Publications

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Lodi et al., 2019 Lodi M., Malchiodi D., Monga M., Morpurgo A. and Spieler B. 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 D. and Zanaboni A. 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 D. 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 C., Lonati V., Malchiodi D., Monga M. and Morpurgo A. 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 D., da Costa Pereira C. and Tettamanzi A. G. B. 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 M., Lodi M., Malchiodi D., Morpurgo A. and Spieler B. 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 L., Malchiodi D. and Zanaboni A. Simultaneous Learning of Fuzzy Sets, in A. Esposito, M. Faundez-Zanuy, M. Morabito and E. Pasero (Eds.), Neural Approaches to Dynamics of Signal Exchanges, Singapore: Springer, Smart Innovation, Systems and Technologies, 167-175, 2020 [doi> BIBTEX] 2020 International conferences
Bellettini et al., 2018a Bellettini C., Lonati V., Malchiodi D., Monga M. and Morpurgo A. 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 A., Monga M., Malchiodi D., Macoratti R., Lonati V., Carimati F. and Bellettini C. 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 P., Frasca M. and Malchiodi D. 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 D. and Tettamanzi A. G. B. 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 V., Malchiodi D., Monga M. and Morpurgo A. 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 A., Lonati V., Malchiodi D., Monga M. and Morpurgo A. 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 L. A., Malchiodi D. and Zecca L. 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 M., Fontaine J. Fred, Valentini G., Mesiti M., Notaro M., Malchiodi D. and Andrade-Navarro M. 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 A., Ludovico L. A. and Malchiodi D. 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 V., Malchiodi D., Monga M. and Morpurgo A. 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 V., Malchiodi D., Monga M. and Morpurgo A. 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 V., Malchiodi D., Monga M. and Morpurgo A. 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 M. and Malchiodi D. 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 M., Lipreri F. and Malchiodi D. 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 A., Formica A., Ludovico L. A. and Malchiodi D. 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 M., Malchiodi D., Morpurgo A. and Torelli M. Turing: la nascita dell'intelligenza artificiale, Corriere della Sera, Grandangolo Scienza, 2017 [BIBTEX] 2017 Books Popularization of informatics culture
Lonati et al., 2016 Lonati V., Malchiodi D., Monga M., Morpurgo A. and Previtali M. 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 C., Lonati V., Malchiodi D., Monga M., Morpurgo A. and Pedersini F. 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 A., Lonati V., Malchiodi D., Monga M., Morpurgo A., Repetto L. and Torelli M. 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 C., Lonati V., Malchiodi D., Monga M., Morpurgo A. and Torelli M. 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 V., Malchiodi D., Monga M. and Morpurgo A. 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 M. and Malchiodi D. 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 J., Karhu M., Cazzola W., Illina I., Law R., Malchiodi D., Maximiano M. and Silva C. 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 D. Sistemi operativi – esercizi risolti e commentati, (ISBN 978-88-91091-41-3), 2015 [book page BIBTEX] 2015 Books
Lissoni et al., 2014 Lissoni A., Lonati V., Malchiodi D., Monga M., Morpurgo A., Repetto L. and Torelli M. 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 C., Lonati V., Malchiodi D., Monga M., Morpurgo A., Torelli M. and Zecca L. 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 C., Lonati V., Malchiodi D., Monga M., Morpurgo A., Torelli M. and Zecca L. 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 C., Lonati V., Malchiodi D., Monga M., Morpurgo A. and Torelli M. 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 D. and Pedrycz W. 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 D. and Legnani T. 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 A., Lonati V., Malchiodi D., Monga M., Morpurgo A. and Torelli M. 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 B., Malchiodi D. and Taylor J. 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 C., Lonati V., Malchiodi D., Monga M., Morpurgo A. and Torelli M. 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 D. 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 C., Lonati V., Malchiodi D., Monga M., Morpurgo A. and Torelli M. 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 A., Lonati V., Malchiodi D., Monga M., Morpurgo A. and Torelli M. Kangourou dell'Informatica 2012, Edizioni Kangourou Italia (ISBN 9788889249307), 2012 [BIBTEX] 2012 Other publications Popularization of informatics culture
Malchiodi, 2013b Malchiodi D. 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 D. 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 B., Malchiodi D. and Valerio L. Relevance regression learning with support vector machines, Nonlinear Analysis 73 (2010), 2855-2867 [doi> BIBTEX] 2010 Journals
Apolloni et al., 2010a Apolloni B., Bassis S., Gaito S., Malchiodi D. and Zoppis I. Playing monotone games to understand learning behaviors, Theoretical Computer Science 411 - 25 (2010), 2384-2405 [doi> BIBTEX] 2010 Journals
Malchiodi et al., 2010 Malchiodi D., Re M. and Valentini G. 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 D. yaplf: yet another python learning framework, python library, 2010 [Home GitHub BIBTEX] 2010 Software
Apolloni et al., 2009 Apolloni B., Bassis S. and Malchiodi D. Compatible worlds, Nonlinear Analysis: Theory, Methods & Applications 71 - 12 (2009), e2883-e2901 [doi> BIBTEX] 2009 Journals
Malchiodi, 2009 Malchiodi D. 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 M. and Malchiodi D. 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 D., Bassis S. and Valerio L. 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 D., Bassis S. and Valerio L. svMathematica: a Mathematica package for SV classification and regression, Wolfram Mathematica library, 2009 [Home GitHub BIBTEX] 2009 Software
Apolloni et al., 2008 Apolloni B., Pedrycz W., Bassis S. and Malchiodi D. 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 B., Bassis S., Malchiodi D. and Pedrycz W. Interpolating Support Information Granules, Neurocomputing 71 (2008), 2433-2445 [doi> BIBTEX] 2008 Journals
Apolloni et al., 2008b Apolloni B., Bassis S., Gaito S. and Malchiodi D. Bootstrapping Complex Functions, Nonlinear Analysis: Hybrid Systems 2 - 2 (2008), 648-664 [doi> BIBTEX] 2008 Journals
Malchiodi, 2008 Malchiodi D. 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 D., Bassis S. and Valerio L. 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 D. 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 D. 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 B., Bassis S., Gaito S. and Malchiodi D. 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 B., Bassis S., Clivio A., Gaito S. and Malchiodi D. 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 B., Bassis S., Gaito S. and Malchiodi D. 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 B., Malchiodi D. and Natali L. 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 B., Bassis S. and Malchiodi D. 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 B., Malchiodi D. and Gaito S. 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 B., Brega A., Malchiodi D., Palmas G. and Zanaboni A. 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 B., Bassis S., Gaito S. and Malchiodi D. Elementary team strategies in a monotone game, Nonlinear Analysis 64 - 2 (2006), 310-328 [doi> BIBTEX] 2006 Journals
Apolloni et al., 2006c Apolloni B., Bassis S., Gaito S., Malchiodi D. and Zoppis I. Controlling the losing probability in a monotone game, Information Sciences 176 - 10 (2006), 1395-1416 [doi> BIBTEX] 2006 Journals
Apolloni and Malchiodi, 2006a Apolloni B. and Malchiodi D. 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 B., Bassis S., Malchiodi D. and Pedrycz W. 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 D. 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 D. The Mathematica neosAPI package, Wolfram Mathematica library, 2006 [Home GitHub BIBTEX] 2006 Software
Malchiodi, 2006b Malchiodi D. xmlRpc: remotely executing code within Mathematica, Wolfram Mathematica library, 2006 [Home GitHub BIBTEX] 2006 Software
Malchiodi, 2006c Malchiodi D. A Mathematica bae64 package, Wolfram Mathematica library, 2006 [Home GitHub BIBTEX] 2006 Software
Apolloni et al., 2005 Apolloni B., Brega A. and Malchiodi D. 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 B., Bassis S., Gaito S. and Malchiodi D. 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 B., Iannizzi D., Malchiodi D. and Pedrycz W. 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 B., Clivio A., Bassis S., Gaito S. and Malchiodi D. 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 B., Bassis S., Gaito S., Malchiodi D. and Minora A. 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 B., Bassis S., Gaito S., Iannizzi D. and Malchiodi D. 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 B., Bassis S., Gaito S. and Malchiodi D. 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
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Apolloni et al., 2004 Apolloni B., Esposito A., Malchiodi D., Orovas C., Palmas G. and Taylor J. G. A General Framework for Learning Rules From Data, IEEE Transactions on Neural Networks 15 - 6 (2004), 1333-1349 [doi> BIBTEX] 2004 Journals
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Apolloni et al., 2003 Apolloni B., Brega A., Malchiodi D., Palmas G. and Zanaboni A. 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
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Apolloni et al., 2003c Apolloni B., Bassis S., Brega A., Gaito S., Malchiodi D., Valcamonica N. and Zanaboni A. Monitoring of car drivng 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
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Apolloni et al., 2002b Apolloni B., Malchiodi D., Orovas C. and Zanaboni A. 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 B., Bassis S., Malchiodi D. and Gaito S. 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
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Apolloni et al., 2002e Apolloni B., Bassis S., Gaito S. and Malchiodi D. 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 B., Gaito S., Iannizzi D. and Malchiodi D. 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 B., Bassis S., Gaito S. and Malchiodi D. 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 B., Malchiodi D., Orovas C. and Zanaboni A. 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 B., Gaito S. and Malchiodi D. 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 B. and Malchiodi D. Gaining degrees of freedom in subsymbolic learning, Theoretical Computer Science 255 (2001), 295-321 [doi> BIBTEX] 2001 Journals
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