D. Malchiodi

Most-cited papers

Deep neural networks compression: A comparative survey and choice recommendations
Giosuè Cataldo Marinò, A. Petrini, D. Malchiodi, Marco Frasca
2022Neurocomputing117 citations Open access
Semantic Scholar
Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency Departments
E. Casiraghi, D. Malchiodi, G. Trucco, M. Frasca +9 more
2020IEEE Access75 citations Open access
Semantic Scholar
From Synapses to Rules
B. Apolloni, D. Malchiodi, C. Orovas, G. Palmas
2002Springer US48 citations
Semantic Scholar
Algorithmic Inference in Machine Learning
B. Apolloni, D. Malchiodi, S. Gaito
2005IEEE Transactions on Neural Networks39 citations
Semantic Scholar
International Conference on Knowledge Based and Intelligent Information and Engineering Systems , KES 2017 , 6-8 September 2017 , Marseille , France Fostering Computational Thinking in Primary School through a LEGO-based Music Notation
A. Baratè, L. A. Ludovico, D. Malchiodi
201235 citations
Semantic Scholar
How Challenging are Bebras Tasks?: An IRT Analysis Based on the Performance of Italian Students
C. Bellettini, Violetta Lonati, D. Malchiodi, Mattia Monga +2 more
2015Annual Conference on Innovation and Technology in Computer Science Education34 citations Open access
Semantic Scholar
The Puzzle of Granular Computing
B. Apolloni, W. Pedrycz, S. Bassis, D. Malchiodi
2008Studies in Computational Intelligence34 citations
Semantic Scholar
A general framework for learning rules from data
B. Apolloni, A. Esposito, D. Malchiodi, C. Orovas +2 more
2004IEEE Transactions on Neural Networks29 citations
Semantic Scholar
Informatics Education in Italian Secondary Schools
C. Bellettini, Violetta Lonati, D. Malchiodi, Mattia Monga +3 more
2014TOCE25 citations Open access
Semantic Scholar
Extracurricular Activities for Improving the Perception of Informatics in Secondary Schools
C. Bellettini, Violetta Lonati, D. Malchiodi, Mattia Monga +3 more
2014International Conference on Informatics in Secondary Schools21 citations
Semantic Scholar
Promoting Computational Thinking Skills: Would You Use this Bebras Task?
A. Calcagni, Violetta Lonati, D. Malchiodi, Mattia Monga +1 more
2017International Conference on Informatics in Secondary Schools19 citations
Semantic Scholar
Is Coding the Way to Go?
Violetta Lonati, D. Malchiodi, Mattia Monga, Anna Morpurgo
2015International Conference on Informatics in Secondary Schools19 citations
Semantic Scholar
Learning rule representations from data
B. Apolloni, A. Brega, D. Malchiodi, G. Palmas +1 more
2006IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans17 citations
Semantic Scholar
Predicting the possibilistic score of OWL axioms through modified support vector clustering
D. Malchiodi, A. Tettamanzi
2018ACM Symposium on Applied Computing16 citations Open access
Semantic Scholar
Exploring the processing of formatted texts by a kynesthetic approach
C. Bellettini, Mattia Monga, Violetta Lonati, Anna Morpurgo +2 more
2012Workshop in Primary and Secondary Computing Education15 citations
Semantic Scholar
Constructionist Attempts at Supporting the Learning of Computer Programming: A Survey
M. Lodi, D. Malchiodi, Mattia Monga, Anna Morpurgo +1 more
2019OLYMPIADS IN INFORMATICS14 citations Open access
Semantic Scholar
On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters
G. Fumagalli, Davide Raimondi, R. Giancarlo, D. Malchiodi +1 more
2021International Conference on Pattern Recognition Applications and Methods13 citations Open access
Semantic Scholar
Compression strategies and space-conscious representations for deep neural networks
Giosuè Cataldo Marinò, G. Ghidoli, M. Frasca, D. Malchiodi
2020International Conference on Pattern Recognition13 citations Open access
Semantic Scholar
Learning Membership Functions for Fuzzy Sets through Modified Support Vector Clustering
D. Malchiodi, W. Pedrycz
2013International Workshop on Fuzzy Logic and Applications13 citations
Semantic Scholar
Appreciation of medical treatments through confidence intervals.
B. Apolloni, S. Bassis, S. Gaito, D. Malchiodi
2007Current pharmaceutical design13 citations
Semantic Scholar
Bebras as a Teaching Resource: Classifying the Tasks Corpus Using Computational Thinking Skills
Violetta Lonati, D. Malchiodi, Mattia Monga, Anna Morpurgo
2017Annual Conference on Innovation and Technology in Computer Science Education12 citations
Semantic Scholar
What you see is what you have in mind : constructing mental models for formatted text processing
C. Bellettini, Violetta Lonati, D. Malchiodi, Mattia Monga +2 more
201312 citations
Semantic Scholar
Interpolating support information granules
B. Apolloni, S. Bassis, D. Malchiodi, W. Pedrycz
2006Neurocomputing12 citations
Semantic Scholar
How presentation affects the difficulty of computational thinking tasks: an IRT analysis
Violetta Lonati, Mattia Monga, D. Malchiodi, Anna Morpurgo
2017European Conference on Modelling and Simulation11 citations
Semantic Scholar
Controlling the losing probability in a monotone game
B. Apolloni, S. Bassis, S. Gaito, D. Malchiodi +1 more
2006Information Sciences11 citations
Semantic Scholar
A pilot study for investigating the feasibility of supervised machine learning approaches for the classification of pedestrians struck by vehicles.
M. Casali, D. Malchiodi, C. Spada, A. Zanaboni +5 more
2021Journal of Forensic and Legal Medicine10 citations Open access
Semantic Scholar
Bootstrapping complex functions
B. Apolloni, S. Bassis, S. Gaito, D. Malchiodi
200810 citations
Semantic Scholar
Fostering Computational Thinking in Secondary School through Music - An Educational Experience based on Google Blockly
A. Baratè, Andrea Formica, L. A. Ludovico, D. Malchiodi
2017International Conference on Computer Supported Education9 citations Open access
Semantic Scholar
Granular Regression
B. Apolloni, D. Iannizzi, D. Malchiodi, W. Pedrycz
2005WIRN/NAIS9 citations
Semantic Scholar
A Platform for the Italian Bebras
C. Bellettini, F. Carimati, Violetta Lonati, Riccardo Macoratti +3 more
2018International Conference on Computer Supported Education8 citations Open access
Semantic Scholar
Relevance regression learning with support vector machines
B. Apolloni, D. Malchiodi, L. Valerio
20108 citations
Semantic Scholar
Reproducing the Sparse Huffman Address Map Compression for Deep Neural Networks
Giosuè Cataldo Marinò, G. Ghidoli, M. Frasca, D. Malchiodi
2021International Workshop on Reproducible Research in Pattern Recognition7 citations
Semantic Scholar
Nothing to Fear but Fear Itself: Introducing Recursion in Lower Secondary Schools
Violetta Lonati, D. Malchiodi, Mattia Monga, Anna Morpurgo
2017Learning and Teaching in Computing and Engineering7 citations
Semantic Scholar
Learning by Gossip: A Principled Information Exchange Model in Social Networks
B. Apolloni, D. Malchiodi, John G. Taylor
2013Cognitive Computation7 citations
Semantic Scholar
Some Thoughts About Appealing Directions for the Future of Fuzzy Theory and Technologies Along the Path Traced by Lotfi Zadeh
D. Malchiodi
2018International Workshop on Fuzzy Logic and Applications6 citations Open access
Semantic Scholar
A multimodal LEGO®-based learning activity mixing musical notation and computer programming
L. A. Ludovico, D. Malchiodi, L. Zecca
2017MIE@ICMI6 citations
Semantic Scholar
A Modified SVM Classification Algorithm for Data of Variable Quality
B. Apolloni, D. Malchiodi, Luca Natali
2007International Conference on Knowledge-Based Intelligent Information & Engineering Systems6 citations
Semantic Scholar
Drawing Attention to the Dangerous
S. Kasderidis, John G. Taylor, N. Tsapatsoulis, D. Malchiodi
2003International Conference on Artificial Neural Networks6 citations Open access
Semantic Scholar
Informatics and Computational Thinking: A Teacher Professional Development Proposal Based on Social-Constructivism
C. Bellettini, Violetta Lonati, D. Malchiodi, Mattia Monga +1 more
2018International Conference on Informatics in Secondary Schools5 citations
Semantic Scholar
Analysis of Informative Features for Negative Selection in Protein Function Prediction
M. Frasca, Fabio Lipreri, D. Malchiodi
2017International Work-Conference on Bioinformatics and Biomedical Engineering5 citations
Semantic Scholar
Fostering Computational Thinking in Primary School through a LEGO®-based Music Notation
A. Baratè, L. A. Ludovico, D. Malchiodi
2017International Conference on Knowledge-Based Intelligent Information & Engineering Systems5 citations Open access
Semantic Scholar
Exploiting Negative Sample Selection for Prioritizing Candidate Disease Genes
M. Frasca, D. Malchiodi
20175 citations Open access
Semantic Scholar
Selection of Negative Examples for Node Label Prediction Through Fuzzy Clustering Techniques
M. Frasca, D. Malchiodi
2015Advances in Neural Networks5 citations
Semantic Scholar
Elementary team strategies in a monotone game
B. Apolloni, S. Bassis, S. Gaito, D. Malchiodi
20065 citations
Semantic Scholar
Support Vector Based Anomaly Detection in Federated Learning
Massimo Frasson, D. Malchiodi
2024International Conference on Engineering Applications of Neural Networks4 citations Open access
Semantic Scholar
Compact representations of convolutional neural networks via weight pruning and quantization
Giosuè Cataldo Marinò, A. Petrini, D. Malchiodi, M. Frasca
2021arXiv.org4 citations
Semantic Scholar
Learning Greedy Strategies at Secondary Schools: An Active Approach
Violetta Lonati, D. Malchiodi, Mattia Monga, Anna Morpurgo
20174 citations
Semantic Scholar
Discovering regression data quality through clustering methods
D. Malchiodi, S. Bassis, L. Valerio
2009Italian Workshop on Neural Nets4 citations
Semantic Scholar
The Clustering Problem
B. Apolloni, W. Pedrycz, S. Bassis, D. Malchiodi
20084 citations
Semantic Scholar
Embedding sample points uncertainty measures in learning algorithms
D. Malchiodi
20084 citations
Semantic Scholar