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» An experimental analysis of self-adjusting computation
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ICML
2006
IEEE
16 years 7 months ago
Null space versus orthogonal linear discriminant analysis
Dimensionality reduction is an important pre-processing step for many applications. Linear Discriminant Analysis (LDA) is one of the well known methods for supervised dimensionali...
Jieping Ye, Tao Xiong
GECCO
2005
Springer
142views Optimization» more  GECCO 2005»
15 years 12 months ago
Genetic programming: parametric analysis of structure altering mutation techniques
We hypothesize that the relationship between parameter settings, speci cally parameters controlling mutation, and performance is non-linear in genetic programs. Genetic programmin...
Alan Piszcz, Terence Soule
NPC
2004
Springer
15 years 11 months ago
The HKUST Frog Pond - A Case Study of Sensory Data Analysis
Many sensor network applications are data-centric, and data analysis plays an important role in these applications. However, it is a challenging task to find out what specific prob...
Wenwei Xue, Bingsheng He, Hejun Wu, Qiong Luo
AIPR
2003
IEEE
15 years 11 months ago
Band Selection Using Independent Component Analysis for Hyperspectral Image Processing
Although hyperspectral images provide abundant information about objects, their high dimensionality also substantially increases computational burden. Dimensionality reduction off...
Hongtao Du, Hairong Qi, Xiaoling Wang, Rajeev Rama...
VLSID
2006
IEEE
148views VLSI» more  VLSID 2006»
16 years 6 months ago
Efficient Design and Analysis of Robust Power Distribution Meshes
With increasing design complexity, as well as continued scaling of supplies, the design and analysis of power/ground distribution networks poses a difficult problem in modern IC d...
Puneet Gupta, Andrew B. Kahng