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AICOM
2002
103views more  AICOM 2002»
13 years 10 months ago
The emergent computational potential of evolving artificial living systems
The computational potential of artificial living systems can be studied without knowing the algorithms that govern their behavior. Modeling single organisms by means of socalled c...
Jirí Wiedermann, Jan van Leeuwen
CORR
2010
Springer
136views Education» more  CORR 2010»
13 years 8 months ago
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA
Many problems in machine learning and statistics can be formulated as (generalized) eigenproblems. In terms of the associated optimization problem, computing linear eigenvectors a...
Matthias Hein, Thomas Bühler
AIR
2004
113views more  AIR 2004»
13 years 10 months ago
Class Noise vs. Attribute Noise: A Quantitative Study
Real-world data is never perfect and can often suffer from corruptions (noise) that may impact interpretations of the data, models created from the data and decisions made based on...
Xingquan Zhu, Xindong Wu
ACML
2009
Springer
14 years 5 months ago
Context-Aware Online Commercial Intention Detection
With more and more commercial activities moving onto the Internet, people tend to purchase what they need through Internet or conduct some online research before the actual transac...
Derek Hao Hu, Dou Shen, Jian-Tao Sun, Qiang Yang, ...
ECLIPSE
2005
ACM
14 years 18 days ago
Coping with an open bug repository
Most open source software development projects include an open bug repository—one to which users of the software can gain full access—that is used to report and track problems...
John Anvik, Lyndon Hiew, Gail C. Murphy