Publications

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Bagardi et al., 2021 Bagardi Mara, Locatelli Chiara, Zanaboni Anna M., Galizzi Alberto, Malchiodi Dario and Brambilla Paola G. Multiple retrospective analysis of survival and evaluation of cardiac death predictors in a population of dogs affected by degenerative mitral valve disease in ACVIM class C treated with different therapeutic protocols, Polish Journal of Veterinary Sciences 24 - 1 (2021), 109—118 [doi> BIBTEX] 2021 Journals
Esposito et al., 2021 Esposito Andrea A., Casiraghi Elena, Chiaraviglio Francesca, Scarabelli Alice, Stellato Elvira, Plensich Guido, Lastella Giulia, Di Meglio Letizia, Fusco Stefano, Avola Emanuele, Jachetti Alessandro, Giannitto Caterina, Malchiodi Dario, Frasca Marco, Beheshti Afshin, Robinson Peter N., Valentini Giorgio, Forzenigo Laura and Carrafiello Gianpaolo Artificial Intelligence in Predicting Clinical Outcome in COVID-19 Patients from Clinical, Biochemical, and a Qualitative Chest X-Ray Scoring System, Reports in Medical Imaging 14 (2021), 27—39 [doi> BIBTEX] 2021 Journals
Galizzi et al., 2021 Galizzi Alberto, Bagardi Mara, Stranieri Angelica, Zanaboni Anna M., Malchiodi Dario, Borromeo Vitaliano, Brambilla Paola G. and Locatelli Chiara Factors affecting the urinary aldosterone-to-creatinine ratio in healthy dogs and dogs with naturally occurring myxomatous mitral valve disease, BMC Veterinary Research 17 - 1 (2021), 1—14 [doi> BIBTEX] 2021 Journals
Marinò et al., 2021 Marinò Giosuè C., Ghidoli Gregorio, Frasca Marco and Malchiodi Dario Reproducing the sparse Huffman Address Map compression for deep neural networks, in B. Kerautret, M. Colom, A. Krähenbühl, Adrien, D. Lopresti, P. Monasse and H. Talbot (Eds.), Reproducible Research in Pattern Recognition, Cham: Springer International Publishing, Lecture Notes in Computer Science 12636, 161—166, 2021 [doi> BIBTEX] 2021 International conferences Compression of machine learning models
Casiraghi et al., 2020 Casiraghi Elena, Malchiodi Dario, Trucco Gabriella, Frasca Marco, Cappelletti Luca, Fontana Tommaso, Esposito Andrea A., Avola Emanuele, Jachetti Alessandro, Reese Justin, Rizzi Alessandro, Robinson Peter N. and Valentini Giorgio Explainable machine learning for early assessment of COVID-19 risk prediction in emergency departments, IEEE Access 8 (2020), 196299—196325 [doi> BIBTEX] 2020 Journals
Marinò et al., 2021a Marinò Giosué C., Ghidoli Gregorio, Frasca Marco and Malchiodi Dario Compression strategies and space-conscious representations for deep neural networks, in 2020 25th International Conference on Pattern Recognition (ICPR), IEEE, 9835—9842, 2021 [doi> BIBTEX] 2021 International conferences Compression of machine learning models
Bellettini et al., 2020 Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Algomotricità: manipolare i fondamenti dell'Informatica, in and E. Nardelli (Ed.), Coding e oltre: l'informatica nella scuola, Chapter , Liscianilibri (ISBN 978-8892810426), 2020 [BIBTEX] 2020 Chapters Popularization of informatics culture
Malchiodi et al., 2020 Malchiodi Dario, da Costa Pereira Célia and Tettamanzi Andrea G. Classifying Candidate Axioms via Dimensionality Reduction Techniques, in V. Torra, Y. Narukawa, J. Nin and N. Agell (Eds.), Modeling Decisions for Artificial Intelligence. 17th International Conference, MDAI 2020 Sant Cugat, Spain, September 2–4, 2020 Proceedings, Cham, Switzerland: Springer, Lecture Notes in Computer Sciencce 12256, 179—191, 2020 [doi> BIBTEX] 2020 International conferences Mining of knowledge bases in semantic Web
Lodi et al., 2019 Lodi Michael, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Spieler Bernadette Constructionist Attempts at Supporting the Learning of Computer Programming: A Survey, Olympiads in Informatics 13 (2019), 99—121 [doi> BIBTEX] 2019 Journals Popularization of informatics culture
Malchiodi and Zanaboni, 2019 Malchiodi Dario and Zanaboni Anna Maria Data-Driven Induction of Shadowed Sets Based on Grade of Fuzziness, in R. Fullér, S. Giove and F. Masulli (Eds.), Fuzzy Logic and Applications — 12th International Workshop, WILF 2018 Genoa, Italy, September 6–7, 2018 — Revised Selected Papers, Cham: Springer Nature Switzerland AG, Lecture Notes in Artificial Intelligence 11291 (ISBN 978-3-030-12543-1/978-3-030-12544-8), 17—28, 2019 [doi> BIBTEX] 2019 International conferences
Malchiodi, 2019a Malchiodi Dario Some Thoughts About Appealing Directions for the Future of Fuzzy Theory and Technologies Along the Path Traced by Lotfi Zadeh, in R. Fullér, S. Giove and F. Masulli (Eds.), Fuzzy Logic and Applications — 12th International Workshop, WILF 2018 Genoa, Italy, September 6–7, 2018 — Revised Selected Papers, Cham: Springer Nature Switzerland AG, Lecture Notes in Artificial Intelligence 11291 (ISBN 978-3-030-12543-1/978-3-030-12544-8), 240—243, 2019 [doi> BIBTEX] 2019 International conferences
Bellettini et al., 2018 Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Informatics and Computational Thinking: A Teacher Professional Development Proposal Based on Social-Constructivism, in Informatics in Schools. Fundamentals of Computer Science and Software Engineering., Springer, Lecture Notes in Computer Science 11169 (ISBN 9783030027490), 194–205, 2018 [doi> BIBTEX] 2018 International conferences Popularization of informatics culture
Malchiodi et al., 2018 Malchiodi Dario, da Costa Pereira Célia and Tettamanzi Andrea G. Predicting the Possibilistic Score of OWL Axioms through Support Vector Regression, in D. Ciucci, G. Pasi and B. Vantaggi (Eds.), Scalable Uncertainty Management. SUM 2018, Cham: Springer, Lecture Notes in Artificial Intelligence 11142 (ISBN 978-3-030-00460-6/978-3-030-00461-3), 2018 [doi> BIBTEX] 2018 International conferences
Monga et al., 2018 Monga Mattia, Lodi Michael, Malchiodi Dario, Morpurgo Anna and Spieler Bernadette Learning to Program in a Constructionist Way, in V. Dagienė and E. Jasutė (Eds.), Constructionism 2018: Computational Thinking and Educational Innovation: conference proceedings, Vilnius University (ISBN 9786099576015), 906–929, 2018 [BIBTEX] 2018 International conferences Popularization of informatics culture
Cermenati et al., 2020 Cermenati Luca, Malchiodi Dario and Zanaboni Anna Maria Simultaneous Learning of Fuzzy Sets, in A. Esposito, M. Faundez-Zanuy, M. Morabito and E. Pasero (Eds.), Neural Approaches to Dynamics of Signal Exchanges, Vol. 151, Singapore: Springer, Smart Innovation, Systems and Technologies, 167-175, 2020 [doi> BIBTEX] 2020 International conferences
Bellettini et al., 2018a Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Informatica e pensiero computazionale: una proposta costruttivista per gli insegnanti, in G. Adorni, M. Cicognani, F. Koceva and G. Mastronardi (Eds.), Didamatica 2018: Didattica Informatica, AICA (ISBN 978889809147-8), 201–210, 2018 [BIBTEX] 2018 International conferences Popularization of informatics culture
Morpurgo et al., 2018 Morpurgo Anna, Monga Mattia, Malchiodi Dario, Macoratti Roberto, Lonati Violetta, Carimati Fabio and Bellettini Carlo A Platform for the Italian Bebras, in Proceedings of 10th International Conference on Computer Supported Education, SCITEPRESS (ISBN 978-989-758-291-2), 350–357, 2018 [doi> BIBTEX] 2018 International conferences Popularization of informatics culture
Boldi et al., 2018 Boldi Paolo, Frasca Marco and Malchiodi Dario Evaluating the impact of topological protein features on the negative examples selection, BMC Bioinformatics 19 - 14 (2018), 417.115–417.126 [doi> Open access link BIBTEX] 2018 Journals
Malchiodi and Tettamanzi, 2018 Malchiodi Dario and Tettamanzi Andrea G. Predicting the Possibilistic Score of OWL Axioms through Modified Support Vector Clustering, in H. Haddad, R. L. Wainwright and R. Chbeir (Eds.), SAC'18: Proceedings of the 33rd Annual ACM Symposium on Applied Computing, ACM (ISBN 9781450351911), 1984–1991, 2018 [doi> BIBTEX] 2018 International conferences
Lonati et al., 2017 Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna How presentation affects the difficulty of computational thinking tasks: an IRT analysis, in Proceedings of 17th Koli Calling International Conference on Computing Education Research, ACM (ISBN 9781450353014), 60–69, 2017 [doi> BIBTEX] 2017 International conferences Popularization of informatics culture
Calcagni et al., 2017 Calcagni Annalisa, Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Promoting Computational Thinking Skills: Would You Use this Bebras Task?, in V. Dagienė and H. Hellas (Eds.), Informatics in Schools: Focus on Learning Programming, Springer, Lecture Notes in Computer Science (ISBN 978-3-319-71482-0), 102–113, 2017 [doi> BIBTEX] 2017 International conferences Popularization of informatics culture
Ludovico et al., 2017 Ludovico Luca A., Malchiodi Dario and Zecca Luisa A Multimodal LEGO®-based Learning Activity Mixing Musical Notation and Computer Programming, in MIE 2017 Proceedings of the 1st ACM SIGCHI International Workshop on Multimodal Interaction for Education, ACM (ISBN 978-1-4503-5557-5), 44–48, 2017 [doi> BIBTEX] 2017 International conferences Popularization of informatics culture
Frasca et al., 2019 Frasca Marco, Fontaine Jean F., Valentini Giorgio, Mesiti Marco, Notaro Marco, Malchiodi Dario and Andrade-Navarro Miguel Disease-Genes Must Guide Data Source Integration in the Gene Prioritization Process, in M. Bartoletti, A. Barla, A. Bracciali, G. W. Klau, L. Peterson, A. Policriti and R. Tagliaferri (Eds.), Computational Intelligence Methods for Bioinformatics and Biostatistics. CIBB 2017, Cham: Springer, Lecture Notes in Computer Science 10834 / Lecture Notes in Bioinformatics 10834 (ISBN 978-3-030-14159-2/978-3-030-14160-8), 60—69, 2019 [doi> BIBTEX] 2019 International conferences
Baraté et al., 2017 Baraté Adriano, Ludovico Luca A. and Malchiodi Dario Fostering Computational Thinking in Primary School through a LEGO®-based Music Notation, Procedia computer science 112 (2017), 1334–1344, Special issue: KES 2017 - Proceedings of the 21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems [doi> BIBTEX] 2017 Journals Popularization of informatics culture
Lonati et al., 2017a Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Learning Greedy Strategies at Secondary Schools: An Active Approach, in A. Sforza and C. Sterle (Eds.), Optimization and Decision Science: Methodologies and Applications, Springer, Proceedings in Mathematics & Statistics (ISBN 978-3319673973), 223–231, 2017 [doi> BIBTEX] 2017 International conferences Popularization of informatics culture
Lonati et al., 2017b Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Bebras as a teaching resource, in ITiCSE '17 Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education, ACM (ISBN 9781450347044), 366–366, 2017 [BIBTEX] 2017 International conferences Popularization of informatics culture
Lonati et al., 2017c Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Nothing to fear but fear itself: introducing recursion in lower secondary schools, in International Conference on Learning and Teaching in Computing and Engineering (LATICE), 2017, IEEE (ISBN 9781538608920), 91–98, 2017 [doi> BIBTEX] 2017 International conferences Popularization of informatics culture
Frasca and Malchiodi, 2017 Frasca Marco and Malchiodi Dario Exploiting Negative Sample Selection for Prioritizing Candidate Disease Genes, Genomics and Computational Biology 3 - 3 (2017), e47 [doi> BIBTEX] 2017 Journals
Frasca et al., 2017a Frasca Marco, Lipreri Fabio and Malchiodi Dario Analysis of Informative Features for Negative Selection in Protein Function Prediction, in I. Rojas and F. Ortuño (Eds.), Bioinformatics and Biomedical Engineering 5th International Work-Conference, IWBBIO 2017, Granada, Spain, April 26–28, 2017, Proceedings, Part II, Vol. 10209, 2017 [doi> BIBTEX] 2017 International conferences
Baratè et al., 2017 Baratè Adriano, Formica Andrea, Ludovico Luca A. and Malchiodi Dario Fostering Computational Thinking in Secondary School through Music: An Educational Experience based on Google Blockly, in P. Escudeiro, G. Costagliola, S. Zvacek, J. Uhomoibhi and B. M. McLaren (Eds.), Proceedings of the 9th International Conference on Computer Supported Education, SCITEPRESS (ISBN 978-989-758-240-0), 117–124, 2017 [BIBTEX] 2017 International conferences Popularization of informatics culture
Monga et al., 2017 Monga Mattia, Malchiodi Dario, Morpurgo Anna and Torelli Mauro Turing: la nascita dell'intelligenza artificiale, Corriere della Sera, Grandangolo Scienza, 2017 [BIBTEX] 2017 Books Popularization of informatics culture
Lonati et al., 2016 Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Previtali Mauro A playful tool to introduce lower secondary school pupils to recursive thinking, in Proceedings of 9th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2016, 51-52, 2016 [BIBTEX] 2016 International conferences Popularization of informatics culture
Bellettini et al., 2015 Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Pedersini Federico La formazione degli insegnanti della classe 42/A – Informatica: l'esperienza dell'Università degli Studi di Milano, in and A. Labella (Ed.), E questo tutti chiamano Informatica, Chapter 4, Sapienza Università Editrice (ISBN 978-88-98533-63-3), 53–76, 2015 [BIBTEX] 2015 Chapters Popularization of informatics culture
Lissoni et al., 2015 Lissoni Angelo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna, Repetto Lorenzo and Torelli Mauro VII Kangourou dell'informatica 2014-2015, Edizioni Kangourou Italia (ISBN 978-88-89249-41-3), 2015 [BIBTEX] 2015 Other publications Popularization of informatics culture
Bellettini et al., 2015a Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Torelli Mauro How Challenging are Bebras Tasks? An IRT analysis based on the performance of Italian students, in ITiCSE '15 Proceedings of the 2015 ACM Conference on Innovation and Technology in Computer Science Education, New York: ACM (ISBN 9781450334402), 27-32, 2015 [BIBTEX] 2015 International conferences Popularization of informatics culture
Lonati et al., 2015 Lonati Violetta, Malchiodi Dario, Monga Mattia and Morpurgo Anna Is coding the way to go?, in A. Brodnik and J. Vahrenhold (Eds.), Informatics in Schools. Curricula, Competences, and Competitions, Springer International Publishing (ISBN 9783319253954), 165-174, 2015 [BIBTEX] 2015 International conferences Popularization of informatics culture
Frasca and Malchiodi, 2016 Frasca Marco and Malchiodi Dario Selection of Negative Examples for Node Label Prediction through Fuzzy Clustering Techniques, in S. Bassis, A. Esposito, F. C. Morabito and E. Pasero (Eds.), Advances in Neural Networks: Computational Intelligence for ICT, Springer International Publishing (ISBN 978-3-319-33747-0), 67-76, 2016 [doi> BIBTEX] 2016 International conferences
Paterson et al., 2015 Paterson James, Karhu Markku, Cazzola Walter, Illina Irina, Law Robert, Malchiodi Dario, Maximiano Marisa and Silva Catarina Experience of an International Collaborative Project with First Year Programming Students, in Proceedings of the IEEE 39th Annual Computer Software and Applications Conference (COMPSAC'15), 829–834, 2015 [BIBTEX] 2015 International conferences Popularization of informatics culture
Malchiodi, 2015 Malchiodi Dario Sistemi operativi – esercizi risolti e commentati, (ISBN 978-88-91091-41-3), 2015 [book page BIBTEX] 2015 Books
Lissoni et al., 2014 Lissoni Angelo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna, Repetto Lorenzo and Torelli Mauro VI Kangourou dell'Informatica 2013--2014, Edizioni Kangourou Italia (ISBN 9788889249376), 2014 [BIBTEX] 2014 Other publications Popularization of informatics culture
Bellettini et al., 2014 Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna, Torelli Mauro and Zecca Luisa Informatics Education in Italian Secondary School, ACM Transactions on Computing Education (TOCE) – Special Issue on Computing Education in (K-12) Schools 14 - 2 (2014), 15.1–15.6 [doi> BIBTEX] 2014 Journals Popularization of informatics culture
Bellettini et al., 2014a Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna, Torelli Mauro and Zecca Luisa Extracurricular Activities for Improving the Perception of Informatics in Secondary Schools, in Y. Gülbahar and E. Karataş (Eds.), Informatics in Schools. Teaching and Learning Perspectives – 7th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2014, Istanbul, Turkey, September 22-25, 2014. Proceedings, Vol. 8730, Springer International Publishing, Lecture Notes in Computer Science (ISBN 978-3-319-09958-3), 161–172, 2014 [doi> BIBTEX] 2014 International conferences Popularization of informatics culture
Bellettini et al., 2014b Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Torelli Mauro Teaching Informatics for Fun and Profit, in A. Raschi, A. Di Fabio and L. Sebastiani (Eds.), Proceedings of the International Workshop on Science Education and Guidance in Schools: The Way Forward, Edizioni ETS (ISBN 978-88-903469-2-7), 125–128, 2014 [ BIBTEX] 2014 International conferences Popularization of informatics culture
Malchiodi and Pedrycz, 2013 Malchiodi Dario and Pedrycz Witold Learning Membership Functions for Fuzzy Sets through Modified Support Vector Clustering, in F. Masulli, G. Pasi and R. Yager (Eds.), Fuzzy Logic and Applications. 10th International Workshop, WILF 2013, Genoa, Italy, November 19–22, 2013. Proceedings., Vol. 8256, Springer International Publishing, Switzerland, Lecture Notes on Artificial Intelligence (ISBN 978-3-319-03199-6), 52–59, 2013 [doi> BIBTEX] 2013 International conferences
Malchiodi and Legnani, 2014 Malchiodi Dario and Legnani Tommaso Avoiding the Cluster Hypothesis in SV Classification of Partially Labeled Data, in S. Bassis, A. Esposito and F. C. Morabito (Eds.), Recent Advances of Neural Networks Models and Applications. Proceedings of the 23nd Workshop of the Italian Neural Networks Society (SIREN), May 23-25, Vietri sul Mare, Salerno, Italy, Vol. 26, Springer, Smart Innovation, Systems and Technologies (ISBN 978-3-319-04128-5), 33-40, 2014 [ BIBTEX] 2014 International conferences
Lissoni et al., 2013 Lissoni Angelo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Torelli Mauro V Kangourou dell'Informatica 2012--2013. Testi, soluzioni e commenti, Edizioni Kangourou Italia (ISBN 978-88-89249-34-5), 2013 [BIBTEX] 2013 Other publications Popularization of informatics culture
Apolloni et al., 2013 Apolloni Bruno, Malchiodi Dario and Taylor John G. Learning by Gossip: A Principled Information Exchange Model in Social Networks, Cognitive Computation 5 - 3 (2013), 327-339 [doi> BIBTEX] 2013 Journals
Bellettini et al., 2013 Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Torelli Mauro What you see is what you have in mind: constructing mental models for formatted text processing, in I. Diethelm, J. Arndt, M. Dünnebier and J. (Eds.), Informatics in Schools: Local Proceedings of the 6th International Conference ISSEP 2013 - Selected Papers, Vol. 6, Universitätsverlag Potsdam, Commentarii informaticae didacticae (ISBN 978-3-86956-222-3), 139-147, 2013 [ BIBTEX] 2013 International conferences Popularization of informatics culture
Malchiodi, 2013a Malchiodi Dario MUT: un framework di test automatico per Wolfram Mathematica, in Mathematica Italia User Group Meeting 2013 - Atti del Convegno, Adalta (ISBN 978-88-96810-03-3), 2013 [ BIBTEX] 2013 International conferences
Bellettini et al., 2012 Bellettini Carlo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Torelli Mauro Exploring the processing of formatted texts by a kynesthetic approach, in WiPSCE'12 Proceedings of the 7th Workshop in Primary and Secondary Computing Education , ACM (ISBN 9781450317870), 143-144, 2012 [ BIBTEX] 2012 International conferences Popularization of informatics culture
Lissoni et al., 2012 Lissoni Angelo, Lonati Violetta, Malchiodi Dario, Monga Mattia, Morpurgo Anna and Torelli Mauro Kangourou dell'Informatica 2012, Edizioni Kangourou Italia (ISBN 9788889249307), 2012 [BIBTEX] 2012 Other publications Popularization of informatics culture
Malchiodi, 2013b Malchiodi Dario An interpretation of the boundary movement method for imbalanced dataset classification based on data quality, in B. Apolloni, S. Bassis, A. Esposito and F. C. Morabito (Eds.), Neural Nets and Surroundings. 22nd Italian Workshop on Neural Nets, WIRN 2012, May 17-19 2012, Vietri sul Mare, Salerno, Italy, Springer, Smart Innovation, Systems and Technologies 19 (ISBN 978-3-642-35466-3), 21-27, 2013 [doi> BIBTEX] 2013 International conferences
Malchiodi, 2011 Malchiodi Dario Scrivi anche tu un libro con Mathematica!, in Mathematica Italia User Group Meeting 2011 - Atti del Convegno, Adalta (ISBN 9788896810026), 2011 [ BIBTEX] 2011 International conferences
Apolloni et al., 2010 Apolloni Bruno, Malchiodi Dario and Valerio Lorenzo Relevance regression learning with support vector machines, Nonlinear Analysis 73 (2010), 2855-2867 [doi> BIBTEX] 2010 Journals
Apolloni et al., 2010a Apolloni Bruno, Bassis Simone, Gaito Sabrina, Malchiodi Dario and Zoppis Italo Playing monotone games to understand learning behaviors, Theoretical Computer Science 411 - 25 (2010), 2384-2405 [doi> BIBTEX] 2010 Journals
Malchiodi et al., 2010 Malchiodi Dario, Re Matteo and Valentini Giorgio Uso di Mathematica per la classificazione di dati di qualità variabile, in Mathematica Italia User Group Meeting - Atti del Convegno 2010, Adalta (ISBN 978-88-96810-00-2), 2010 [ BIBTEX] 2010 International conferences
Malchiodi, 2010a Malchiodi Dario yaplf: yet another python learning framework, python library, 2010 [Home GitHub BIBTEX] 2010 Software
Apolloni et al., 2009 Apolloni Bruno, Bassis Simone and Malchiodi Dario Compatible worlds, Nonlinear Analysis: Theory, Methods & Applications 71 - 12 (2009), e2883-e2901 [doi> BIBTEX] 2009 Journals
Malchiodi, 2009 Malchiodi Dario An experimental analysis of the impact of accuracy degradation in SVM classification, International Journal of Computational Intelligence Studies 1 - 2 (2009), 163-190 [doi> BIBTEX] 2009 Journals
Bulgheroni and Malchiodi, 2009 Bulgheroni Maria and Malchiodi Dario Mathematica per l'introduzione dei rudimenti della programmazione nelle scuole superiori, in Atti del Mathematica Italia User Group Meeting, Adalta, 2009 [ BIBTEX] 2009 International conferences
Malchiodi et al., 2009a Malchiodi Dario, Bassis Simone and Valerio Lorenzo svMathematica: implementazione in Mathematica di algoritmi di machine learning basati su vettori di supporto, in Atti del Mathematica Italia User Group Meeting, Adalta, 2009 [ BIBTEX] 2009 International conferences
Malchiodi et al., 2009b Malchiodi Dario, Bassis Simone and Valerio Lorenzo svMathematica: a Mathematica package for SV classification and regression, Wolfram Mathematica library, 2009 [Home GitHub BIBTEX] 2009 Software
Apolloni et al., 2008 Apolloni Bruno, Pedrycz Witold, Bassis Simone and Malchiodi Dario The Puzzle of Granular Computing, Berlin: Springer, Studies in Computational Intelligence, Vol. 138 (ISBN 978-3-540-79863-7), 2008 [publisher BIBTEX] 2008 Books
Apolloni et al., 2008a Apolloni Bruno, Bassis Simone, Malchiodi Dario and Pedrycz Witold Interpolating Support Information Granules, Neurocomputing 71 (2008), 2433-2445 [doi> BIBTEX] 2008 Journals
Apolloni et al., 2008b Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Bootstrapping Complex Functions, Nonlinear Analysis: Hybrid Systems 2 - 2 (2008), 648-664 [doi> BIBTEX] 2008 Journals
Malchiodi, 2008 Malchiodi Dario Embedding Sample Points Uncertainty Measures in Learning Algorithms, Nonlinear Analysis: Hybrid Systems 2 - 2 (2008), 635-647 [doi> BIBTEX] 2008 Journals
Malchiodi et al., 2009c Malchiodi Dario, Bassis Simone and Valerio Lorenzo Discovering regression data quality through clustering methods, in B. Apolloni, M. Marinaro and S. Bassis (Eds.), New Directions in Neural Networks, 18th Italian Workshop on Neural Networks: WIRN 2008, 22-24 May 2008, Vietri sul Mare, IOS Press, FAIA-KBIES vol. 193 (ISBN 0922-6389), 76-85, 2009 [ BIBTEX] 2009 International conferences
Malchiodi, 2008a Malchiodi Dario The head fake, ovvero insegnando è concesso imbrogliare, in Atti del Mathematica Italia User Group Meeting, Adalta, 2008 [ BIBTEX] 2008 International conferences
Malchiodi, 2007 Malchiodi Dario Fare matematica con Mathematica, Milano: Pearson Addison Wesley (ISBN 978-88-7192-365-9), 2007, in italian [book-page publisher BIBTEX] 2007 Books
Apolloni et al., 2007 Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Solving complex regression problems via Algorithmic Inference: a new family of bootstrap algorithms, Far East Journal of Theoretical Statistics 22 - 2 (2007), 141-180 [BIBTEX] 2007 Journals
Apolloni et al., 2007a Apolloni Bruno, Bassis Simone, Clivio Alberto, Gaito Sabrina and Malchiodi Dario Modeling individual's aging within a bacterial population using a pi-calculus paradigm, Natural Computing 6 - 1 (2007), 33-53 [doi> BIBTEX] 2007 Journals
Apolloni et al., 2007b Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Appreciation of medical treatments by learning underlying functions with good confidence, Current Pharmaceutical Design 13 - 15 (2007), 1545-1570 [ BIBTEX] 2007 Journals
Apolloni et al., 2007c Apolloni Bruno, Malchiodi Dario and Natali Luca A Modified SVM Classification Algorithm for Data of Variable Quality, in B. Apolloni, R. Howlett and L. Jain (Eds.), Knowledge-Based Intelligent Information and Engineering Systems 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part III, Berlin Heidelberg: Springer-Verlag, Lecture Notes in Artificial Intelligence 4694 (ISBN 978-3-540-74828-1), 131-139, 2007 [doi> on-line access BIBTEX] 2007 International conferences
Apolloni et al., 2007d Apolloni Bruno, Bassis Simone and Malchiodi Dario SVM with Random Labels, in B. Apolloni, R. Howlett and L. Jain (Eds.), Knowledge-Based Intelligent Information and Engineering Systems 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part III, Berlin Heidelberg: Springer-Verlag, Lecture Notes in Artificial Intelligence 4694 (ISBN 978-3-540-74828-1), 184-193, 2007 [doi> on-line access BIBTEX] 2007 International conferences
Apolloni et al., 2006 Apolloni Bruno, Malchiodi Dario and Gaito Sabrina Algorithmic Inference in Machine Learning, 2nd Edition, Magill, Adelaide: Advanced Knowledge International, International Series on Advanced Intelligence, Vol. 5 (ISBN 0-9751004-2-4), 2006 [publisher BIBTEX] 2006 Books
Apolloni et al., 2006a Apolloni Bruno, Brega Andrea, Malchiodi Dario, Palmas Giorgio and Zanaboni Anna Maria Learning Rule Representations From Data, IEEE Transactions on Systems, Man and Cybernetics, Part A 36 - 5 (2006), 1010-1028 [doi> BIBTEX] 2006 Journals
Apolloni et al., 2006b Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Elementary team strategies in a monotone game, Nonlinear Analysis 64 - 2 (2006), 310-328 [doi> BIBTEX] 2006 Journals
Apolloni et al., 2006c Apolloni Bruno, Bassis Simone, Gaito Sabrina, Malchiodi Dario and Zoppis Italo Controlling the losing probability in a monotone game, Information Sciences 176 - 10 (2006), 1395-1416 [doi> BIBTEX] 2006 Journals
Apolloni and Malchiodi, 2006a Apolloni Bruno and Malchiodi Dario Embedding sample points relevance in SVM linear classification, in V. Torra, Y. Narukawa, A. Valls and J. Domingo-Ferrer (Eds.), MDAI 2006 - Proceedings of 3rd International Conference on Modeling Decisions for Artificial Intelligence, Tarragona: Universitat Rovira I Virgili (ISBN 8400-08416-0), 2006 [ BIBTEX] 2006 International conferences
Apolloni et al., 2006e Apolloni Bruno, Bassis Simone, Malchiodi Dario and Pedrycz Witold Interpolating Support Information Granules, in S. Kollias, A. Stafylopatis, W. Duch and E. Oja (Eds.), Artificial Neural Networks - ICANN 2006 - 16th International Conference, Athens, Greece, September 10-14, 2006, Proceedings, Part II, Berlin/Heidelberg: Springer, Lecture Notes in Computer Science 4132 (ISBN 978-3-540-38871-5), 270-281, 2006 [doi> on-line access BIBTEX] 2006 International conferences
Malchiodi, 2006 Malchiodi Dario Implementing an XML-RPC client in Mathematica, in B. Autin and Y. Papegay (Eds.), eProceedings of the 8th International Mathematica Symposium, Rocquencourt, France: INRIA (ISBN 2-7261-1289-7), 2006 [ BIBTEX] 2006 International conferences
Malchiodi, 2006a Malchiodi Dario The Mathematica neosAPI package, Wolfram Mathematica library, 2006 [Home GitHub BIBTEX] 2006 Software
Malchiodi, 2006b Malchiodi Dario xmlRpc: remotely executing code within Mathematica, Wolfram Mathematica library, 2006 [Home GitHub BIBTEX] 2006 Software
Malchiodi, 2006c Malchiodi Dario A Mathematica bae64 package, Wolfram Mathematica library, 2006 [Home GitHub BIBTEX] 2006 Software
Apolloni et al., 2005 Apolloni Bruno, Brega Andrea and Malchiodi Dario BICA: a Boolean Independent Component Analysis Algorithm, in N. Nedjah, L. Mourelle, M. B. R. Vellasco, A. Abraham and M. Köppen (Eds.), Proceedings of HIS 2005: Fifth International Conference on Hybrid Intelligent Systems, IEEE Computer Society (ISBN 0-7695-2457-5), 131-136, 2005 [doi> BIBTEX] 2005 International conferences
Apolloni et al., 2005a Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Tight Bounds for SVM Classification Error, in M. Zhao and Z. Shi (Eds.), Proceedings - 2005 International Conference on Neural Network & Brain (ICNN&B'05), IEEE Press (ISBN 0-7803-9422-4), 5-8, 2005 [on-line access BIBTEX] 2005 International conferences
Apolloni et al., 2005b Apolloni Bruno, Iannizzi Domenico, Malchiodi Dario and Pedrycz Witold Granular Regression, in B. Apolloni, M. Marinaro, G. Nicosia and R. Tagliaferri (Eds.), Neural Nets. 16th Italian Workshop on Neural Nets, WIRN 2005 and International Workshop on Natural and Artificial Immune Systems, NAIS 2005. Vietri sul Mare, Italy, June 2005, Springer, Lecture Notes in Computer Science 3931 (ISBN 3-540-33183-2), 2005 [doi> on-line access BIBTEX] 2005 International conferences
Apolloni et al., 2005c Apolloni Bruno, Clivio Alberto, Bassis Simone, Gaito Sabrina and Malchiodi Dario An Evolution Hypothesis of Bacterial Populations, in B. Apolloni, M. Marinaro, G. Nicosia and R. Tagliaferri (Eds.), Neural Nets. 16th Italian Workshop on Neural Nets, WIRN 2005 and International Workshop on Natural and Artificial Immune Systems, NAIS 2005. Vietri sul Mare, Italy, June 2005, Springer, Lecture Notes in Computer Science 3931 (ISBN 3-540-33183-2), 214-230, 2005 [doi> online-access BIBTEX] 2005 International conferences
Apolloni et al., 2005d Apolloni Bruno, Bassis Simone, Gaito Sabrina, Malchiodi Dario and Minora Alberto Computing confidence intervals for the risk ofa SVM classifier through algorithmic inference, in B. Apolloni, M. Marinaro and R. Tagliaferri (Eds.), Biological and Artificial Intelligence Environments, Springer, 225-234, 2005 [online-access BIBTEX] 2005 International conferences
Apolloni et al., 2005e Apolloni Bruno, Bassis Simone, Gaito Sabrina, Iannizzi Domenico and Malchiodi Dario Learning continuous functions through a new linear regression method, in B. Apolloni, M. Marinaro and R. Tagliaferri (Eds.), Biological and Artificial Intelligence Environments, Springer, 235-243, 2005 [online-access BIBTEX] 2005 International conferences
Apolloni et al., 2005f Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Appreciation of medical treatments through confidence intervals, in E. Biganzoli, P. Boracchi, P. Duca and E. Ifeachor (Eds.), Proceedings of the 1t European Workshop on the Assessment of Diagnostic Performance, RCE Edizioni (ISBN 88-8399-084-6), 165-174, 2005 [ BIBTEX] 2005 International conferences
Apolloni et al., 2005g Apolloni Bruno, Brega Andrea, Malchiodi Dario, Orovas Christos and Zanaboni Anna Maria A Fuzzy Method for Learning Simple Boolean Formulas from Examples, in S. Halgamuge and L. Wang (Eds.), Computational Intelligence for Modelling and Prediction, Chapter 26, Springer, Studies in Computational Intelligence, Vol. 2 (ISBN 3-540-26071-4), 367-382, 2005, extended version of [Apolloni et al., 2002] [doi> BIBTEX] 2005 Chapters
Apolloni et al., 2004 Apolloni Bruno, Esposito Anna, Malchiodi Dario, Orovas Christos, Palmas Giorgio and Taylor John G. A General Framework for Learning Rules From Data, IEEE Transactions on Neural Networks 15 - 6 (2004), 1333-1349 [doi> BIBTEX] 2004 Journals
Apolloni et al., 2004a Apolloni Bruno, Brega Andrea, Malchiodi Dario and Mesiano Cristian Detecting Driving Awareness, in J. Boulicaut, F. Esposito, F. Giannotti and D. Pedreschi (Eds.), Knowledge Discovery in Databases - PKDD 2004. 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004. Proceedings, Berlin, Heidelberg: Springer, Lecture Notes in Artificial Intelligence 3202 (ISBN 3-540-23108-0), 528-530, 2004, demonstrating paper [doi> online-access BIBTEX] 2004 International conferences
Apolloni et al., 2004b Apolloni Bruno, Malchiodi Dario and Mesiano Cristian An Attention Monitoring System for High Demanding Operational Tasks, in Proceedings of the 2004 IEEE International Conference on Computational Intelligence for Homeland Security and Personal Safety, IEEE Press (ISBN 0-7803-8381-8), 23-29, 2004, invited paper [doi> BIBTEX] 2004 International conferences
Apolloni et al., 2003 Apolloni Bruno, Brega Andrea, Malchiodi Dario, Palmas Giorgio and Zanaboni Anna Maria Learning rule representations from boolean data, in O. Kaynak, E. Alpaydin, E. Oja and L. Xu (Eds.), Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings, Springer, Lecture Notes in Computer Science 2714, 875-882, 2003 [doi> on-line access BIBTEX] 2003 International conferences
Apolloni et al., 2003a Apolloni Bruno, Bassis Simone, Brega Andrea, Gaito Sabrina, Malchiodi Dario and Zanaboni Anna Maria A man-machine human interface for a special device of the pervasive computing world, in A. Kameas and N. Streitz (Eds.), Proceedings of DC Tales: Tales of the Disappearing Computer, Santorini Greece, June 1-4, 2003, CTI Press (ISBN 960-406-461-4), 263-267, 2003 [ BIBTEX] 2003 International conferences
Apolloni et al., 2003b Apolloni Bruno, Brega Andrea, Malchiodi Dario, Valcamonica Norberto and Zanaboni Anna Maria A symbolic description of the awareness state in car driving, in A. Kameas and N. Streitz (Eds.), Proceedings of DC Tales: Tales of the Disappearing Computer, Santorini Greece, June 1-4, 2003, CTI Press (ISBN 960-406-461-4), 93-96, 2003 [ BIBTEX] 2003 International conferences
Kasderidis et al., 2003 Kasderidis Stathis, Taylor John G., Tsapatoulis Nicolas and Malchiodi Dario Driving Attention to the Dangerous, in O. Kaynak, E. Alpaydin and E. Oja (Eds.), Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings, Springer, Lecture Notes in Computer Science 2714, 909-916, 2003 [on-line access BIBTEX] 2003 International conferences
Apolloni et al., 2003c Apolloni Bruno, Bassis Simone, Brega Andrea, Gaito Sabrina, Malchiodi Dario, Valcamonica Norberto and Zanaboni Anna Maria Monitoring of car driving awareness from biosignals, in B. Apolloni, M. Marinaro and R. Tagliaferri (Eds.), Neural Nets: 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Springer, Lecture Notes in Computer Science 2859 (ISBN 3-540-20227-7), 269-277, 2003 [doi> on-line access BIBTEX] 2003 International conferences
Apolloni et al., 2003d Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Cooperative games in a stochastic environment, in B. Apolloni, M. Marinaro and R. Tagliaferri (Eds.), Neural Nets: 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Springer, Lecture Notes in Computer Science 2859 (ISBN 3-540-20227-7), 25-34, 2003 [doi> on-line access BIBTEX] 2003 International conferences
Apolloni et al., 2002 Apolloni Bruno, Malchiodi Dario, Orovas Christos and Palmas Giorgio From synapses to rules, Cognitive Systems Research 3 (2002), 167-201 [doi> BIBTEX] 2002 Journals
Apolloni and Malchiodi, 2002a Apolloni Bruno and Malchiodi Dario Narrowing confidence interval width of PAC learning risk function by algorithmic inference, in On-line proceedings of the 7th International Symposium on Artificial Intelligence and Mathematics (Fort Lauderdale, USA, January 2-4 2002), 2002 [on-line access BIBTEX] 2002 International conferences
Apolloni et al., 2002b Apolloni Bruno, Malchiodi Dario, Orovas Christos and Zanaboni Anna Maria Fuzzy Methods for Simplifying a Boolean Formula Inferred from Examples, in L. Wang, S. Halgamuge and X. Yao (Eds.), FSDK'02, Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery: Computational Intelligence for the E-Age, November 18-22, 2002, Orchid Country Club, Singapore, Vol. 2, (ISBN 981-04-7520-9), 554-558, 2002, extended version in [Apolloni et al., 2005] [ BIBTEX] 2002 International conferences
Apolloni et al., 2002c Apolloni Bruno, Bassis Simone, Malchiodi Dario and Gaito Sabrina Cooperative games in a stochastic environment, in E. Damiani, R. Howlett, L. Jain and N. Ichalkaranje (Eds.), Knowledge-Based Intelligent Information Engineering Systems and Allied Technologies - KES 2002 (Proceedings of KES'2002: Sixth Internatinal Conference on Knowledge-Based Intelligent Information & Engineering Systems, Crema, Italy, September 18-19, 2002, Vol. 82, Amsterdam: IOS Press/Ohmsha, Frontiers in Artificial Intelligence and Applications (ISBN 1-58603-280-1), 296-300, 2002 [ BIBTEX] 2002 International conferences
Apolloni et al., 2002d Apolloni Bruno, Malchiodi Dario, Gaito Sabrina and Zanaboni Anna Maria Twisting features with properties, in M. Marinaro and R. Tagliaferri (Eds.), Neural Nets WIRN Vietri-01: Proceedings of the 12th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 17-19 May, 2001, Springer, Perspectives in Neural Computing (ISBN 1-85233-505-X), 301-312, 2002 [ BIBTEX] 2002 International conferences
Apolloni et al., 2002e Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Statistical bases for learning, in B. Apolloni and F. Kurfess (Eds.), From synapses to rules. Discovering symbolic rules from neural processed data, Chapter 1, New York: Kluwer Academic/Plenum Publishers (ISBN 0-306-47402), 5-40, 2002 [BIBTEX] 2002 Chapters
Apolloni et al., 2002f Apolloni Bruno, Gaito Sabrina, Iannizzi Domenico and Malchiodi Dario Learning regression functions, in B. Apolloni and F. Kurfess (Eds.), From synapses to rules. Discovering symbolic rules from neural processed data, Chapter 3, New York: Kluwer Academic/Plenum Publishers (ISBN 0-306-47402), 61-73, 2002 [BIBTEX] 2002 Chapters
Apolloni et al., 2002g Apolloni Bruno, Bassis Simone, Gaito Sabrina and Malchiodi Dario Cooperative games in a stochastic environment, in B. Apolloni and F. Kurfess (Eds.), From synapses to rules. Discovering symbolic rules from neural processed data, Chapter 4, New York: Kluwer Academic/Plenum Publishers (ISBN 0-306-47402), 75-86, 2002 [BIBTEX] 2002 Chapters
Apolloni et al., 2002h Apolloni Bruno, Malchiodi Dario, Orovas Christos and Zanaboni Anna Maria Fuzzy methods for simplifying a Boolean formula inferred from examples, in B. Apolloni and F. Kurfess (Eds.), From synapses to rules. Discovering symbolic rules from neural processed data, Chapter 7, New York: Kluwer Academic/Plenum Publishers (ISBN 0-306-47402), 117-128, 2002 [BIBTEX] 2002 Chapters
Apolloni et al., 2002i Apolloni Bruno, Gaito Sabrina and Malchiodi Dario Learning and checking confidence regions for the hazard function of biomedical data, in B. Apolloni and F. Kurfess (Eds.), From synapses to rules. Discovering symbolic rules from neural processed data, Chapter 13, New York: Kluwer Academic/Plenum Publishers (ISBN 0-306-47402), 251-260, 2002 [BIBTEX] 2002 Chapters
Apolloni and Malchiodi, 2001 Apolloni Bruno and Malchiodi Dario Gaining degrees of freedom in subsymbolic learning, Theoretical Computer Science 255 (2001), 295-321 [doi> BIBTEX] 2001 Journals
Apolloni and Malchiodi, 2001a Apolloni Bruno and Malchiodi Dario Twisting statistics with properties, in A. Morazevich, V. Levashenko, E. Zaitseva and N. Ichalkaranje (Eds.), Proceedings of ICINASTe 2001: Internatinal Conference on Information, Networks and System Technlogies (Minsk, Belarus, October 2-4, 2001), Minsk: BSEU (ISBN 985-426-692-3), 48-56, 2001 [ BIBTEX] 2001 International conferences
Apolloni et al., 2000 Apolloni Bruno, Malchiodi Dario, Orovas Christos and Palmas Giorgio From synapses to rules, in Workshop notes of ECAI 2000: European Conference on Artificial Intelligence - Workshop of connectionist-symbolic integration: representation, paradigm and algorithms (Berlin, Germany, 2000), 2000 [ BIBTEX] 2000 International conferences
Malchiodi, 2000 Malchiodi Dario Algorithmic approach to the statistical inference of non-Boolean function classes, Università degli Studi di Milano, 2000, PhD thesis in Computational Mathematics and Operations Research [ BIBTEX] 2000 Theses
Apolloni et al., 1997 Apolloni Bruno, Malchiodi Dario and Taylor John G. Functional bootstrap: a hardware constrained implementation of on-line bootstrap, InterStat October (1997) [on-line access BIBTEX] 1997 Journals
Malchiodi, 1996 Malchiodi Dario Algoritmi di apprendimento per reti neurali non standard, Università degli Studi di Milano, 1996, MSc thesis in Computer Science (in Italian) [ BIBTEX] 1996 Theses