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109
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JNCA
2007
136views more  JNCA 2007»
15 years 15 days ago
Adaptive anomaly detection with evolving connectionist systems
Anomaly detection holds great potential for detecting previously unknown attacks. In order to be effective in a practical environment, anomaly detection systems have to be capable...
Yihua Liao, V. Rao Vemuri, Alejandro Pasos
AAMAS
2004
Springer
15 years 15 days ago
Functional Validation in Grid Computing
The development of the World Wide Web has changed the way we think about information. Information on the web is distributed, updates are made asynchronously and resources come onli...
Guofei Jiang, George Cybenko
ML
2002
ACM
141views Machine Learning» more  ML 2002»
15 years 8 days ago
On the Existence of Linear Weak Learners and Applications to Boosting
We consider the existence of a linear weak learner for boosting algorithms. A weak learner for binary classification problems is required to achieve a weighted empirical error on t...
Shie Mannor, Ron Meir
NN
2002
Springer
137views Neural Networks» more  NN 2002»
15 years 8 days ago
Acetylcholine in cortical inference
Acetylcholine (ACh) plays an important role in a wide variety of cognitive tasks, such as perception, selective attention, associative learning, and memory. Extensive experimental...
Angela J. Yu, Peter Dayan
113
Voted
ESWA
2008
158views more  ESWA 2008»
15 years 4 days ago
The application of extension neuro-network on computer-assisted lip-reading recognition for hearing impaired
Within the communication process of human beings, the speaker's facial expression and lip-shape movement contains extremely rich language information. The hearing impaired, a...
Yun-Long Lay, Chung-Ho Tsai, Hui-Jen Yang, Chern-S...