| 2026 | AIME | Biological Plausibility Assessment of Viral Sequences Generated by a Genomic Language Model. | Pablo Arozarena Donelli, Simone Rancati, Giovanna Nicora, Riccardo Bellazzi, Enea Parimbelli, Luigi Portinale |
| 2026 | FlAIRS | An Approach to Dimensionality Reduction based on Contrastive Learning - A Preliminary Analysis. | Luigi Portinale, Giacomo Bertolazzi |
| 2026 | PADS | Attack Graph driven Discrete Event Simulation for Security Assessment in Power Systems. | Davide Savarro, Davide Cerotti, Daniele Codetta Raiteri, Lavinia Egidi, Giuliana Franceschinis, Luigi Portinale, Giovanna Dondossola, Roberta Terruggia |
| 2025 | AIME | Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data. | Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale |
| 2024 | FlAIRS | Knowledge Distillation for a Domain-Adaptive Visual Recommender System. | Alessandro Abluton, Luigi Portinale |
| 2024 | FlAIRS | An Introduction to Probabilistic Graphical Models. | Luigi Portinale |
| 2024 | ICCBR | Integrating kNN Retrieval with Inference on Graphical Models in Case-Based Reasoning. | Luigi Portinale |
| 2023 | FlAIRS | Hybrid Bayesian Networks for the Reliability Analysis of Systems with Continuous Variables. | Luigi Portinale |
| 2022 | ICMLA | Graph-based Recommendation using Graph Neural Networks. | Marco Dossena, Christopher Irwin, Luigi Portinale |
| 2022 | ISMIS | Multimodal Deep Learning and Fast Retrieval for Recommendation. | Daniele Ciarlo, Luigi Portinale |
| 2021 | ICTAI | Clustering Users by exploiting Activity Tracks in Recommender Systems for SME. | Luigi Portinale, Samuele Brondolin |
| 2019 | FlAIRS | Exploiting Markov Random Fields to Enhance Retrieval in Case-Based Reasoning. | Luigi Portinale |
| 2018 | AAAI | Investigating the Role of Ensemble Learning in High-Value Wine Identification. | Luigi Portinale, Monica Locatelli |
| 2016 | ICTAI | Recommending Personalized Asset Investments through Case-Based Reasoning: The SMARTFASI System. | Giorgio Leonardi, Luigi Portinale, Paolo Artusio, Marco Valsania |
| 2015 | KDD | Exploiting Data Mining for Authenticity Assessment and Protection of High-Quality Italian Wines from Piedmont. | Marco Arlorio, Jean Daniel Cosson, Giorgio Leonardi, Monica Locatelli, Luigi Portinale |
| 2014 | FlAIRS | Decision Networks for Modeling and Analysis of Attack/Defense Scenarios in Critical Infrastructures. | Daniele Codetta Raiteri, Luigi Portinale, Roberta Terruggia |
| 2013 | DATA | Towards a Second Generation of Computer Interpretable Guidelines. | Paolo Terenziani, Alessio Bottrighi, Laura Giordano, Giuliana Franceschinis, Stefania Montani, Luigi Portinale, Daniele Theseider Dupr |
| 2012 | BPM | Flexible and Efficient Retrieval of Haemodialysis Time Series. | Stefania Montani, Giorgio Leonardi, Alessio Bottrighi, Luigi Portinale, Paolo Terenziani |
| 2011 | ICTAI | Using Dynamic Decision Networks and Extended Fault Trees for Autonomous FDIR. | Luigi Portinale, Daniele Codetta Raiteri |
| 2010 | ICCBR | Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions. | Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale, Paolo Terenziani |
| 2009 | ICCBR | Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features. | Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Luigi Portinale, Paolo Terenziani |
| 2009 | ICTAI | Extending the JColibri Open Source Architecture for Managing High-Dimensional Data and Large Case Bases. | Alessio Bottrighi, Giorgio Leonardi, Stefania Montani, Luigi Portinale |
| 2008 | ICTAI | A Fuzzy Logic Approach to Case Matching and Retrieval Suitable to SQL Implementation. | Luigi Portinale, Stefania Montani |
| 2007 | UAI | Compiling Dyanamic Fault Trees into Dynamic Bayesian Nets for Reliability Analysis: the RADYBAN Tool. | Luigi Portinale, Andrea Bobbio, Daniele Codetta Raiteri, Stefania Montani |
| 2006 | ICTAI | A Case-Based Architecture for Temporal Abstraction Configuration and Processing. | Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, Jos M. Jurez |
| 2005 | ICCBR | Case Based Representation and Retrieval with Time Dependent Features. | Stefania Montani, Luigi Portinale |
| 2003 | UAI | Parametric Dependability Analysis through Probabilistic Horn Abduction. | Andrea Bobbio, Stefania Montani, Luigi Portinale |
| 2002 | SAFECOMP | Methods of Increasing Modelling Power for Safety Analysis, Applied to a Turbine Digital Control System. | Andrea Bobbio, Ester Ciancamerla, Giuliana Franceschinis, Rossano Gaeta, Michele Minichino, Luigi Portinale |
| 2001 | FlAIRS | Exploiting Fuzzy-SQL in Case-Based Reasoning. | Luigi Portinale, Andrea Verrua |
| 2000 | ECAI | Artificial Intelligence Techniques for Diabetes Management: the T-IDDM Project. | Stefania Montani, Riccardo Bellazzi, Alberto Riva, Cristiana Larizza, Luigi Portinale, Mario Stefanelli |
| 1999 | ICCBR | Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management. | Riccardo Bellazzi, Stefania Montani, Luigi Portinale, Alberto Riva |
| 1999 | ICCBR | Speed-Up, Quality and Competence in Multi-modal Case-Based Reasoning. | Luigi Portinale, Pietro Torasso, Paolo Tavano |
| 1999 | IJCAI | Diagnosis as a Variable Assignment Problem: A Case Study in a Space Robot Fault Diagnosis. | Luigi Portinale, Pietro Torasso |
| 1999 | UAI | Bayesian Networks for Dependability Analysis: an Application to Digital Control Reliability. | Luigi Portinale, Andrea Bobbio |
| 1999 | SAFECOMP | Comparing Fault Trees and Bayesian Networks for Dependability Analysis. | Andrea Bobbio, Luigi Portinale, Michele Minichino, Ester Ciancamerla |
| 1998 | ECAI | Dynamic Case Memory Management. | Luigi Portinale, Pietro Torasso, Paolo Tavano |
| 1997 | AISTATS | Case-based Probability Factoring in Bayesian Belief Networks. | Luigi Portinale |
| 1997 | ICCBR | Selecting Most Adaptable Diagnostic Solutions through Pivoting-Based Retrieval. | Luigi Portinale, Pietro Torasso, Diego Magro |
| 1996 | AAAI | Improving Model-Based Diagnosis through Algebraic Analysis: The Petri Net Challenge. | Luigi Portinale |
| 1996 | ECAI | On the Usefulness of Re-using Diagnostic Solutions. | Luigi Portinale, Pietro Torasso |
| 1995 | ICCBR | ADAPtER: An Integrated Diagnostic System Combining Case-Based and Abductive Reasoning. | Luigi Portinale, Pietro Torasso |
| 1992 | ECAI | Diagnostic Reasoning Across Different Time Points. | Luca Console, Luigi Portinale, Daniele Theseider Dupr, Pietro Torasso |
| 1992 | UAI | Modeling Uncertain Temporal Evolutions in Model-based Diagnosis. | Luigi Portinale |
| 1991 | ISMIS | Generalization Handling in a Dynamic Case Memory. | Luigi Portinale |