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AUSAI
2005
Springer
15 years 3 months ago
K-Optimal Pattern Discovery: An Efficient and Effective Approach to Exploratory Data Mining
Most data-mining techniques seek a single model that optimizes an objective function with respect to the data. In many real-world applications several models will equally optimize...
Geoffrey I. Webb
KDD
2008
ACM
135views Data Mining» more  KDD 2008»
15 years 10 months ago
Effective and efficient itemset pattern summarization: regression-based approaches
In this paper, we propose a set of novel regression-based approaches to effectively and efficiently summarize frequent itemset patterns. Specifically, we show that the problem of ...
Ruoming Jin, Muad Abu-Ata, Yang Xiang, Ning Ruan
OOPSLA
2005
Springer
15 years 3 months ago
Modeling architectural patterns using architectural primitives
Architectural patterns are a key point in architectural documentation. Regrettably, there is poor support for modeling architectural patterns, because the pattern elements are not...
Uwe Zdun, Paris Avgeriou
IASSE
2004
14 years 11 months ago
Design Pattern Recognition
The role of design patterns in forward engineering is well known, also if it's not easy to use them, since large experience is needed. Different approaches and tools have bee...
Francesca Arcelli Fontana, Claudia Raibulet, Franc...
ACL
2012
12 years 12 months ago
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars
We present a simple and effective framework for exploiting multiple monolingual treebanks with different annotation guidelines for parsing. Several types of transformation pattern...
Zhenghua Li, Ting Liu, Wanxiang Che