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» Benchmarking Data Mining Algorithms
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137
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ISASSCI
2001
15 years 3 months ago
Data Mining Architectures - A Comparative Study
Data mining is the process of deriving knowledge from data. The architecture of a data mining system plays a significant role in the efficiency with which data is mined. It is pro...
Thomas Thomas, Sanjeev Jayakumar, B. Muthukumaran
PAKDD
2004
ACM
113views Data Mining» more  PAKDD 2004»
15 years 7 months ago
Logistic Regression and Boosting for Labeled Bags of Instances
Abstract. In this paper we upgrade linear logistic regression and boosting to multi-instance data, where each example consists of a labeled bag of instances. This is done by connec...
Xin Xu, Eibe Frank
DMIN
2009
195views Data Mining» more  DMIN 2009»
15 years 4 days ago
Improved k-NN Algorithm for Text Classification
- Over the last twenty years, text classification has become one of the key techniques for organizing electronic information such as text and web documents. The k-Nearest Neighbor ...
Muhammed Miah
111
Voted
EUROSIM
1994
15 years 3 months ago
A Data Parallel Implementation of the TRFD Program from the Perfect Benchmarks
: The Perfect benchmarks are a collection of scientific and engineering application-level programs that have been widely used to compare the performance of many different computer ...
David J. Lilja, Jonathan Schmitt
121
Voted
CVPR
2009
IEEE
16 years 8 months ago
A Collaborative Benchmark for Region of Interest Detection Algorithms
This paper presents a collaborative benchmark for region of interest (ROI) detection in images. ROI detection has many useful applications and many algorithms have been proposed...
Tz-Huan Huang, Kai-Yin Cheng and Yung-Yu Chuang