1413 search results - page 74 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
117
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ICIAR
2004
Springer
15 years 8 months ago
2004
Springer
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...
148
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MIR
2006
ACM
15 years 9 months ago
2006
ACM
Scalable approaches to video content classification are limited by an inability to automatically generate representations of events ode abstract temporal structure. This paper pre...
135
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ICMLA
2008
15 years 4 months ago
2008
Standard Machine Learning approaches to text classification use the bag-of-words representation of documents to deceive the classification target function. Typical linguistic stru...
108
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ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
We study hierarchical classification in the general case when an instance could belong to more than one class node in the underlying taxonomy. Experiments done in previous work sh...
160
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NN
2000
Springer
15 years 3 months ago
2000
Springer
Piecewise-linear (PWL) neural networks are widely known for their amenability to digital implementation. This paper presents a new algorithm for learning in PWL networks consistin...