Improving Model Accuracy using Optimal Linear Combinations of Trained Neural Networks (1992)

Cached

Download Links

by Sherif Hashem , Bruce Schmeiser
Venue:IEEE Transactions on Neural Networks
Citations:38 - 3 self

Active Bibliography

Optimal Linear Combinations of – Neural Networks An, Sherif Hashem, Bruce Schmeiser, Yuehwern Yih - 1997
19 An Anytime Approach To Connectionist Theory Refinement: Refining The Topologies Of Knowledge-Based Neural Networks – David William Opitz - 1995
181 Popular ensemble methods: an empirical study – David Opitz, Richard Maclin - 1999
86 Diversity creation methods: A survey and categorisation – Gavin Brown, Jeremy Wyatt, Rachel Harris, Xin Yao - 2005
9 Linear and order statistics combiners for reliable pattern classification – Kagan Tumer - 1996
45 Neural networks for classification: a survey – Guoqiang Peter Zhang - 2000
57 Actively Searching for an Effective Neural-Network Ensemble – David W. Opitz, Jude W. Shavlik - 1996
80 On Combining Artificial Neural Nets – Amanda J. C. Sharkey - 1996
Committees Of Learning Agents – Lars Asker, Mats Danielson, Love Ekenberg - 1993
10 Feature Engineering and Classifier Selection: A Case Study in Venusian Volcano Detection – Lars Asker, Richard Maclin
20 Ensembles as a sequence of classifiers – Lars Asker - 1997
114 Machine-Learning Research -- Four Current Directions – Thomas G. Dietterich
www.elsevier.com/locate/inffus Diversity creation methods: a survey and categorisation – Gavin Brown, Jeremy Wyatt, Rachel Harris, Xin Yao
3 Model Selection in an Ensemble Framework – Jörg D. Wichard - 2006
26 Prototype Selection for Composite Nearest Neighbor Classifiers – David B. Skalak - 1997
Linear Plus Quadratic Approach to the Mean Square Error Optimal Combination of Forecasts – Sven-oliver Troschke, Götz Trenkler
Regression Approach to the Linear Plus Quadratic Combination of Forecasts – Sven-oliver Troschke, Götz Trenkler
Evaluation and Combination of Conditional Quantile Forecasts ¤ – Ra¤aella Giacomini Y, Ivana Komunjer Z, To Peter Christo¤ersen - 2002
5 Averaging estimators for autoregressions with a near unit root,” Working – Bruce E. Hansen - 2008