Malerba, Donato

18 publications

MLJ 2024 PANACEA: A Neural Model Ensemble for Cyber-Threat Detection Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

MLJ 2020 Exploiting Causality in Gene Network Reconstruction Based on Graph Embedding Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba

ECML-PKDD 2017 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part III Yasemin Altun, Kamalika Das, Taneli Mielikäinen, Donato Malerba, Jerzy Stefanowski, Jesse Read, Marinka Zitnik, Michelangelo Ceci, Saso Dzeroski

MLJ 2016 Transductive Hyperspectral Image Classification: Toward Integrating Spectral and Relational Features via an Iterative Ensemble System Annalisa Appice, Pietro Guccione, Donato Malerba

ECML-PKDD 2014 Network Reconstruction for the Identification of miRNA: mRNA Interaction Networks Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Donato Malerba

MLJ 2012 Guest Editors' Introduction: Special Issue of Selected Papers from ECML PKDD 2011 Dimitrios Gunopulos, Donato Malerba, Michalis Vazirgiannis

ECML-PKDD 2011 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis

ECML-PKDD 2011 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part III Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis

ECML-PKDD 2011 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011. Proceedings, Part I Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis

ECML-PKDD 2007 Learning to Order: A Relational Approach Donato Malerba, Michelangelo Ceci

MLJ 2004 Inducing Multi-Level Association Rules from Multiple Relations Francesca A. Lisi, Donato Malerba

ICML 2003 Learning Logic Programs for Layout Analysis Correction Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba

AISTATS 1997 Inductive Inference of First-Order Models from Numeric-Symbolic Data Floriana Esposito, Sergio Caggese, Donato Malerba, Giovanni Semeraro

AISTATS 1995 A Further Comparison of Pruning Methods in Decision-Tree Induction Floriana Esposito, Donato Malerba, Giovanni Semeraro

ECML-PKDD 1995 Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract) Floriana Esposito, Donato Malerba, Giovanni Semeraro

ECML-PKDD 1994 An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships Donato Malerba, Giovanni Semeraro, Floriana Esposito

ECML-PKDD 1993 Decision Tree Pruning as a Search in the State Space Floriana Esposito, Donato Malerba, Giovanni Semeraro

IJCAI 1991 Flexible Matching for Noisy Structural Descriptions Floriana Esposito, Donato Malerba, Giovanni Semeraro