Adam Kowalczyk Papers on DiSC'04 Extreme Rebalancing for SVMs: a case study Publications Note: Links lead to the DBLP on the Web. Adam Kowalczyk Adam Kowalczyk, Bhavani Raskutti , Herman L. Ferrá : Exploring Potential of Leave-One-Out Estimator for Calibration of SVM in Text Mining. PAKDD 2004 : 361-372 Bhavani Raskutti , Adam Kowalczyk: Extreme re-balancing for SVMs: a case study. SIGKDD Explorations 6 (1): 60-69 (2004) Adam Kowalczyk, Bhavani Raskutti : Exploring Fringe Settings of SVMs for Classification. PKDD 2003 : 278-290 Thomas Gärtner , Peter A. Flach , Adam Kowalczyk, Alex J. Smola : Multi-Instance Kernels. ICML 2002 : 179-186 Bhavani Raskutti , Herman L. Ferrá , Adam Kowalczyk: Using Unlabelled Data for Text Classification through Addition of Cluster Parameters. ICML 2002 : 514-521 Bhavani Raskutti , Herman L. Ferrá , Adam Kowalczyk: Combining clustering and co-training to enhance text classification using unlabelled data. KDD 2002 : 620-625 Adam Kowalczyk, Bhavani Raskutti : One Class SVM for Yeast Regulation Prediction. SIGKDD Explorations 4 (2): 99-100 (2002) Adam Kowalczyk, Bhavani Raskutti : Learner's Self-Assessment: A Case Study of SVM for Information Retrieval. Australian Joint Conference on Artificial Intelligence 2001 : 249-260 Bhavani Raskutti , Herman L. Ferrá , Adam Kowalczyk: Second Order Features for Maximising Text Classification Performance. ECML 2001 : 419-430 Adam Kowalczyk: Sparsity of Data Representation of Optimal Kernel Machine and Leave-one-out Estimator. NIPS 2000 : 252-258 Peter K. Campbell , Alan Christiansen , Michael Dale , Herman L. Ferrá , Adam Kowalczyk, Jacek Szymanski : Experiments with Simple Neural Networks for Real-Time Control. IEEE Journal on Selected Areas in Communications 15 (2): 165-178 (1997) Adam Kowalczyk, Herman L. Ferrá : MLP Can Provably Generalize Much Better than VC-bounds Indicate. NIPS 1996 : 190-196 Adam Kowalczyk, Jacek Szymanski , Peter L. Bartlett , Robert C. Williamson : Examples of learning curves from a modified VC-formalism. NIPS 1995 : 344-350 Peter K. Campbell , Michael Dale , Herman L. Ferrá , Adam Kowalczyk: Experiments with Neural Networks for Real Time Implementation of Control. NIPS 1995 : 973-979 Adam Kowalczyk, Herman L. Ferrá : Generalisation in Feedforward Networks. NIPS 1994 : 215-222 Adam Kowalczyk: Counting Function Theorem for Multi-Layer Networks. NIPS 1993 : 375-382 Adam Kowalczyk: Some Estimates on the Number of Connections and Hidden Units for Feed-Forward Networks. NIPS 1992 : 639-646 Adam Kowalczyk, Herman L. Ferrá , Ken Gardiner : Discovering Production Rules with Higher Order Neural Networks. ML 1991 : 158-162 1 [ 6 ] 2 [ 5 ] [ 8 ] 3 [ 8 ] 4 [ 5 ] [ 8 ] 5 [ 1 ] [ 4 ] [ 5 ] [ 7 ] [ 8 ] [ 10 ] [ 13 ] [ 14 ] [ 18 ] 6 [ 15 ] 7 [ 1 ] 8 [ 15 ] 9 [ 10 ] [ 11 ] [ 12 ] [ 13 ] [ 14 ] [ 16 ] [ 17 ] [ 18 ] 10 [ 15 ] 11 [ 6 ] [ 8 ] 12 [ 6 ] ©2005 Association for Computing Machinery