Calibrating probability with undersampling for unbalanced classification A Dal Pozzolo, O Caelen, RA Johnson, G Bontempi 2015 IEEE symposium series on computational intelligence, 159-166, 2015 | 689 | 2015 |
Credit card fraud detection: a realistic modeling and a novel learning strategy A Dal Pozzolo, G Boracchi, O Caelen, C Alippi, G Bontempi IEEE transactions on neural networks and learning systems 29 (8), 3784-3797, 2017 | 594 | 2017 |
Learned lessons in credit card fraud detection from a practitioner perspective A Dal Pozzolo, O Caelen, YA Le Borgne, S Waterschoot, G Bontempi Expert systems with applications 41 (10), 4915-4928, 2014 | 575 | 2014 |
Scarff: a scalable framework for streaming credit card fraud detection with spark F Carcillo, A Dal Pozzolo, YA Le Borgne, O Caelen, Y Mazzer, ... Information fusion 41, 182-194, 2018 | 259 | 2018 |
When is undersampling effective in unbalanced classification tasks? A Dal Pozzolo, O Caelen, G Bontempi Machine Learning and Knowledge Discovery in Databases: European Conference ¡¦, 2015 | 159 | 2015 |
Credit card fraud detection and concept-drift adaptation with delayed supervised information A Dal Pozzolo, G Boracchi, O Caelen, C Alippi, G Bontempi 2015 international joint conference on Neural networks (IJCNN), 1-8, 2015 | 153 | 2015 |
Adaptive machine learning for credit card fraud detection A Dal Pozzolo Université libre de Bruxelles, 2015 | 121 | 2015 |
Racing for unbalanced methods selection A Dal Pozzolo, O Caelen, S Waterschoot, G Bontempi Intelligent Data Engineering and Automated Learning–IDEAL 2013: 14th ¡¦, 2013 | 72 | 2013 |
Using HDDT to avoid instances propagation in unbalanced and evolving data streams A Dal Pozzolo, R Johnson, O Caelen, S Waterschoot, NV Chawla, ... 2014 International joint conference on neural networks (IJCNN), 588-594, 2014 | 31 | 2014 |
unbalanced: Racing for unbalanced methods selection AD Pozzolo, O Caelen, G Bontempi R package version 2, 2015 | 22 | 2015 |
Comparison of balancing techniques for unbalanced datasets A Dal Pozzolo, O Caelen, G Bontempi Mach. Learn. Gr. Univ. Libr. Bruxelles Belgium 16 (1), 732-735, 2010 | 22 | 2010 |
Comparison of data mining techniques for insurance claim prediction A Dal Pozzolo, G Moro, G Bontempi, DYA Le Borgne Universita degli Studi di Bologna, 2011 | 13 | 2011 |
Package ¡®unbalanced¡¯ A Dal Pozzolo, O Caelen, G Bontempi, MA Dal Pozzolo | 3 | 2015 |
Minimum redundancy maximum relevance: Mapreduce implementation using apache hadoop C Reggiani, YA Le Borgne, A Dal Pozzolo, C Olsen, G Bontempi | 2 | 2014 |
Breadth Indicator, Contrarian Analysis to Financial Market Partecipation A Dal Pozzolo Università degli Studi di Bologna, 2008 | | 2008 |
Gli indicatori di spessore, un'analisi contraria della partecipazione ai mercati finanziari A Dal Pozzolo | | 2008 |
Is Machine Learning useful for Fraud prevention? A Dal Pozzolo | | |