Luigi Portinale

120 papers A* 3A 8B 8C 12Misc 6Journal 39Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A deep learning approach to predicting hospitalized patients' SEIRD states using multimodal spatiotemporal data. Int. J. Medical Informatics Andrea Santomauro, Denisse Kim, Bernardo Cánovas-Segura, Giorgio Leonardi, Manuel Campos, Luigi Portinale, Jose M. Juarez
2025	—	`conf`	Automatic radiology report generation: evaluating the alignment of NLP metrics with radiologist assessment. Ital-IA Andrea Santomauro, Ivan Gallesio, Xhorxhi Kaci, Giorgio Leonardi, Luigi Portinale
2025	—	`conf`	Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Sub-type Classification. AAAI Spring Symposia Marco Dossena, Christopher Irwin, Annalisa Chiocchetti, Luigi Portinale
2025	J	`jnl`	Dynamic Bayesian Networks for the Detection and Analysis of Cyber Attacks to Power Systems. IEEE Access Davide Cerotti, Davide Savarro, Daniele Codetta Raiteri, Giovanna Dondossola, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Roberta Terruggia
2025	—	`conf`	Efficient transformer-based identification of defects in fasteners. Ital-IA Luigi Portinale, Giorgio Leonardi, Stefania Montani, Simone Garau, Guido Noce, Mario Brumini, Enrico Ottaviano
2025	—	`conf`	Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data. AIME (1) Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale
2025	—	`conf`	Risk Assessment Models in Hydroelectric Plants. EPEW Davide Cerotti, Lavinia Egidi, Daniele Codetta Raiteri, Marzio Pennisi, Giuliana Franceschinis, Andrea Bobbio, Luigi Portinale, Marco Cappicciola, Edoardo Martino L'Aurora, Noemi Silicato
2024	Misc	`conf`	An Introduction to Probabilistic Graphical Models. FLAIRS Luigi Portinale
2024	J	`jnl`	Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification. CoRR Annalisa Chiocchetti, Marco Dossena, Christopher Irwin, Luigi Portinale
2024	J	`jnl`	Fast retrieval of multi-modal embeddings for e-commerce applications. Int. J. Knowl. Based Intell. Eng. Syst. Alessandro Abluton, Daniele Ciarlo, Luigi Portinale
2024	J	`jnl`	Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work. CoRR Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale
2024	C	`conf`	Integrating kNN Retrieval with Inference on Graphical Models in Case-Based Reasoning. ICCBR Luigi Portinale
2024	Misc	`conf`	Knowledge Distillation for a Domain-Adaptive Visual Recommender System. FLAIRS Alessandro Abluton, Luigi Portinale
2024	—	`conf`	SecuriDN: a customizable GUI generating cybersecurity models for DER control architectures. ITASEC Davide Cerotti, Daniele Codetta Raiteri, Giovanna Dondossola, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Roberta Terruggia, Davide Savarro
2024	—	`conf`	Similarity-Based Positional Encoding for Enhanced Classification in Medical Images (Short Paper). HC@AIxIA Luigi Portinale, Giorgio Leonardi, Andrea Santomauro
2023	—	`conf`	A Multi-label Classification Study for the Prediction of Long-COVID Syndrome. AI*IA Marco Dossena, Christopher Irwin, Luca Piovesan, Luigi Portinale
2023	—	`conf`	Enhancing Medical Image Report Generation through Standard Language Models: Leveraging the Power of LLMs in Healthcare. HC@AIxIA Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
2023	Misc	`conf`	Hybrid Bayesian Networks for the Reliability Analysis of Systems with Continuous Variables. FLAIRS Luigi Portinale
2022	—	`conf`	A Hybrid Recommender System with Implicit Feedbacks in Fashion Retail. AI*IA Ilaria Cestari, Luigi Portinale, Pier Luigi Riva
2022	—	`conf`	A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER). HC@AIxIA Andrea Santomauro, Luigi Portinale, Giorgio Leonardi
2022	C	`conf`	Graph-based Recommendation using Graph Neural Networks. ICMLA Marco Dossena, Christopher Irwin, Luigi Portinale
2022	C	`conf`	Multimodal Deep Learning and Fast Retrieval for Recommendation. ISMIS Daniele Ciarlo, Luigi Portinale
2021	B	`conf`	Clustering Users by exploiting Activity Tracks in Recommender Systems for SME. ICTAI Luigi Portinale, Samuele Brondolin
2019	—	`conf`	A Bayesian Network Approach for the Interpretation of Cyber Attacks to Power Systems. ITASEC Davide Cerotti, Daniele Codetta Raiteri, Giovanna Dondossola, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Roberta Terruggia
2019	—	`conf`	Analysis and Detection of Cyber Attack Processes targeting Smart Grids. ISGT Europe Davide Cerotti, Daniele Codetta Raiteri, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Giovanna Dondossola, Roberta Terruggia
2019	J	`jnl`	Approaching Adaptation Guided Retrieval in Case-Based Reasoning through Inference in Undirected Graphical Models. CoRR Luigi Portinale
2019	—	`ch.`	Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining. Innovations in Big Data Mining and Embedded Knowledge Giorgio Leonardi, Stefania Montani, Luigi Portinale, Silvana Quaglini, Manuel Striani
2019	Misc	`conf`	Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning. FLAIRS Luigi Portinale
2018	J	`jnl`	Case-Based and Multimodal Reasoning: the contribution of Piero Torasso. Intelligenza Artificiale Luigi Portinale
2018	J	`jnl`	Decision Networks for Security Risk Assessment of Critical Infrastructures. ACM Trans. Internet Techn. Daniele Codetta Raiteri, Luigi Portinale
2018	A*	`conf`	Investigating the Role of Ensemble Learning in High-Value Wine Identification. AAAI Luigi Portinale, Monica Locatelli
2017	—	`conf`	Applying Machine Learning to High-Quality Wine Identification. AI*IA Giorgio Leonardi, Luigi Portinale
2017	J	`jnl`	Generalized Continuous Time Bayesian Networks as a modelling and analysis formalism for dependable systems. Reliab. Eng. Syst. Saf. Daniele Codetta Raiteri, Luigi Portinale
2017	J	`jnl`	Special section on "Applications of probabilistic graphical models in dependability, diagnosis and prognosis". Reliab. Eng. Syst. Saf. Philippe Weber, Luigi Portinale
2016	—	`conf`	A Smart Financial Advisory System Exploiting Case-Based Reasoning. FINREC Luigi Portinale, Giorgio Leonardi, Paolo Artusio, Marco Valsania
2016	B	`conf`	Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System. ICTAI Giorgio Leonardi, Luigi Portinale, Paolo Artusio, Marco Valsania
2015	J	`jnl`	A time series retrieval tool for sub-series matching. Appl. Intell. Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
2015	J	`jnl`	Dynamic Bayesian Networks for Fault Detection, Identification, and Recovery in Autonomous Spacecraft. IEEE Trans. Syst. Man Cybern. Syst. Daniele Codetta Raiteri, Luigi Portinale
2015	A*	`conf`	Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont. KDD Marco Arlorio, Jean Daniel Coïsson, Giorgio Leonardi, Monica Locatelli, Luigi Portinale
2015	—	`book`	Modeling and Analysis of Dependable Systems - A Probabilistic Graphical Model Perspective Modeling and Analysis of Dependable Systems Luigi Portinale, Daniele Codetta Raiteri
2014	—	`conf`	Advances in the GINSENG Project. ICHI Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luca Piovesan, Luigi Portinale, Stefania Rubrichi, Matteo Spiotta, Daniele Theseider Dupré
2014	Misc	`conf`	Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures. FLAIRS Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia
2014	—	`conf`	Quantitative evaluation of attack/defense scenarios through Decision Network modelling and analysis. ICCST Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia
2013	—	`conf`	A GSPN based tool to inference generalized continuous time Bayesian networks. VALUETOOLS Daniele Codetta Raiteri, Luigi Portinale
2013	J	`jnl`	Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability CoRR Luigi Portinale, Andrea Bobbio
2013	J	`jnl`	Modeling Uncertain Temporal Evolutions in Model-Based Diagnosis CoRR Luigi Portinale
2013	J	`jnl`	Supporting Flexible, Efficient, and User-Interpretable Retrieval of Similar Time Series. IEEE Trans. Knowl. Data Eng. Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
2013	C	`conf`	Towards a Second Generation of Computer Interpretable Guidelines. DATA Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luigi Portinale, Daniele Theseider Dupré
2012	J	`jnl`	A dynamic Bayesian network based framework to evaluate cascading effects in a power grid. Eng. Appl. Artif. Intell. Daniele Codetta Raiteri, Andrea Bobbio, Stefania Montani, Luigi Portinale
2012	—	`conf`	Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani
2012	J	`jnl`	Parametric Dependability Analysis through Probabilistic Horn Abduction CoRR Andrea Bobbio, Stefania Montani, Luigi Portinale
2011	B	`conf`	Using Dynamic Decision Networks and Extended Fault Trees for Autonomous FDIR. ICTAI Luigi Portinale, Daniele Codetta Raiteri
2010	C	`conf`	Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. ICCBR Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani
2010	J	`jnl`	Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks. Int. J. Approx. Reason. Luigi Portinale, Daniele Codetta Raiteri, Stefania Montani
2009	J	`jnl`	A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. Comput. Intell. Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale
2009	—	`conf`	A Fuzzy Approach to Product Configuration on Standard Databases. AI*IA Luigi Portinale
2009	B	`conf`	Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases. ICTAI Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale
2009	C	`conf`	Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features. ICCBR Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale, Paolo Terenziani
2008	—	`conf`	A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. ICTAI (2) Luigi Portinale, Stefania Montani
2008	J	`jnl`	Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks. Reliab. Eng. Syst. Saf. Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri
2008	—	`conf`	Semi-automatic Configuration of Temporal Abstractions of Time Series Data Using CBR. ICDM (Posters and Workshops) Giorgio Leonardi, Alessio Bottrighi, Stefania Montani, Luigi Portinale
2008	J	`jnl`	Special issue on case-based reasoning in the health sciences. Appl. Intell. Isabelle Bichindaritz, Stefania Montani, Luigi Portinale
2007	—	`ch.`	Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. Advanced Computational Intelligence Paradigms in Healthcare (1) Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi
2007	J	`jnl`	Bayesian networks in reliability. Reliab. Eng. Syst. Saf. Helge Langseth, Luigi Portinale
2007	—	`conf`	Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool. BMA Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri, Stefania Montani
2006	B	`conf`	A Case-Based Architecture for Temporal Abstraction Configuration and Processing. ICTAI Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez
2006	J	`jnl`	Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications. Comput. Intell. Stefania Montani, Luigi Portinale
2006	B	`conf`	Automatically Translating Dynamic Fault Trees into Dynamic Bayesian Networks by Means of a Software Tool. ARES Stefania Montani, Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri
2006	J	`jnl`	Case-based retrieval to support the treatment of end stage renal failure patients. Artif. Intell. Medicine Stefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi
2005	C	`conf`	Case Based Representation and Retrieval with Time Dependent Features. ICCBR Stefania Montani, Luigi Portinale
2005	J	`jnl`	Case Retrieval with Time Series Features. Intelligenza Artificiale Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
2004	J	`jnl`	Multi-modal diagnosis combining case-based and model-based reasoning: a formal and experimental analysis. Artif. Intell. Luigi Portinale, Diego Magro, Pietro Torasso
2004	—	`conf`	RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi
2003	A	`conf`	Parametric Dependability Analysis through Probabilistic Horn Abduction. UAI Andrea Bobbio, Stefania Montani, Luigi Portinale
2003	J	`jnl`	Parametric Fault Tree for the Dependability Analysis of Redundant Systems and Its High-Level Petri Net Semantics. IEEE Trans. Software Eng. Andrea Bobbio, Giuliana Franceschinis, Rossano Gaeta, Luigi Portinale
2003	J	`jnl`	Sequential application of heterogeneous models for the safetyanalysis of a control system: a case study. Reliab. Eng. Syst. Saf. Andrea Bobbio, Ester Ciancamerla, Giuliana Franceschinis, Rossano Gaeta, Michele Minichino, Luigi Portinale
2002	—	`conf`	A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs. ECCBR Luigi Portinale, Stefania Montani
2002	B	`conf`	Methods of Increasing Modelling Power for Safety Analysis, Applied to a Turbine Digital Control System. SAFECOMP Andrea Bobbio, Ester Ciancamerla, Giuliana Franceschinis, Rossano Gaeta, Michele Minichino, Luigi Portinale
2001	J	`jnl`	Case-Base Maintenance in a Multimodal Reasoning System. Comput. Intell. Luigi Portinale, Pietro Torasso
2001	J	`jnl`	Cased-Based Reasoning for medical knowledge-based systems. Int. J. Medical Informatics Rainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl
2001	—	`conf`	Dependability Assessment of an Industrial Programmable Logic Controller via Parametric Fault-Tree and High level Petri Net. PNPM Andrea Bobbio, Giuliana Franceschinis, Rossano Gaeta, Luigi Portinale
2001	Misc	`conf`	Exploiting Fuzzy-SQL in Case-Based Reasoning. FLAIRS Luigi Portinale, Andrea Verrua
2001	J	`jnl`	Improving the analysis of dependable systems by mapping fault trees into Bayesian networks. Reliab. Eng. Syst. Saf. Andrea Bobbio, Luigi Portinale, Michele Minichino, Ester Ciancamerla
2000	J	`jnl`	A multi-modal reasoning methodology for managing IDDM patients. Int. J. Medical Informatics Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
2000	—	`ed.`	Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings EWCBR Enrico Blanzieri, Luigi Portinale
2000	A	`conf`	Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. ECAI Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli
2000	—	`conf`	Automatic Case Base Management in a Multi-modal Reasoning System. EWCBR Luigi Portinale, Pietro Torasso
2000	J	`jnl`	Diabetic patients management exploiting case-based reasoning techniques. Comput. Methods Programs Biomed. Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Giuseppe d'Annunzio, Stefano Fiocchi, Mario Stefanelli
2000	—	`conf`	Evaluating a Multi-modal Reasoning System in Diabetes Care. EWCBR Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli
1999	A	`conf`	Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability. UAI Luigi Portinale, Andrea Bobbio
1999	B	`conf`	Comparing Fault Trees and Bayesian Networks for Dependability Analysis. SAFECOMP Andrea Bobbio, Luigi Portinale, Michele Minichino, Ester Ciancamerla
1999	A*	`conf`	Diagnosis as a Variable Assignment Problem: A Case Study in a Space Robot Fault Diagnosis. IJCAI Luigi Portinale, Pietro Torasso
1999	—	`conf`	Exploiting Petri nets to support fault tree based dependability analysis. PNPM Andrea Bobbio, Giuliana Franceschinis, Rossano Gaeta, Luigi Portinale
1999	C	`conf`	Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva
1999	—	`conf`	Multi-modal Reasoning in Diabetic Patient Management. AIMDM Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli
1999	C	`conf`	Speed-Up, Quality and Competence in Multi-modal Case-Based Reasoning. ICCBR Luigi Portinale, Pietro Torasso, Paolo Tavano
1999	—	`conf`	Supporting decisions in diabetic patients management through Case-Based retrieval. MIE Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Stefano Fiocchi, Giuseppe d'Annunzio, Mario Stefanelli
1998	A	`conf`	Dynamic Case Memory Management. ECAI Luigi Portinale, Pietro Torasso, Paolo Tavano
1998	—	`conf`	Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR Riccardo Bellazzi, Stefania Montani, Luigi Portinale
1997	—	`conf`	A Comparative Analysis of Horn Models and Bayesian Networks for Diagnosis. AI*IA Luigi Portinale, Pietro Torasso
1997	J	`jnl`	Behavioral Petri nets: a model for diagnostic knowledge representation and reasoning. IEEE Trans. Syst. Man Cybern. Part B Luigi Portinale
1997	A	`conf`	Case-based Probability Factoring in Bayesian Belief Networks. AISTATS Luigi Portinale
1997	—	`conf`	Modeling and Solving Constraint Satisfaction Problems through Petri Nets. ICATPN Luigi Portinale
1997	C	`conf`	Selecting Most Adaptable Diagnostic Solutions through Pivoting-Based Retrieval. ICCBR Luigi Portinale, Pietro Torasso, Diego Magro
1996	—	`conf`	Improving Model-Based Diagnosis through Algebraic Analysis: The Petri Net Challenge. AAAI/IAAI, Vol. 2 Luigi Portinale
1996	A	`conf`	On the Usefulness of Re-using Diagnostic Solutions. ECAI Luigi Portinale, Pietro Torasso
1996	—	`conf`	Parallel Model-Based Diagnosis Using PVM. PVM Cosimo Anglano, Luigi Portinale
1996	J	`jnl`	Using Compiled Knowledge to Guide and Focus Abductive Diagnosis. IEEE Trans. Knowl. Data Eng. Luca Console, Luigi Portinale, Daniele Theseider Dupré
1995	C	`conf`	ADAPtER: An Integrated Diagnostic System Combining Case-Based and Abductive Reasoning. ICCBR Luigi Portinale, Pietro Torasso
1995	J	`jnl`	On the Role of Abduction. ACM Comput. Surv. Pietro Torasso, Luca Console, Luigi Portinale, Daniele Theseider Dupré
1994	—	`conf`	B-W Analysis: A Backward Reachability Analysis for Diagnostic Problem Solving Suitable to Parallel Implementation. Application and Theory of Petri Nets Cosimo Anglano, Luigi Portinale
1994	J	`jnl`	Diagnosing Tim-Varying Misbehavior: An Approach Based on Model Decomposition. Ann. Math. Artif. Intell. Luca Console, Luigi Portinale, Daniele Theseider Dupré, Pietro Torasso
1993	—	`conf`	Exploiting T-invariant Analysis in Diagnostic Reasoning on a Petri Net Model. Application and Theory of Petri Nets Luigi Portinale
1993	—	`conf`	Selecting Observation Time in the Monitoring and Interpretation of Time-Varying Data. AI*IA Luigi Portinale
1993	—	`conf`	Using Case-Based Reasoning to Focus Model-Based Diagnostic Problem Solving. EWCBR Luigi Portinale, Pietro Torasso, Carlo Ortalda, Antonio Giardino
1992	A	`conf`	Diagnostic Reasoning Across Different Time Points. ECAI Luca Console, Luigi Portinale, Daniele Theseider Dupré, Pietro Torasso
1992	A	`conf`	Modeling Uncertain Temporal Evolutions in Model-based Diagnosis. UAI Luigi Portinale
1992	J	`jnl`	Verification of causal models using petri nets. Int. J. Intell. Syst. Luigi Portinale
1991	J	`jnl`	Focussing Abductive Diagnosis. AI Commun. Luca Console, Luigi Portinale, Daniele Theseider Dupré
1991	C	`conf`	Generalization Handling in a Dynamic Case Memory. ISMIS Luigi Portinale