Donato Malerba
Donato Malerba
Professor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", Italy
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Process mining manifesto
W Van Der Aalst, A Adriansyah, AKA De Medeiros, F Arcieri, T Baier, ...
International conference on business process management, 169-194, 2011
11882011
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
6941997
Inducing multi-level association rules from multiple relations
FA Lisi, D Malerba
Machine Learning 55 (2), 175-210, 2004
1542004
Transforming paper documents into XML format with WISDOM++
O Altamura, F Esposito, D Malerba
International Journal on Document Analysis and Recognition 4 (1), 2-17, 2001
1312001
Classifying web documents in a hierarchy of categories: a comprehensive study
M Ceci, D Malerba
Journal of Intelligent Information Systems 28 (1), 37-78, 2007
1302007
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
1272003
Multistrategy learning for document recognition
F Esposito, D Malerba, G Semeraro
Applied Artificial Intelligence an International Journal 8 (1), 33-84, 1994
1111994
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
1022004
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
881990
Machine learning methods for automatically processing historical documents: From paper acquisition to XML transformation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
862004
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
832001
A logic framework for the incremental inductive synthesis of datalog theories
G Semeraro, F Esposito, D Malerba, N Fanizzi, S Ferilli
International Workshop on Logic Programming Synthesis and Transformation …, 1997
781997
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
712016
Mr-SBC: a multi-relational naive bayes classifier
M Ceci, A Appice, D Malerba
European conference on principles of data mining and knowledge discovery, 95-106, 2003
692003
Mining spatial association rules in census data
D Malerba, F Esposito, FA Lisi, A Appice
Research in Official Statistics. v5 i1, 19-44, 2002
672002
Machine learning for intelligent processing of printed documents
F Esposito, D Malerba, FA Lisi
Journal of Intelligent Information Systems 14 (2), 175-198, 2000
632000
Decision tree pruning as a search in the state space
F Esposito, D Malerba, G Semeraro
European Conference on Machine Learning, 165-184, 1993
631993
Mining spatio-temporal data
G Andrienko, D Malerba, M May, M Teisseire
Journal of Intelligent Information Systems 27 (3), 187-190, 2006
602006
Completion time and next activity prediction of processes using sequential pattern mining
M Ceci, PF Lanotte, F Fumarola, DP Cavallo, D Malerba
International Conference on Discovery Science, 49-61, 2014
592014
A knowledge-based approach to the layout analysis
F Esposito, D Malerba, G Semeraro
Proceedings of 3rd International Conference on Document Analysis and …, 1995
561995
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