1512 search results - page 219 / 303 » Towards the Personalization of Algorithms Evaluation in Data... |
168
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IUI
2005
ACM
15 years 12 months ago
2005
ACM
This paper describes an Intelligent Shopping Assistant designed for a shopping cart mounted tablet PC that enables individual interactions with customers. We use machine learning ...
189
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KDD
2002
ACM
16 years 6 months ago
2002
ACM
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
161
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ICDM
2008
IEEE
16 years 24 days ago
2008
IEEE
Most existing model-based approaches to anomaly detection construct a profile of normal instances, then identify instances that do not conform to the normal profile as anomalies...
159
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ICDM
2008
IEEE
16 years 24 days ago
2008
IEEE
To cope with concept drift, we paired a stable online learner with a reactive one. A stable learner predicts based on all of its experience, whereas a reactive learner predicts ba...
167
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KDD
2004
ACM
15 years 11 months ago
2004
ACM
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...