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» Selection of Generative Models in Classification
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CANDC
2009
ACM
15 years 4 months ago
Subliminal wiretapping
Subliminal Wiretapping is a subtly interactive artwork that utilizes random number generation modified through mindmatter effects to supply a continuous stream of words. Frequent,...
Shawn Lawson
KDD
2005
ACM
135views Data Mining» more  KDD 2005»
15 years 10 months ago
A hybrid unsupervised approach for document clustering
We propose a hybrid, unsupervised document clustering approach that combines a hierarchical clustering algorithm with Expectation Maximization. We developed several heuristics to ...
Mihai Surdeanu, Jordi Turmo, Alicia Ageno
SAC
2006
ACM
15 years 4 months ago
The impact of sample reduction on PCA-based feature extraction for supervised learning
“The curse of dimensionality” is pertinent to many learning algorithms, and it denotes the drastic raise of computational complexity and classification error in high dimension...
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
AMINING
2003
Springer
245views Data Mining» more  AMINING 2003»
15 years 3 months ago
Spiral Mining Using Attributes from 3D Molecular Structures
Active responses from experts play an essential role in the knowledge discovery of SAR (structure activity relationships) from drug data. Experts often think of hypotheses, and the...
Takashi Okada, Masumi Yamakawa, Hirotaka Niitsuma
ICRA
1998
IEEE
92views Robotics» more  ICRA 1998»
15 years 2 months ago
Micro Planning for Mechanical Assembly Operations
Signi cant advances have been made in the area of macro planning for assembly operations i.e., dividing a product into sub-assemblies, determining the sequence of assembly operati...
S. K. Gupta, Christiaan J. J. Paredis, P. F. Brown