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Ricardo Vilalta

Papers on DiSC'03


Predicting Rare Events In Temporal Domains

Publications


Note: Links lead to the DBLP on the Web.

Ricardo Vilalta

8 Ricardo Vilalta, Sheng Ma : Predicting Rare Events In Temporal Domains. ICDM 2002 : 474-481

7 Carlotta Domeniconi , Chang-Shing Perng , Ricardo Vilalta, Sheng Ma : A Classification Approach for Prediction of Target Events in Temporal Sequences. PKDD 2002 : 125-137

6 Ricardo Vilalta, Youssef Drissi : A Perspective View and Survey of Meta-Learning. Artificial Intelligence Review 18 (2): 77-95 (2002)

5 Ricardo Vilalta, Chidanand Apté , Joseph L. Hellerstein , Sheng Ma , Sholom M. Weiss : Predictive algorithms in the management of computer systems. IBM Systems Journal 41 (3): 461-474 (2002)

4 Ricardo Vilalta, Mark Brodie , Daniel Oblinger , Irina Rish : A Unified Framework for Evaluation Metrics in Classification Using Decision Trees. ECML 2001 : 503-514

3 Ricardo Vilalta, Chidanand Apté , Sholom M. Weiss : Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection. DSOM 2000 : 37-46

2 Ricardo Vilalta, Daniel Oblinger : A Quantification of Distance Bias Between Evaluation Metrics In Classification. ICML 2000 : 1087-1094

1 Ricardo Vilalta, Larry A. Rendell : Integrating Feature Construction with Multiple Classifiers in Decision Tree Induction. ICML 1997 : 394-402




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