| Blandino et al., 2024 |
Blandino Alberto, Malchiodi Dario, Zanaboni Anna M., Casali Michelangelo, Spada Claudio
and
Di Francesco Carlotta |
Fatal fall from a height: is it possible to apply artificial
intelligence techniques for height estimation?,
International Journal of Legal Medicine
(2024),
in press
[BIBTEX]
|
2024 |
Journals |
Application of ML in veterinary and forensics |
| Paravisi et al., 2024 |
Paravisi Mattia, Visconti Andrea
and
Malchiodi Dario |
Security Analysis of Cryptographic Algorithms: Hints from
Machine Learning, in
L. Iliadis, I. Maglogiannis, A. Papaleonidas, E. Pimenidis
and
C. Jayne
(Eds.),
Engineering Applications of Neural Networks.
EANN 2024.,
Vol. 2141,
Cham:
Springer, Communications in Computer and Information Science,
569–580,
2024
[doi> BIBTEX]
|
2024 |
International conferences |
|
| Frasson and Malchiodi, 2024 |
Frasson Marco
and
Malchiodi Dario |
Support Vector Based Anomaly Detection
in Federated Learning, in
L. Iliadis, I. Maglogiannis, A. Papaleonidas, E. Pimenidis
and
C. Jayne
(Eds.),
Engineering Applications of Neural Networks.
EANN 2024.,
Vol. 2141,
Cham:
Springer, Communications in Computer and Information Science,
274–287,
2024
[doi> BIBTEX]
|
2024 |
International conferences |
|
| Malchiodi et al., 2024 |
Malchiodi Dario, Raimondi Davide, Fumagalli Giacomo, Giancarlo Raffaele
and
Frasca Marco |
The role of classifiers and data complexity in learned Bloom
filters: insights and recommendations,
Journal of Big Data 11
- 45
(2024)
[doi> BIBTEX]
|
2024 |
Journals |
Compression of machine learning models |
| Nicolini et al., 2024 |
Nicolini Marco, Malchiodi Dario, Cabri Alberto, Cavalleri Emanuele, Mesiti Marco, Paccanaro Alberto, Robinson Peter N., Reese Justin, Casiraghi Elena
and
Valentini Giorgio |
Fine-Tuning of Conditional Transformers Improves the
Generalization of Functionally Characterized Proteins, in
BIOSTEC 2024 - 17th International Joint Conference on
Biomedical Engineering Systems and Technologies -
Proceedings,
Vol. 1,
SCITEPRESS (ISBN 978-989-758-688-0),
561-568,
2024
[doi> BIBTEX]
|
2024 |
International conferences |
ML-based COVID-19 risk prediction |
| Valentini et al., 2023 |
Valentini Giorgio, Malchiodi Dario, Gliozzo Jessica, Mesiti Marco, Soto-Gomez Mauricio, Cabri Alberto, Reese Justin, Casiraghi Elena
and
Robinson Peter N. |
The promises of large language models for
protein design and modeling,
Frontiers in Bioinformatics 3
(2023),
1304099
[doi> BIBTEX]
|
2023 |
Journals |
ML-based COVID-19 risk prediction |
| Marinò et al., 2023 |
Marinò Giosuè C., Furia Flavio, Malchiodi Dario
and
Frasca Marco |
Efficient and Compact Representations of Deep Neural Networks via Entropy Coding,
IEEE Access 11
(2023),
106103—106125
[doi> BIBTEX]
|
2023 |
Journals |
Compression of machine learning models |
| Gliozzo et al., 2024 |
Gliozzo Jessica, Marinò Giosuè, Bonometti Arturo, Frasca Marco
and
Malchiodi Dario |
Resource-Limited Automated Ki67 Index Estimation in Breast
Cancer, in
Proceedings of the 2023 10th International Conference on
Bioinformatics Research and Applications
(ICBRA '23),
New York, NY, USA:
ACM,
165–172,
2024
[doi> BIBTEX]
|
2024 |
International conferences |
Compression of machine learning models |
| Ruschioni et al., 2023 |
Ruschioni Giulia, Malchiodi Dario, Zanaboni Anna M.
and
Bonizzoni Letizia |
Supervised learning algorithms as a tool for archaeology: classification of ceramic samples described by chemical element concentrations,
Journal of Archaeological Science: Reports 49
(2023),
103995
[doi> BIBTEX]
|
2023 |
Journals |
Application of ML in veterinary and forensics |
| Malchiodi et al., 2023 |
Malchiodi Dario, Raimondi Davide, Fumagalli Giacomo, Giancarlo Raffaele
and
Frasca Marco |
A Critical Analysis of Classifier Selection in Learned Bloom Filters: the Essentials, in
L. Iliadis, I. Maglogiannis, S. Alonso Castro, C. Jayne
and
E. Pimenidis
(Eds.),
Engineering Application of Neural Networks — 24th International Conference — EAAAI/EANN 2023 — León, Spain, June 14—17, 2023 —Proceedings,
Springer Nature, Communications in Computer and Information Science 1826,
47—61,
2023
[doi> preprint BIBTEX]
|
2023 |
International conferences |
Compression of machine learning models |
| Marinò et al., 2023a |
Marinò Giosuè C., Petrini Alessandro, Malchiodi Dario
and
Frasca Marco |
Deep neural networks compression: a comparative survey and choice recommendations,
Neurocomputing 520
(2023),
152—170
[doi> BIBTEX]
|
2023 |
Journals |
Compression of machine learning models |
| Condorelli and Malchiodi, 2022 |
Condorelli Andrea
and
Malchiodi Dario |
Designing a Master Course on Architectures for Big Data: A Collaboration Between University and Industry,
Informatics in Education 4
(2022),
635—653
[doi> BIBTEX]
|
2022 |
Journals |
Teaching computer programming |
| Zanaboni et al., 2022 |
Zanaboni Anna M., Malchiodi Dario, Bonizzoni Letizia
and
Ruschioni Giulia |
Classification of Pottery Fragments Described by Concentration of Chemical Elements, in
P. L. Mazzeo, E. Frontoni, S. Sclaroff
and
C. Distante
(Eds.),
Image Analysis and Processing. ICIAP 2022 Workshops. ICIAP 2022.,
Vol. 13373,
Cham:
Springer, Lecture Notes in Computer Science (ISBN 978-3-031-13320-6),
141—151,
2022
[doi> BIBTEX]
|
2022 |
International conferences |
Application of ML in veterinary and forensics |
| Fumagalli et al., 2022 |
Fumagalli Giacomo, Raimondi Davide, Giancarlo Raffaele, Malchiodi Dario
and
Frasca Marco |
On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters, in
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods — ICPRAM,
SciTePress (ISBN 978-989-758-549-4),
675—682,
2022
[doi> BIBTEX]
|
2022 |
International conferences |
Compression of machine learning models |
| Casali et al., 2021 |
Casali Michelangelo, Malchiodi Dario, Spada Claudio, Zanaboni Anna M., Cotroneo Rosy, Furci Domenico, Sommariva Andrea, Genovese Umberto
and
Blandino Alberto |
A pilot study for investigating the feasibility of supervised machine learning approaches for the classification of pedestrians struck by vehicles,
Journal of Forensics and Legal Medicine 84
(2021),
102256
[doi> BIBTEX]
|
2021 |
Journals |
Application of ML in veterinary and forensics |
| 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 |
Application of ML in veterinary and forensics |
| 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 |
ML-based COVID-19 risk prediction |
| 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 |
Application of ML in veterinary and forensics |
| 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 |
ML-based COVID-19 risk prediction |
| 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
[doi> 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 |
|