Extracting Comprehensible Models from Trained Neural Networks (1996)

by W. Craven
Citations:69 - 4 self

Active Bibliography

7 Constructing New Attributes for Decision Tree Learning – Zijian Zheng - 1996
4 On the Development of Inductive Learning Algorithms: Generating Flexible and Adaptable Concept Representations – Ricardo Vilalta - 1998
44 An Extensible Meta-Learning Approach for Scalable and Accurate Inductive Learning – Philip Kin-Wah Chan - 1996
80 Meta-Learning in Distributed Data Mining Systems: Issues and Approaches – Andreas L. Prodromidis, Philip K. Chan, Salvatore J. Stolfo - 2000
9 Intelligent Data Analysis in Medicine – Nada Lavrac, E. Keravnou, Blaz Zupan - 2000
13 Pruning decision trees and lists – Eibe Frank - 2000
Machine Learning: An Annotated Bibliography for the 1995 AI & . . . – David W. Aha - 1995
86 Unifying instance–based and rule–based induction – Pedro Domingos, J. Mooney - 1996
4 A Theory Of Empirical Spatial Knowledge Supporting Rough Set Based Knowledge Discovery in Geographic Databases – Colin Hamilton Aldridge - 1998
54 Further Experimental Evidence against the Utility of Occam's Razor – Geoffrey I. Webb - 1996
135 Separate-and-conquer rule learning – Johannes Fürnkranz - 1999
50 StatLog: Comparison of Classification Algorithms on Large Real-World Problems – R. D. King, C. Feng, A. Sutherland - 1995
k. Results indicate that this procedure is very effective in estimating good feature weights (Table 4.8). Particularly the results obtained in the – Banded Sinusoidal Tasks - 1994
Adaptive Agents for Information Retrieval and Data-Driven Knowledge Discovery – Jihoon Yang - 1999
3 Rule Induction with Extension Matrices – Xindong Wu - 1998
2 Machine Learning as Massive Search – Richard B. Segal - 1997
110 An introduction to boosting and leveraging – Ron Meir, Gunnar Rätsch - 2003
4 Effective and Efficient Pruning of Meta-Classifiers in a Distributed Data Mining System – Andreas L. Prodromidis, Salvatore J. Stolfo, Philip K. Chan - 1999
3 Integrating Top-down and Bottomup Approaches in Inductive Logic Programming – Raymond Mooney Supervisor, Gordon Novak, Bruce Porter, Risto Miikkulainen, Lap Poon, Lap Poon, Rupert Tang, Rupert Tang - 2003