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» Learning and Applying Competitive Strategies
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COMPCON
1994
IEEE
15 years 6 months ago
AMULET1: A Micropipelined ARM
A fully asynchronous implementation of the ARM microprocessor has been developed in order to investigate the potential of asynchronous logic for low-power applications. The work d...
Stephen B. Furber, P. Day, Jim D. Garside, N. C. P...
137
Voted
FLAIRS
2000
15 years 3 months ago
Systematic Treatment of Failures Using Multilayer Perceptrons
This paper discusses the empirical evaluation of improving generalization performance of neural networks by systematic treatment of training and test failures. As a result of syst...
Fadzilah Siraj, Derek Partridge
108
Voted
SDM
2010
SIAM
181views Data Mining» more  SDM 2010»
14 years 11 months ago
Efficient Nonnegative Matrix Factorization with Random Projections
The recent years have witnessed a surge of interests in Nonnegative Matrix Factorization (NMF) in data mining and machine learning fields. Despite its elegant theory and empirical...
Fei Wang, Ping Li
108
Voted
KDD
2005
ACM
177views Data Mining» more  KDD 2005»
15 years 7 months ago
Combining partitions by probabilistic label aggregation
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
Tilman Lange, Joachim M. Buhmann
CPAIOR
2008
Springer
15 years 3 months ago
The Accuracy of Search Heuristics: An Empirical Study on Knapsack Problems
Theoretical models for the evaluation of quickly improving search strategies, like limited discrepancy search, are based on specific assumptions regarding the probability that a va...
Daniel H. Leventhal, Meinolf Sellmann