Donato Malerba - Concepedia

Author

Donato Malerba

Also Known As

APPICE, ANNALISA, Agapito Espino, Ceci, Michelangelo, D Malerba, D. Malerba, DONATO MALERBA, Donato Malerba, FERILLI, Stefano, Malerba Donato, Malerba, Donato

425

Publications

7.7K

Citations

H-Index

189

Concepts

All Affiliations

University of Bari Aldo Moro Consorzio Interuniversitario Nazionale per l'Informatica

About

Donato Malerba is an author at University of Bari Aldo Moro specializing in engineering, data science, and knowledge discovery.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	34	74	3.6K
2	Management	11	11	539
3	Business	8	8	341
4	Language Studies	4	4	109
5	Education	2	2	44

Donato Malerba

105

Publications

4.4K

Citations

H-Index

Page 1

	Year	Citations
A comparative analysis of methods for pruning decision trees Floriana Esposito, Donato Malerba, Giovanni Semeraro, IEEE Transactions on Pattern Analysis and Machine Intelligence Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	1997	546
Autoencoder-based deep metric learning for network intrusion detection Giuseppina Andresini, Annalisa Appice, Donato Malerba Information Sciences Anomaly DetectionMachine LearningData ScienceData MiningEngineering	2021	152
Multi-Channel Deep Feature Learning for Intrusion Detection Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro, IEEE Access Convolutional Neural NetworkAnomaly DetectionMachine LearningData ScienceEngineering	2020	131
GAN augmentation to deal with imbalance in imaging-based intrusion detection Giuseppina Andresini, Annalisa Appice, Luca Rose, Future Generation Computer Systems Data AugmentationImage AnalysisMachine LearningMedical ImagingDeep Learning	2021	131
Classifying web documents in a hierarchy of categories: a comprehensive study Michelangelo Ceci, Donato Malerba Journal of Intelligent Information Systems Comprehensive StudyWeb MiningEngineeringInformation RetrievalData Science	2007	119
Top-down induction of model trees with regression and splitting nodes Donato Malerba, Floriana Esposito, Michelangelo Ceci, IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningMachine Learning ToolRegression NodesRegression Analysis	2004	110
Nearest cluster-based intrusion detection through convolutional neural networks Giuseppina Andresini, Annalisa Appice, Donato Malerba Knowledge-Based Systems Anomaly DetectionMachine LearningData ScienceEngineeringPattern Recognition	2021	107
Using Convolutional Neural Networks for Predictive Process Analytics Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Convolutional Neural NetworkEngineeringMachine LearningData ScienceData Mining	2019	105
Inducing Multi-Level Association Rules from Multiple Relations Francesca A. Lisi, Donato Malerba Machine Learning EngineeringAssociation RuleData ScienceData MiningAutomated Reasoning	2004	103
Discovery of spatial association rules in geo-referenced census data: A relational mining approach Annalisa Appice, Michelangelo Ceci, Antonietta Lanza, Intelligent Data Analysis EngineeringSpatial Data MiningPattern MiningManufacturing DataRelational Mining Approach	2003	90

Page 1