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» Efficient Testing of Forecasts
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80
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KDD
2006
ACM
165views Data Mining» more  KDD 2006»
16 years 1 months ago
Outlier detection by sampling with accuracy guarantees
An effective approach to detect anomalous points in a data set is distance-based outlier detection. This paper describes a simple sampling algorithm to efficiently detect distance...
Mingxi Wu, Chris Jermaine
111
Voted
KDD
2005
ACM
137views Data Mining» more  KDD 2005»
16 years 1 months ago
Pattern-based similarity search for microarray data
One fundamental task in near-neighbor search as well as other similarity matching efforts is to find a distance function that can efficiently quantify the similarity between two o...
Haixun Wang, Jian Pei, Philip S. Yu
114
Voted
KDD
2002
ACM
150views Data Mining» more  KDD 2002»
16 years 1 months ago
Querying multiple sets of discovered rules
Rule mining is an important data mining task that has been applied to numerous real-world applications. Often a rule mining system generates a large number of rules and only a sma...
Alexander Tuzhilin, Bing Liu
111
Voted
KDD
2001
ACM
216views Data Mining» more  KDD 2001»
16 years 1 months ago
The distributed boosting algorithm
In this paper, we propose a general framework for distributed boosting intended for efficient integrating specialized classifiers learned over very large and distributed homogeneo...
Aleksandar Lazarevic, Zoran Obradovic
82
Voted
CHI
2008
ACM
16 years 1 months ago
In-car interaction using search-based user interfaces
Increasing functionality, growing media volumes and dynamic data in today's in-vehicle information systems bear new challenges for user interaction design. Traditional hierar...
Stefan Graf, Wolfgang Spiessl, Albrecht Schmidt, A...