| Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliovį, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006 | 203* | 2006 |
| 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 | 137 | 2007 |
| 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 | 131 | 2003 |
| 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 | 110 | 2004 |
| Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliovį, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006 | 105* | 2006 |
| Machine learning methods for automatically processing historical documents: From paper acquisition to XML transformation F Esposito, D Malerba, G Semeraro, S Ferilli, O Altamura, TMA Basile, ... Document Image Analysis for Libraries, 2004. Proceedings. First …, 2004 | 87 | 2004 |
| 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 | 81 | 2014 |
| 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 | 78 | 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 (2), 429-463, 2016 | 76 | 2016 |
| 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 | 67 | 2003 |
| Document-centered collaboration for scholars in the humanities–the COLLATE system I Frommholz, H Brocks, U Thiel, E Neuhold, L Iannone, G Semeraro, ... International conference on theory and practice of digital libraries, 434-445, 2003 | 61 | 2003 |
| A novel biclustering algorithm for the discovery of meaningful biological correlations between microRNAs and their target genes G Pio, M Ceci, D D'Elia, C Loglisci, D Malerba BMC bioinformatics 14 (7), 1-25, 2013 | 58 | 2013 |
| Redundant feature elimination for multi-class problems A Appice, M Ceci, S Rawles, P Flach Proceedings of the twenty-first international conference on Machine learning, 5, 2004 | 57 | 2004 |
| Hierarchical classification of HTML documents with WebClassII M Ceci, D Malerba European Conference on Information Retrieval, 57-72, 2003 | 54 | 2003 |
| Integrating microRNA target predictions for the discovery of gene regulatory networks: a semi-supervised ensemble learning approach G Pio, D Malerba, D D'Elia, M Ceci BMC bioinformatics 15 (1), 1-17, 2014 | 52 | 2014 |
| Dealing with spatial autocorrelation when learning predictive clustering trees D Stojanova, M Ceci, A Appice, D Malerba, S Džeroski Ecological Informatics 13, 22-39, 2013 | 51 | 2013 |
| Network regression with predictive clustering trees D Stojanova, M Ceci, A Appice, S Džeroski Data Mining and Knowledge Discovery 25 (2), 378-413, 2012 | 50 | 2012 |
| Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface D Ünay, Z Ēataltepe, S Aksoy Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2010 | 50* | 2010 |
| Spatial associative classification: propositional vs structural approach M Ceci, A Appice Journal of Intelligent Information Systems 27 (3), 191-213, 2006 | 50 | 2006 |
| Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction D Stojanova, M Ceci, D Malerba, S Dzeroski BMC bioinformatics 14 (1), 285, 2013 | 49 | 2013 |
Donato MalerbaProfessor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", ItalyVerified email at uniba.it
