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» An Algorithm for Distributed Beacon Selection
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DATE
1997
IEEE
114views Hardware» more  DATE 1997»
15 years 6 months ago
Compact structural test generation for analog macros
A structural, fault-model based methodology for the generation of compact high-quality test sets for analog macros is presented. Results are shown for an IVconverter macro design....
V. Kaal, Hans G. Kerkhoff
NIPS
2004
15 years 3 months ago
Breaking SVM Complexity with Cross-Training
We propose to selectively remove examples from the training set using probabilistic estimates related to editing algorithms (Devijver and Kittler, 1982). This heuristic procedure ...
Gökhan H. Bakir, Léon Bottou, Jason We...
EUSFLAT
2009
679views Fuzzy Logic» more  EUSFLAT 2009»
14 years 11 months ago
Combining Wavelets and Computational Intelligence Methods with Applications on Multi-class Classification Datasets
In this paper, we propose a novel algorithm for wavelet feature extraction as input to a supervised Multi-Class Classifier to improve classification performance. In particular, to ...
Carlos Campos Bracho
CEC
2010
IEEE
15 years 28 days ago
Gaussian Adaptation as a unifying framework for continuous black-box optimization and adaptive Monte Carlo sampling
Abstract— We present a unifying framework for continuous optimization and sampling. This framework is based on Gaussian Adaptation (GaA), a search heuristic developed in the late...
Christian L. Müller, Ivo F. Sbalzarini
AI
2009
Springer
15 years 8 months ago
Cost-Based Sampling of Individual Instances
In many practical domains, misclassification costs can differ greatly and may be represented by class ratios, however, most learning algorithms struggle with skewed class distrib...
William Klement, Peter A. Flach, Nathalie Japkowic...