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Books and Theses
- 2015
- [b1]Luigi Portinale, Daniele Codetta Raiteri:
Modeling and Analysis of Dependable Systems - A Probabilistic Graphical Model Perspective. WorldScientific 2015, ISBN 9789814612036, pp. 1-272
Journal Articles
- 2018
- [j30]Luigi Portinale:
Case-Based and Multimodal Reasoning: the contribution of Piero Torasso. Intelligenza Artificiale 12(1): 41-44 (2018) - [j29]Daniele Codetta Raiteri, Luigi Portinale:
Decision Networks for Security Risk Assessment of Critical Infrastructures. ACM Trans. Internet Techn. 18(3): 29:1-29:22 (2018) - 2017
- [j28]Philippe Weber, Luigi Portinale:
Special section on "Applications of probabilistic graphical models in dependability, diagnosis and prognosis". Reliab. Eng. Syst. Saf. 167: 613-615 (2017) - [j27]Daniele Codetta Raiteri, Luigi Portinale:
Generalized Continuous Time Bayesian Networks as a modelling and analysis formalism for dependable systems. Reliab. Eng. Syst. Saf. 167: 639-651 (2017) - 2015
- [j26]Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani:
A time series retrieval tool for sub-series matching. Appl. Intell. 43(1): 132-149 (2015) - [j25]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): 13-24 (2015) - 2013
- [j24]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): 677-689 (2013) - 2012
- [j23]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): 683-697 (2012) - 2010
- [j22]Luigi Portinale, Daniele Codetta Raiteri, Stefania Montani:
Supporting reliability engineers in exploiting the power of Dynamic Bayesian Networks. Int. J. Approx. Reason. 51(2): 179-195 (2010) - 2009
- [j21]Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale:
A CBR-Based, Closed-Loop Architecture for Temporal Abstractions Configuration. Comput. Intell. 25(3): 235-249 (2009) - 2008
- [j20]Isabelle Bichindaritz, Stefania Montani, Luigi Portinale:
Special issue on case-based reasoning in the health sciences. Appl. Intell. 28(3): 207-209 (2008) - [j19]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): 922-932 (2008) - 2007
- [j18]Helge Langseth, Luigi Portinale:
Bayesian networks in reliability. Reliab. Eng. Syst. Saf. 92(1): 92-108 (2007) - 2006
- [j17]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): 31-42 (2006) - [j16]Stefania Montani, Luigi Portinale:
Accounting for the Temporal Dimension in Case-Based Retrieval: A Framework for Medical Applications. Comput. Intell. 22(3-4): 208-223 (2006) - 2005
- [j15]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
Case Retrieval with Time Series Features. Intelligenza Artificiale 2(2): 15-23 (2005) - 2004
- [j14]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): 109-153 (2004) - 2003
- [j13]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): 269-280 (2003) - [j12]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): 270-287 (2003) - 2001
- [j11]Luigi Portinale, Pietro Torasso:
Case-Base Maintenance in a Multimodal Reasoning System. Comput. Intell. 17(2): 263-279 (2001) - [j10]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): 355-367 (2001) - [j9]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): 249-260 (2001) - 2000
- [j8]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): 205-218 (2000) - [j7]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli:
A multi-modal reasoning methodology for managing IDDM patients. Int. J. Medical Informatics 58: 243-256 (2000) - 1997
- [j6]Luigi Portinale:
Behavioral Petri nets: a model for diagnostic knowledge representation and reasoning. IEEE Trans. Syst. Man Cybern. Part B 27(2): 184-195 (1997) - 1996
- [j5]Luca Console, Luigi Portinale, Daniele Theseider Dupré:
Using Compiled Knowledge to Guide and Focus Abductive Diagnosis. IEEE Trans. Knowl. Data Eng. 8(5): 690-706 (1996) - 1995
- [j4]Pietro Torasso, Luca Console, Luigi Portinale, Daniele Theseider Dupré:
On the Role of Abduction. ACM Comput. Surv. 27(3): 353-355 (1995) - 1994
- [j3]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): 381-398 (1994) - 1992
- [j2]Luigi Portinale:
Verification of causal models using petri nets. Int. J. Intell. Syst. 7(8): 715-742 (1992) - 1991
- [j1]Luca Console, Luigi Portinale, Daniele Theseider Dupré:
Focussing Abductive Diagnosis. AI Commun. 4(2/3): 88-97 (1991)
Conference and Workshop Papers
- 2024
- [c71]Alessandro Abluton, Luigi Portinale:
Knowledge Distillation for a Domain-Adaptive Visual Recommender System. FLAIRS 2024 - [c70]Luigi Portinale:
An Introduction to Probabilistic Graphical Models. FLAIRS 2024 - [c69]Luigi Portinale:
Integrating kNN Retrieval with Inference on Graphical Models in Case-Based Reasoning. ICCBR 2024: 1-16 - [c68]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 - 2023
- [c67]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: 41-51 - [c66]Marco Dossena, Christopher Irwin, Luca Piovesan, Luigi Portinale:
A Multi-label Classification Study for the Prediction of Long-COVID Syndrome. AI*IA 2023: 265-277 - [c65]Luigi Portinale:
Hybrid Bayesian Networks for the Reliability Analysis of Systems with Continuous Variables. FLAIRS 2023 - 2022
- [c64]Andrea Santomauro, Luigi Portinale, Giorgio Leonardi:
A multimodal approach to automated generation of radiology reports using contrastive learning (SHORT PAPER). HC@AIxIA 2022: 16-23 - [c63]Ilaria Cestari, Luigi Portinale, Pier Luigi Riva:
A Hybrid Recommender System with Implicit Feedbacks in Fashion Retail. AI*IA 2022: 212-224 - [c62]Marco Dossena, Christopher Irwin, Luigi Portinale:
Graph-based Recommendation using Graph Neural Networks. ICMLA 2022: 1769-1774 - [c61]Daniele Ciarlo, Luigi Portinale:
Multimodal Deep Learning and Fast Retrieval for Recommendation. ISMIS 2022: 52-60 - 2021
- [c60]Luigi Portinale, Samuele Brondolin:
Clustering Users by exploiting Activity Tracks in Recommender Systems for SME. ICTAI 2021: 1348-1352 - 2019
- [c59]Luigi Portinale:
Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning. FLAIRS 2019: 347-352 - [c58]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: 1-5 - [c57]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 - 2018
- [c56]Luigi Portinale, Monica Locatelli:
Investigating the Role of Ensemble Learning in High-Value Wine Identification. AAAI 2018: 7799-7804 - 2017
- [c55]Giorgio Leonardi, Luigi Portinale:
Applying Machine Learning to High-Quality Wine Identification. AI*IA 2017: 31-43 - 2016
- [c54]Luigi Portinale, Giorgio Leonardi, Paolo Artusio, Marco Valsania:
A Smart Financial Advisory System Exploiting Case-Based Reasoning. FINREC 2016: 33-40 - [c53]Giorgio Leonardi, Luigi Portinale, Paolo Artusio, Marco Valsania:
Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System. ICTAI 2016: 804-811 - 2015
- [c52]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: 1671-1680 - 2014
- [c51]Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia:
Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures. FLAIRS 2014 - [c50]Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia:
Quantitative evaluation of attack/defense scenarios through Decision Network modelling and analysis. ICCST 2014: 1-6 - [c49]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: 368 - 2013
- [c48]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: 199-205 - [c47]Daniele Codetta Raiteri, Luigi Portinale:
A GSPN based tool to inference generalized continuous time Bayesian networks. VALUETOOLS 2013: 316-319 - 2012
- [c46]Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani:
Flexible and Efficient Retrieval of Haemodialysis Time Series. ProHealth/KR4HC 2012: 154-167 - 2011
- [c45]Luigi Portinale, Daniele Codetta Raiteri:
Using Dynamic Decision Networks and Extended Fault Trees for Autonomous FDIR. ICTAI 2011: 480-484 - 2010
- [c44]Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani:
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. ICCBR 2010: 36-50 - 2009
- [c43]Luigi Portinale:
A Fuzzy Approach to Product Configuration on Standard Databases. AI*IA 2009: 486-495 - [c42]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: 225-239 - [c41]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: 269-275 - 2008
- [c40]Luigi Portinale, Stefania Montani:
A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. ICTAI (2) 2008: 241-245 - [c39]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: 154-168 - 2007
- [c38]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 - 2006
- [c37]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: 804-809 - [c36]Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez:
A Case-Based Architecture for Temporal Abstraction Configuration and Processing. ICTAI 2006: 667-676 - 2005
- [c35]Stefania Montani, Luigi Portinale:
Case Based Representation and Retrieval with Time Dependent Features. ICCBR 2005: 353-367 - 2004
- [c34]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi:
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters. ECCBR 2004: 659-672 - 2003
- [c33]Andrea Bobbio, Stefania Montani, Luigi Portinale:
Parametric Dependability Analysis through Probabilistic Horn Abduction. UAI 2003: 65-72 - 2002
- [c32]Luigi Portinale, Stefania Montani:
A Fuzzy Case Retrieval Approach Based on SQL for Implementing Electronic Catalogs. ECCBR 2002: 321-335 - [c31]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: 212-223 - 2001
- [c30]Luigi Portinale, Andrea Verrua:
Exploiting Fuzzy-SQL in Case-Based Reasoning. FLAIRS 2001: 103-107 - [c29]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: 29-38 - 2000
- [c28]Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli:
Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. ECAI 2000: 716-720 - [c27]Luigi Portinale, Pietro Torasso:
Automatic Case Base Management in a Multi-modal Reasoning System. EWCBR 2000: 234-246 - [c26]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli:
Evaluating a Multi-modal Reasoning System in Diabetes Care. EWCBR 2000: 467-478 - 1999
- [c25]Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli:
Multi-modal Reasoning in Diabetic Patient Management. AIMDM 1999: 113-123 - [c24]Luigi Portinale, Pietro Torasso, Paolo Tavano:
Speed-Up, Quality and Competence in Multi-modal Case-Based Reasoning. ICCBR 1999: 303-317 - [c23]Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva:
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. ICCBR 1999: 386-400 - [c22]Luigi Portinale, Pietro Torasso:
Diagnosis as a Variable Assignment Problem: A Case Study in a Space Robot Fault Diagnosis. IJCAI 1999: 1087-1095 - [c21]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: 645-649 - [c20]Andrea Bobbio, Giuliana Franceschinis, Rossano Gaeta, Luigi Portinale:
Exploiting Petri nets to support fault tree based dependability analysis. PNPM 1999: 146-155 - [c19]Andrea Bobbio, Luigi Portinale, Michele Minichino, Ester Ciancamerla:
Comparing Fault Trees and Bayesian Networks for Dependability Analysis. SAFECOMP 1999: 310-322 - [c18]Luigi Portinale, Andrea Bobbio:
Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability. UAI 1999: 551-558 - 1998
- [c17]Luigi Portinale, Pietro Torasso, Paolo Tavano:
Dynamic Case Memory Management. ECAI 1998: 73-77 - [c16]Riccardo Bellazzi, Stefania Montani, Luigi Portinale:
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision. EWCBR 1998: 64-75 - 1997
- [c15]Luigi Portinale, Pietro Torasso:
A Comparative Analysis of Horn Models and Bayesian Networks for Diagnosis. AI*IA 1997: 254-265 - [c14]Luigi Portinale:
Case-based Probability Factoring in Bayesian Belief Networks. AISTATS 1997: 391-398 - [c13]Luigi Portinale:
Modeling and Solving Constraint Satisfaction Problems through Petri Nets. ICATPN 1997: 348-366 - [c12]Luigi Portinale, Pietro Torasso, Diego Magro:
Selecting Most Adaptable Diagnostic Solutions through Pivoting-Based Retrieval. ICCBR 1997: 393-402 - 1996
- [c11]Luigi Portinale:
Improving Model-Based Diagnosis through Algebraic Analysis: The Petri Net Challenge. AAAI/IAAI, Vol. 2 1996: 952-958 - [c10]Luigi Portinale, Pietro Torasso:
On the Usefulness of Re-using Diagnostic Solutions. ECAI 1996: 137-141 - [c9]Cosimo Anglano, Luigi Portinale:
Parallel Model-Based Diagnosis Using PVM. PVM 1996: 331-334 - 1995
- [c8]Luigi Portinale, Pietro Torasso:
ADAPtER: An Integrated Diagnostic System Combining Case-Based and Abductive Reasoning. ICCBR 1995: 277-288 - 1994
- [c7]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: 39-58 - 1993
- [c6]Luigi Portinale:
Selecting Observation Time in the Monitoring and Interpretation of Time-Varying Data. AI*IA 1993: 314-325 - [c5]Luigi Portinale:
Exploiting T-invariant Analysis in Diagnostic Reasoning on a Petri Net Model. Application and Theory of Petri Nets 1993: 339-356 - [c4]Luigi Portinale, Pietro Torasso, Carlo Ortalda, Antonio Giardino:
Using Case-Based Reasoning to Focus Model-Based Diagnostic Problem Solving. EWCBR 1993: 325-337 - 1992
- [c3]Luca Console, Luigi Portinale, Daniele Theseider Dupré, Pietro Torasso:
Diagnostic Reasoning Across Different Time Points. ECAI 1992: 369-373 - [c2]Luigi Portinale:
Modeling Uncertain Temporal Evolutions in Model-based Diagnosis. UAI 1992: 244-251 - 1991
- [c1]Luigi Portinale:
Generalization Handling in a Dynamic Case Memory. ISMIS 1991: 72-81
Parts in Books or Collections
- 2019
- [p2]Giorgio Leonardi, Stefania Montani, Luigi Portinale, Silvana Quaglini, Manuel Striani:
Discovering Knowledge Embedded in Bio-medical Databases: Experiences in Food Characterization and in Medical Process Mining. Innovations in Big Data Mining and Embedded Knowledge 2019: 117-136 - 2007
- [p1]Stefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi:
Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence Methodologies. Advanced Computational Intelligence Paradigms in Healthcare (1) 2007: 89-112
Editorship
- 2000
- [e1]Enrico Blanzieri, Luigi Portinale:
Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings. Lecture Notes in Computer Science 1898, Springer 2000, ISBN 3-540-67933-2 [contents]
Informal and Other Publications
- 2024
- [i5]Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale:
Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work. CoRR abs/2407.00142 (2024) - 2019
- [i4]Luigi Portinale:
Approaching Adaptation Guided Retrieval in Case-Based Reasoning through Inference in Undirected Graphical Models. CoRR abs/1905.12464 (2019) - 2013
- [i3]Luigi Portinale, Andrea Bobbio:
Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability. CoRR abs/1301.6734 (2013) - [i2]Luigi Portinale:
Modeling Uncertain Temporal Evolutions in Model-Based Diagnosis. CoRR abs/1303.5424 (2013) - 2012
- [i1]Andrea Bobbio, Stefania Montani, Luigi Portinale:
Parametric Dependability Analysis through Probabilistic Horn Abduction. CoRR abs/1212.2446 (2012)
Coauthor Index
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