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» Using Data Mining in MURA Graphic Problems
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178
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ICDM
2005
IEEE
153views Data Mining» more  ICDM 2005»
15 years 9 months ago
Speculative Markov Blanket Discovery for Optimal Feature Selection
In this paper we address the problem of learning the Markov blanket of a quantity from data in an efficient manner. Markov blanket discovery can be used in the feature selection ...
Sandeep Yaramakala, Dimitris Margaritis
139
Voted
KDD
1999
ACM
166views Data Mining» more  KDD 1999»
15 years 7 months ago
CACTUS - Clustering Categorical Data Using Summaries
Clustering is an important data mining problem. Most of the earlier work on clustering focussed on numeric attributes which have a natural ordering on their attribute values. Rece...
Venkatesh Ganti, Johannes Gehrke, Raghu Ramakrishn...
134
Voted
VLDB
1999
ACM
188views Database» more  VLDB 1999»
15 years 7 months ago
SPIRIT: Sequential Pattern Mining with Regular Expression Constraints
Discovering sequential patterns is an important problem in data mining with a host of application domains including medicine, telecommunications, and the World Wide Web. Conventio...
Minos N. Garofalakis, Rajeev Rastogi, Kyuseok Shim
109
Voted
ICDM
2003
IEEE
96views Data Mining» more  ICDM 2003»
15 years 8 months ago
Mining Plans for Customer-Class Transformation
We consider the problem of mining high-utility plans from historical plan databases that can be used to transform customers from one class to other, more desirable classes. Tradit...
Qiang Yang, Hong Cheng
134
Voted
IEEECGIV
2005
IEEE
15 years 9 months ago
Combinations of Range Data and Panoramic Images - New Opportunities in 3D Scene Modeling
The paper informs about rotating line cameras (which capture images of several 100 Megapixel), their use for creating (stereo) panoramas, and how they can be used for texturing cl...
Reinhard Klette, Karsten Scheibe