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» Unsupervised Feature Selection Using Feature Similarity
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CAD
2008
Springer
15 years 2 months ago
Improved Binary Space Partition merging
This paper presents a new method for evaluating boolean set operations between Binary Space Partition (BSP) trees. Our algorithm has many desirable features including both numeric...
Mikola Lysenko, Roshan D'Souza, Ching-Kuan Shene
JCP
2006
74views more  JCP 2006»
15 years 2 months ago
Local Boosting of Decision Stumps for Regression and Classification Problems
Numerous data mining problems involve an investigation of associations between features in heterogeneous datasets, where different prediction models can be more suitable for differ...
Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Pan...
115
Voted
PRL
2008
142views more  PRL 2008»
15 years 2 months ago
Highly accurate error-driven method for noun phrase detection
We present a new model for detection of noun phrases in unrestricted text, whose most outstanding feature is its flexibility: the system is able to recognize noun phrases similar ...
Lourdes Araujo, Jose Ignacio Serrano
130
Voted
PUC
2007
150views more  PUC 2007»
15 years 1 months ago
Probing user values in the home environment within a technology driven Smart Home project
Smart Home technology looks set to become an increasingly common feature of domestic life. However commercial desire for technical innovation rather than explicit user needs are of...
Victoria Haines, Val Mitchell, Catherine Cooper, M...
122
Voted
TASLP
2010
126views more  TASLP 2010»
15 years 24 days ago
Modeling Music as a Dynamic Texture
—We consider representing a short temporal fragment of musical audio as a dynamic texture, a model of both the timbral and rhythmical qualities of sound, two of the important asp...
Luke Barrington, Antoni B. Chan, Gert R. G. Lanckr...