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JMLR
2006
389views more  JMLR 2006»
15 years 6 months ago
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis
This paper introduces a learning method for two-layer feedforward neural networks based on sensitivity analysis, which uses a linear training algorithm for each of the two layers....
Enrique Castillo, Bertha Guijarro-Berdiñas,...
ICDM
2009
IEEE
148views Data Mining» more  ICDM 2009»
16 years 1 months ago
Online System Problem Detection by Mining Patterns of Console Logs
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
Wei Xu, Ling Huang, Armando Fox, David Patterson, ...
MIR
2005
ACM
137views Multimedia» more  MIR 2005»
16 years 11 days ago
A content-based image retrieval system for fish taxonomy
It is estimated that less than ten percent of the world’s species have been discovered and described. The main reason for the slow pace of new species description is that the sc...
Yixin Chen, Henry L. Bart Jr., Fei Teng
KES
2005
Springer
16 years 9 days ago
A Distributed Approach to Musical Composition
Current techniques for automated composition use a single algorithm, focusing on one aspect of musical generation. In our system we make use of several algorithms, distributed usin...
Michael O. Jewell, Lee Middleton, Mark S. Nixon, A...
HICSS
2007
IEEE
102views Biometrics» more  HICSS 2007»
16 years 1 months ago
Organizational Impacts of Cyber Security Provisions: A Sociotechnical Framework
In this paper, we outline a conceptual framework for linking cyber security provisions to business processes. The framework is presented for use in analyzing the cost and performa...
Anthony M. Cresswell, Shahidul Hassan