Donato Malerba

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Annalisa AppiceResearcher of Computer Science, University of Bari Aldo MoroVerified email at di.uniba.it
Michelangelo CeciUniversity of Bari "A. Moro"Verified email at di.uniba.it
Floriana EspositoProfessore di Informatica, Università degli Studi "Aldo Moro" Bari ItalyVerified email at uniba.it
Giovanni SemeraroComputer Science, head of the SWAP 'Antonio Bello' research group, University of Bari Aldo MoroVerified email at uniba.it
Francesca A. LisiDipartimento di Informatica, Università degli Studi di BariVerified email at uniba.it
Fabio FumarolaUniversita degli Studi di BariVerified email at di.uniba.it
Gianvito PioAssistant Professor, University of BariVerified email at uniba.it
Anna Ciampiph.D.Verified email at di.uniba.it
Vincenzo PasquadibisceglieUnivesity of Bari Aldo MoroVerified email at uniba.it
Domenica D'EliaPhD, Institute for Biomedical Technologies, CNR, ItalyVerified email at ba.itb.cnr.it
Stefano FerilliProfessor of Computer Science, University of Bari (Italy)Verified email at di.uniba.it
Giovanna CastellanoAssociate Professor, University of Bari Aldo MoroVerified email at uniba.it
Roberto CorizzoAmerican UniversityVerified email at american.edu
Nicola Di MauroAssociate Professor of Computer Science, University of BariVerified email at uniba.it
Nicola FanizziLACAM - Dipartimento di Informatica - Università degli studi di Bari "Aldo Moro"Verified email at uniba.it
Pietro GuccioneAssociate Professor of Signal Processing and Radar Technology at Politecnico di BariVerified email at poliba.it
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Valentina TammaUniversity of Liverpool, Department of Computer Science, Agents GroupVerified email at liverpool.ac.uk
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
Costantina CarusoUniversità degli Studi di Bari Aldo MoroVerified email at uniba.it

Donato Malerba

Professor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", Italy

Verified email at uniba.it - Homepage

Artificial Intelligence Machine Learning Knowledge Discovery Data Mining


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Process mining manifesto W Van Der Aalst, A Adriansyah, AKA De Medeiros, F Arcieri, T Baier, ... Business Process Management Workshops: BPM 2011 International Workshops …, 2012	1937	2012
A comparative analysis of methods for pruning decision trees F Esposito, D Malerba, G Semeraro Pattern Analysis and Machine Intelligence, IEEE Transactions on 19 (5), 476-491, 1997	836	1997
Inducing multi-level association rules from multiple relations FA Lisi, D Malerba Machine Learning 55 (2), 175-210, 2004	161	2004
Classifying web documents in a hierarchy of categories: a comprehensive study M Ceci, D Malerba Journal of Intelligent Information Systems 28, 37-78, 2007	160	2007
Transforming paper documents into XML format with WISDOM++ O Altamura, F Esposito, D Malerba International Journal on Document Analysis and Recognition 4, 2-17, 2001	139	2001
Discovery of spatial association rules in geo-referenced census data: A relational mining approach A Appice, M Ceci, A Lanza, FA Lisi, D Malerba Intelligent Data Analysis 7 (6), 541-566, 2003	137	2003
Autoencoder-based deep metric learning for network intrusion detection G Andresini, A Appice, D Malerba Information Sciences 569, 706-727, 2021	132	2021
Top-down induction of model trees with regression and splitting nodes D Malerba, F Esposito, M Ceci, A Appice IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (5), 612-625, 2004	129	2004
Using convolutional neural networks for predictive process analytics V Pasquadibisceglie, A Appice, G Castellano, D Malerba 2019 international conference on process mining (ICPM), 129-136, 2019	125	2019
Multistrategy learning for document recognition F Esposito, D Malerba, G Semeraro Applied Artificial Intelligence an International Journal 8 (1), 33-84, 1994	116	1994
Multi-channel deep feature learning for intrusion detection G Andresini, A Appice, N Di Mauro, C Loglisci, D Malerba IEEE Access 8, 53346-53359, 2020	113	2020
GAN augmentation to deal with imbalance in imaging-based intrusion detection G Andresini, A Appice, L De Rose, D Malerba Future Generation Computer Systems 123, 108-127, 2021	112	2021
Predictive modeling of PV energy production: How to set up the learning task for a better prediction? M Ceci, R Corizzo, F Fumarola, D Malerba, A Rashkovska IEEE Transactions on Industrial Informatics 13 (3), 956-966, 2016	112	2016
CloFAST: closed sequential pattern mining using sparse and vertical id-lists F Fumarola, PF Lanotte, M Ceci, D Malerba Knowledge and Information Systems 48, 429-463, 2016	109	2016
Completion time and next activity prediction of processes using sequential pattern mining M Ceci, PF Lanotte, F Fumarola, DP Cavallo, D Malerba Discovery Science: 17th International Conference, DS 2014, Bled, Slovenia …, 2014	100	2014
A co-training strategy for multiple view clustering in process mining A Appice, D Malerba IEEE transactions on services computing 9 (6), 832-845, 2015	97	2015
An experimental page layout recognition system for office document automatic classification: an integrated approach for inductive generalization F Esposito, D Malerba, G Semeraro, E Annese, G Scafuro [1990] Proceedings. 10th International Conference on Pattern Recognition 1 …, 1990	95	1990
Nearest cluster-based intrusion detection through convolutional neural networks G Andresini, A Appice, D Malerba Knowledge-Based Systems 216, 106798, 2021	90	2021
Machine learning methods for automatically processing historical documents: From paper acquisition to XML transformation F Esposito, D Malerba, G Semeraro, S Ferilli, O Altamura, TMA Basile, ... First International Workshop on Document Image Analysis for Libraries, 2004 …, 2004	89	2004
Comparing dissimilarity measures for symbolic data analysis D Malerba, F Esposito, V Gioviale, V Tamma Proceedings of Exchange of Technology and Know-how and New Techniques and …, 2001	85	2001

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