| 2026 | PERCOM | Compression Techniques for Membership Functions to Fuzzy Sets Learned from Data. | Amirreza Dashti Genave, Dario Malchiodi, Marco Frasca |
| 2026 | WWW | Better Negatives, Better Predictions: Negative Sample Selection Strategies for Enhancing Biomedical KG Edge Classification. | Emanuele Cavalleri, Miad Alavinezhad, Marco Mesiti, Dario Malchiodi |
| 2025 | EANN | Quench Detection and Localization via Interpretable Machine Learning. | Alessandro Biagiotti, Dario Malchiodi, Samuele Mariotto, Lucio Rossi |
| 2024 | EANN | Support Vector Based Anomaly Detection in Federated Learning. | Massimo Frasson, Dario Malchiodi |
| 2024 | EANN | Security Analysis of Cryptographic Algorithms: Hints from Machine Learning. | Mattia Paravisi, Andrea Visconti, Dario Malchiodi |
| 2024 | VLDB | SPIREX: Improving LLM-based relation extraction from RNA-focused scientific literature using graph machine learning. | Emanuele Cavalleri, Mauricio Soto Gomez, Ali Pashaeibarough, Dario Malchiodi, J. Harry Caufield, Justin T. Reese, Chris Mungall, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini, Marco Mesiti |
| 2023 | EANN | A Critical Analysis of Classifier Selection in Learned Bloom Filters: The Essentials. | Dario Malchiodi, Davide Raimondi, Giacomo Fumagalli, Raffaele Giancarlo, Marco Frasca |
| 2022 | ICIAP | Classification of Pottery Fragments Described by Concentration of Chemical Elements. | Anna Maria Zanaboni, Dario Malchiodi, Letizia Bonizzoni, Giulia Ruschioni |
| 2022 | ICPRAM | On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters. | Giacomo Fumagalli, Davide Raimondi, Raffaele Giancarlo, Dario Malchiodi, Marco Frasca |
| 2020 | ICPR | Compression strategies and space-conscious representations for deep neural networks. | Giosu Cataldo Marin, Gregorio Ghidoli, Marco Frasca, Dario Malchiodi |
| 2020 | MDAI | Classifying Candidate Axioms via Dimensionality Reduction Techniques. | Dario Malchiodi, Clia da Costa Pereira, Andrea G. B. Tettamanzi |
| 2018 | CSEDU | A Platform for the Italian Bebras. | Carlo Bellettini, Fabrizio Carimati, Violetta Lonati, Riccardo Macoratti, Dario Malchiodi, Mattia Monga, Anna Morpurgo |
| 2018 | SAC | Predicting the possibilistic score of OWL axioms through modified support vector clustering. | Dario Malchiodi, Andrea G. B. Tettamanzi |
| 2017 | CSEDU | Fostering Computational Thinking in Secondary School through Music - An Educational Experience based on Google Blockly. | Adriano Barat, Andrea Formica, Luca A. Ludovico, Dario Malchiodi |
| 2017 | ICMI | A multimodal LEGO-based learning activity mixing musical notation and computer programming. | Luca Andrea Ludovico, Dario Malchiodi, Luisa Zecca |
| 2017 | ITiCSE | Bebras as a Teaching Resource: Classifying the Tasks Corpus Using Computational Thinking Skills. | Violetta Lonati, Dario Malchiodi, Mattia Monga, Anna Morpurgo |
| 2017 | KES | Fostering Computational Thinking in Primary School through a LEGO | Adriano Barat, Luca A. Ludovico, Dario Malchiodi |
| 2015 | ITiCSE | How Challenging are Bebras Tasks?: An IRT Analysis Based on the Performance of Italian Students. | Carlo Bellettini, Violetta Lonati, Dario Malchiodi, Mattia Monga, Anna Morpurgo, Mauro Torelli |
| 2007 | KES | SVM with Random Labels. | Bruno Apolloni, Simone Bassis, Dario Malchiodi |
| 2007 | KES | A Modified SVM Classification Algorithm for Data of Variable Quality. | Bruno Apolloni, Dario Malchiodi, Luca Natali |
| 2006 | ICANN | Interpolating Support Information Granules. | Bruno Apolloni, Simone Bassis, Dario Malchiodi, Witold Pedrycz |
| 2005 | HIS | BICA: a Boolean Independent Component Analysis Algorithm. | Bruno Apolloni, Dario Malchiodi, Andrea Brega |
| 2003 | ICANN | Learning Rule Representations from Boolean Data. | Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas, Anna Maria Zanaboni |
| 2003 | ICANN | Drawing Attention to the Dangerous. | Stathis Kasderidis, John G. Taylor, Nicolas Tsapatsoulis, Dario Malchiodi |
| 2002 | ISAIM | Narrowing confidence interval width of PAC learning risk function by algorithmic inference. | Bruno Apolloni, Dario Malchiodi |