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ICDM
2005
IEEE
143views Data Mining» more  ICDM 2005»
16 years 8 days ago
An Optimal Linear Time Algorithm for Quasi-Monotonic Segmentation
Monotonicity is a simple yet significant qualitative characteristic. We consider the problem of segmenting an array in up to K segments. We want segments to be as monotonic as po...
Daniel Lemire, Martin Brooks, Yuhong Yan
PAKDD
1999
ACM
149views Data Mining» more  PAKDD 1999»
15 years 11 months ago
An Analysis of Quantitative Measures Associated with Rules
In this paper, we analyze quantitative measures associated with if-then type rules. Basic quantities are identified and many existing measures are examined using the basic quantit...
Yiyu Yao, Ning Zhong
KDD
1995
ACM
176views Data Mining» more  KDD 1995»
15 years 10 months ago
MDL-Based Decision Tree Pruning
This paper explores the application of the Minimum Description Length principle for pruning decision trees. We present a new algorithm that intuitively captures the primary goal o...
Manish Mehta 0002, Jorma Rissanen, Rakesh Agrawal
SDM
2007
SIAM
133views Data Mining» more  SDM 2007»
15 years 8 months ago
Change-Point Detection using Krylov Subspace Learning
We propose an efficient algorithm for principal component analysis (PCA) that is applicable when only the inner product with a given vector is needed. We show that Krylov subspace...
Tsuyoshi Idé, Koji Tsuda
ICWE
2010
Springer
15 years 11 months ago
A Visual Tool for Rapid Integration of Enterprise Software Applications
: © A visual tool for rapid integration of enterprise software applications Inbal Marhaim, Eli Mordechai, Claudio Bartolini, Ruth Bergman, Oren Ariel, Christopher Peltz HP Laborat...
Inbal Marhaim, Eli Mordechai, Claudio Bartolini, R...