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» Data mining with an ant colony optimization algorithm
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124
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FIMI
2004
212views Data Mining» more  FIMI 2004»
15 years 4 months ago
A Space Optimization for FP-Growth
Frequency mining problem comprises the core of several data mining algorithms. Among frequent pattern discovery algorithms, FP-GROWTH employs a unique search strategy using compac...
Eray Özkural, Cevdet Aykanat
104
Voted
ICDM
2005
IEEE
143views Data Mining» more  ICDM 2005»
15 years 9 months 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
GECCO
2008
Springer
129views Optimization» more  GECCO 2008»
15 years 4 months ago
Searching for liveness property violations in concurrent systems with ACO
Liveness properties in concurrent systems are, informally, those properties that stipulate that something good eventually happens during execution. In order to prove that a given ...
Enrique Alba, J. Francisco Chicano
KDD
2000
ACM
129views Data Mining» more  KDD 2000»
15 years 7 months ago
Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing
Predictive models in direct marketing seek to identify individuals most likely to respond to promotional solicitations or other intervention programs. While standard modeling appr...
Siddhartha Bhattacharyya
129
Voted
KDD
2005
ACM
106views Data Mining» more  KDD 2005»
16 years 3 months ago
Simultaneous optimization of complex mining tasks with a knowledgeable cache
With an increasing use of data mining tools and techniques, we envision that a Knowledge Discovery and Data Mining System (KDDMS) will have to support and optimize for the followi...
Ruoming Jin, Kaushik Sinha, Gagan Agrawal