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PAKDD
2010
ACM
212views Data Mining» more  PAKDD 2010»
15 years 9 months ago
Fast Perceptron Decision Tree Learning from Evolving Data Streams
Abstract. Mining of data streams must balance three evaluation dimensions: accuracy, time and memory. Excellent accuracy on data streams has been obtained with Naive Bayes Hoeffdi...
Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer...
HICSS
1994
IEEE
152views Biometrics» more  HICSS 1994»
15 years 8 months ago
Simple COMA Node Implementations
Shared memory architectures often have caches to reduce the number of slow remote memory accesses. The largest possible caches exist in shared memory architectures called Cache-On...
Erik Hagersten, Ashley Saulsbury, Anders Landin
AAAI
2004
15 years 5 months ago
Fibring Neural Networks
Neural-symbolic systems are hybrid systems that integrate symbolic logic and neural networks. The goal of neural-symbolic integration is to benefit from the combination of feature...
Artur S. d'Avila Garcez, Dov M. Gabbay
LAWEB
2004
IEEE
15 years 5 months ago
Integrating Semantic Concept Similarity in Model-Based Web Applications
Model-based design methods, and model-based architectures, have gained adoption in authoring applications for the WWW. This is further reinforced by the increasing visibility of t...
Cristiano Rocha, Daniel Schwabe, Marcus Poggi de A...
MS
2003
15 years 5 months ago
Information-theoretic Competitive Learning
— In this paper, we propose a new supervised learning method whereby information is controlled by the associated cost in an intermediate layer, and in an output layer, errors bet...
Ryotaro Kamimura