. 28 (3) (2008)
Helge Langseth, Luigi Portinale
Bayesian networks in reliability. Reliab. Eng. Syst. Saf. 92 (1) (2007)
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
Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications. Comput. Intell. 22 (3-4) (2006)
Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez
A Case-Based Architecture for Temporal Abstraction Configuration and Processing. ICTAI (2006)
Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi
Case-based retrieval to support the treatment of end stage renal failure patients. Artif. Intell. Medicine 37 (1) (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)
Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
Case Retrieval with Time Series Features. Intelligenza Artificiale 2 (2) (2005)
Stefania Montani, Luigi Portinale
Case Based Representation and Retrieval with Time Dependent Features. ICCBR (2005)
Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR (2004)
Luigi Portinale, Diego Magro, Pietro Torasso
Multi-modal diagnosis combining case-based and model-based reasoning: a formal and experimental analysis. Artif. Intell. 158 (2) (2004)
Andrea Bobbio, Stefania Montani, Luigi Portinale
Parametric Dependability Analysis through Probabilistic Horn Abduction. UAI (2003)
Andrea Bobbio, Ester Ciancamerla, Giuliana Franceschinis, Rossano Gaeta, Michele Minichino, Luigi Portinale
Sequential application of heterogeneous models for the safetyanalysis of a control system: a case study. Reliab. Eng. Syst. Saf. 81 (3) (2003)
Andrea Bobbio, Giuliana Franceschinis, Rossano Gaeta, Luigi Portinale
Parametric Fault Tree for the Dependability Analysis of Redundant Systems and Its High-Level Petri Net Semantics. IEEE Trans. Software Eng. 29 (3) (2003)
Andrea Bobbio, Ester Ciancamerla, Giuliana Franceschinis, Rossano Gaeta, Michele Minichino, Luigi Portinale
Methods of Increasing Modelling Power for Safety Analysis, Applied to a Turbine Digital Control System. SAFECOMP (2002)
Luigi Portinale, Stefania Montani
A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs. ECCBR (2002)
Andrea Bobbio, Giuliana Franceschinis, Rossano Gaeta, Luigi Portinale
Dependability Assessment of an Industrial Programmable Logic Controller via Parametric Fault-Tree and High level Petri Net. PNPM (2001)
Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl
Cased-Based Reasoning for medical knowledge-based systems. Int. J. Medical Informatics 64 (2-3) (2001)
Luigi Portinale, Andrea Verrua
Exploiting Fuzzy-SQL in Case-Based Reasoning. FLAIRS Conference (2001)
Luigi Portinale, Pietro Torasso
Case-Base Maintenance in a Multimodal Reasoning System. Comput. Intell. 17 (2) (2001)
Andrea Bobbio, Luigi Portinale, Michele Minichino, Ester Ciancamerla
Improving the analysis of dependable systems by mapping fault trees into Bayesian networks. Reliab. Eng. Syst. Saf. 71 (3) (2001)
Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
Evaluating a Multi-modal Reasoning System in Diabetes Care. EWCBR (2000)
Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d'Annunzio, Stefano Fiocchi, Mario Stefanelli
Diabetic patients management exploiting case-based reasoning techniques. Comput. Methods Programs Biomed. 62 (3) (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)
Luigi Portinale, Pietro Torasso
Automatic Case Base Management in a Multi-modal Reasoning System. EWCBR (2000)
Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
A multi-modal reasoning methodology for managing IDDM patients. Int. J. Medical Informatics 58 (2000)
Andrea Bobbio, Luigi Portinale, Michele Minichino, Ester Ciancamerla
Comparing Fault Trees and Bayesian Networks for Dependability Analysis. SAFECOMP (1999)
Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR (1999)
Luigi Portinale, Andrea Bobbio
Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability. UAI (1999)
Luigi Portinale, Pietro Torasso, Paolo Tavano
Speed-Up, Quality and Competence in Multi-modal Case-Based Reasoning. ICCBR (1999)
Andrea Bobbio, Giuliana Franceschinis, Rossano Gaeta, Luigi Portinale
Exploiting Petri nets to support fault tree based dependability analysis. PNPM (1999)
Luigi Portinale, Pietro Torasso
Diagnosis as a Variable Assignment Problem: A Case Study in a Space Robot Fault Diagnosis. IJCAI (1999)
Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Stefano Fiocchi, Giuseppe d'Annunzio, Mario Stefanelli
Supporting decisions in diabetic patients management through Case-Based retrieval. MIE (1999)
Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli
Multi-modal Reasoning in Diabetic Patient Management. AIMDM (1999)
Luigi Portinale, Pietro Torasso, Paolo Tavano
Dynamic Case Memory Management. ECAI (1998)
Riccardo Bellazzi, Stefania Montani, Luigi Portinale
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR (1998)
Luigi Portinale
Modeling and Solving Constraint Satisfaction Problems through Petri Nets. ICATPN (1997)
Luigi Portinale, Pietro Torasso, Diego Magro
Selecting Most Adaptable Diagnostic Solutions through Pivoting-Based Retrieval. ICCBR (1997)
Luigi Portinale
Behavioral Petri nets: a model for diagnostic knowledge representation and reasoning. IEEE Trans. Syst. Man Cybern. Part B 27 (2) (1997)
Luigi Portinale, Pietro Torasso
A Comparative Analysis of Horn Models and Bayesian Networks for Diagnosis. AI*IA (1997)
Luigi Portinale
Case-based Probability Factoring in Bayesian Belief Networks. AISTATS (1997)
Luigi Portinale
Improving Model-Based Diagnosis through Algebraic Analysis: The Petri Net Challenge. AAAI/IAAI, Vol. 2 (1996)
Luca Console, Luigi Portinale, Daniele Theseider Dupré
Using Compiled Knowledge to Guide and Focus Abductive Diagnosis. IEEE Trans. Knowl. Data Eng. 8 (5) (1996)
Luigi Portinale, Pietro Torasso
On the Usefulness of Re-using Diagnostic Solutions. ECAI (1996)
Cosimo Anglano, Luigi Portinale
Parallel Model-Based Diagnosis Using PVM. PVM (1996)
Pietro Torasso, Luca Console, Luigi Portinale, Daniele Theseider Dupré
On the Role of Abduction. ACM Comput. Surv. 27 (3) (1995)
Luigi Portinale, Pietro Torasso
ADAPtER: An Integrated Diagnostic System Combining Case-Based and Abductive Reasoning. ICCBR (1995)
Cosimo Anglano, Luigi Portinale
B-W Analysis: A Backward Reachability Analysis for Diagnostic Problem Solving Suitable to Parallel Implementation. Application and Theory of Petri Nets (1994)
Luca Console, Luigi Portinale, Daniele Theseider Dupré, Pietro Torasso
Diagnosing Tim-Varying Misbehavior: An Approach Based on Model Decomposition. Ann. Math. Artif. Intell. 11 (1-4) (1994)
Luigi Portinale
Selecting Observation Time in the Monitoring and Interpretation of Time-Varying Data. AI*IA (1993)
Luigi Portinale, Pietro Torasso, Carlo Ortalda, Antonio Giardino
Using Case-Based Reasoning to Focus Model-Based Diagnostic Problem Solving. EWCBR (1993)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luigi Portinale