4085 search results - page 204 / 817 » Benchmarking Data Mining Algorithms |
122
Voted
KDD
2004
ACM
16 years 4 months ago
2004
ACM
Dimension reduction is a critical data preprocessing step for many database and data mining applications, such as efficient storage and retrieval of high-dimensional data. In the ...
144
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PKDD
1999
Springer
15 years 7 months ago
1999
Springer
Abstract. We describe EDRL-MD, an evolutionary algorithm-based system, for learning decision rules from databases. The main novelty of our approach lies in dealing with continuous ...
126
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KDD
1998
ACM
15 years 7 months ago
1998
ACM
Direct marketing response models seek to identify individuals most likely to respond to marketing solicitations. Such models are commonly evaluatedon classification accuracyand so...
138
Voted
CORR
2008
Springer
15 years 3 months ago
2008
Springer
We address here two major challenges presented by dynamic data mining: 1) the stability challenge: we have implemented a rigorous incremental density-based clustering algorithm, i...
123
Voted
PKDD
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. Principal component analysis (PCA) and its dual—principal coordinate analysis (PCO)—are widely applied to unsupervised dimensionality reduction. In this paper, we sho...