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» An Empirical Evaluation of LFG-DOP
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97
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SDM
2008
SIAM
197views Data Mining» more  SDM 2008»
15 years 2 months ago
A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees
Decision trees are among the most popular pattern types in data mining due to their intuitive representation. However, little attention has been given on the definition of measure...
Irene Ntoutsi, Alexandros Kalousis, Yannis Theodor...
SDM
2008
SIAM
164views Data Mining» more  SDM 2008»
15 years 2 months ago
Randomizing Social Networks: a Spectrum Preserving Approach
Understanding the general properties of real social networks has gained much attention due to the proliferation of networked data. The nodes in the network are the individuals and...
Xiaowei Ying, Xintao Wu
SDM
2008
SIAM
177views Data Mining» more  SDM 2008»
15 years 2 months ago
Cluster Ensemble Selection
This paper studies the ensemble selection problem for unsupervised learning. Given a large library of different clustering solutions, our goal is to select a subset of solutions t...
Xiaoli Z. Fern, Wei Lin
NAACL
2007
15 years 2 months ago
Combining Probability-Based Rankers for Action-Item Detection
This paper studies methods that automatically detect action-items in e-mail, an important category for assisting users in identifying new tasks, tracking ongoing ones, and searchi...
Paul N. Bennett, Jaime G. Carbonell
115
Voted
SIGSAND
2008
15 years 2 months ago
Boundary Objects for Value-based Requirements Engineering
: Value-based requirements engineering focuses on the alignment of requirements engineering decisions and business value decisions. There is much evidence on the importance of this...
Barbara Paech, Aybüke Aurum