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ICSE
2003
IEEE-ACM
14 years 8 months ago
Patterns, Frameworks, and Middleware: Their Synergistic Relationships
The knowledge required to develop complex software has historically existed in programming folklore, the heads of experienced developers, or buried deep in the code. These locatio...
Douglas C. Schmidt, Frank Buschmann
SSPR
2010
Springer
13 years 7 months ago
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces
The aim of this paper is to find an answer to the question: What is the difference between dissimilarity-based classifications(DBCs) and other kernelbased classifications(KBCs)?...
Sang-Woon Kim, Robert P. W. Duin
WOSP
2000
ACM
14 years 1 months ago
Software performance antipatterns
A pattern is a common solution to a problem that occurs in many different contexts. Patterns capture expert knowledge about “best practices” in software design in a form that ...
Connie U. Smith, Lloyd G. Williams
ICPR
2004
IEEE
14 years 9 months ago
Data Dependent Classifier Fusion for Construction of Stable Effective Algorithms
A measure of stability for a wide class of pattern recognition algorithms is introduced to cope with overfitting in classification problems. Based on this concept, constructive me...
Dmitry Kropotov, Dmitry Vetrov
KDD
1999
ACM
220views Data Mining» more  KDD 1999»
14 years 1 months ago
Efficient Mining of Emerging Patterns: Discovering Trends and Differences
We introduce a new kind of patterns, called emerging patterns (EPs), for knowledge discovery from databases. EPs are defined as itemsets whose supports increase significantly from...
Guozhu Dong, Jinyan Li