1413 search results - page 175 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
145
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JMLR
2006
15 years 3 months ago
2006
A classical approach in multi-class pattern classification is the following. Estimate probability distributions that generated the observations for each label class, and then labe...
128
Voted
ESANN
2008
15 years 5 months ago
2008
The analysis of spectral data constitutes new challenges for machine learning algorithms due to the functional nature of the data. Special attention is paid to the metric used in t...
133
Voted
ICML
2000
IEEE
16 years 4 months ago
2000
IEEE
We develop an intuitive geometric interpretation of the standard support vector machine (SVM) for classification of both linearly separable and inseparable data and provide a rigo...
188
Voted
KDD
2007
ACM
16 years 3 months ago
2007
ACM
The proliferation of malware has presented a serious threat to the security of computer systems. Traditional signature-based antivirus systems fail to detect polymorphic and new, ...
141
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KELSI
2004
Springer
15 years 9 months ago
2004
Springer
Predictive toxicology is the task of building models capable of determining, with a certain degree of accuracy, the toxicity of chemical compounds. Machine Learning (ML) in general...