| 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 | 117 | 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 | 111 | 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 | 102 | 2014 |
| Novel targeting of phospho-cMET overcomes drug resistance and induces antitumor activity in multiple myeloma M Moschetta, A Basile, A Ferrucci, MA Frassanito, L Rao, R Ria, ... Clinical cancer research 19 (16), 4371-4382, 2013 | 73 | 2013 |
| Fast sequence mining based on sparse id-lists E Salvemini, F Fumarola, D Malerba, J Han Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011 …, 2011 | 54 | 2011 |
| Extracting general lists from web documents: A hybrid approach F Fumarola, T Weninger, R Barber, D Malerba, J Han Modern Approaches in Applied Intelligence: 24th International Conference on …, 2011 | 38 | 2011 |
| Big data techniques for supporting accurate predictions of energy production from renewable sources M Ceci, R Corizzo, F Fumarola, M Ianni, D Malerba, G Maria, E Masciari, ... Proceedings of the 19th international database engineering & applications …, 2015 | 31 | 2015 |
| Unexpected results in automatic list extraction on the web T Weninger, F Fumarola, R Barber, J Han, D Malerba ACM SIGKDD Explorations Newsletter 12 (2), 26-30, 2011 | 21 | 2011 |
| Data mining techniques in sensor networks: Summarization, interpolation and surveillance A Appice, A Ciampi, F Fumarola, D Malerba Springer Science & Business Media, 2013 | 20 | 2013 |
| A sliding window algorithm for relational frequent patterns mining from data streams F Fumarola, A Ciampi, A Appice, D Malerba Discovery Science: 12th International Conference, DS 2009, Porto, Portugal …, 2009 | 20 | 2009 |
| Novelty detection from evolving complex data streams with time windows M Ceci, A Appice, C Loglisci, C Caruso, F Fumarola, D Malerba Foundations of Intelligent Systems: 18th International Symposium, ISMIS 2009 …, 2009 | 17 | 2009 |
| Breast cancer’s microarray data: pattern discovery using nonnegative matrix factorizations N Del Buono, F Esposito, F Fumarola, A Boccarelli, M Coluccia Machine Learning, Optimization, and Big Data: Second International Workshop …, 2016 | 16 | 2016 |
| Hylien: a hybrid approach to general list extraction on the web F Fumarola, T Weninger, R Barber, D Malerba, J Han Proceedings of the 20th international conference companion on World wide web …, 2011 | 15 | 2011 |
| A parallel algorithm for approximate frequent itemset mining using MapReduce F Fumarola, D Malerba 2014 International Conference on High Performance Computing & Simulation …, 2014 | 13 | 2014 |
| Towards productizing AI/ML models: an industry perspective from data scientists F Lanubile, F Calefato, L Quaranta, M Amoruso, F Fumarola, M Filannino 2021 IEEE/ACM 1st Workshop on AI Engineering-Software Engineering for AI …, 2021 | 10 | 2021 |
| Mapping web pages to database records via link paths T Weninger, F Fumarola, J Han, D Malerba Proceedings of the 19th ACM international conference on Information and …, 2010 | 9 | 2010 |
| On the importance of sharing negative results C Giraud-Carrier, MH Dunham ACM SIGKDD Explorations Newsletter 12 (2), 3-4, 2011 | 8 | 2011 |
| Growing parallel paths for entity-page discovery T Weninger, F Fumarola, CX Lin, R Barber, J Han, D Malerba Proceedings of the 20th international conference companion on World wide web …, 2011 | 8 | 2011 |
| Exploiting recurrent neural networks for gate traffic prediction F Fumarola, PF Lanotte Traffic Mining Applied to Police Activities: Proceedings of the 1st Italian …, 2018 | 6 | 2018 |
| Discovering novelty patterns from the ancient christian inscriptions of rome G Pio, F Fumarola, AE Felle, D Malerba, M Ceci Journal on Computing and Cultural Heritage (JOCCH) 7 (4), 1-21, 2014 | 6 | 2014 |
Donato MalerbaProfessor of Computer Science, Dept. of Computer Science, University of Bari "Aldo Moro", ItalyVerified email at uniba.it
