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URBAN
2008
86views more  URBAN 2008»
15 years 16 days ago
Social area analysis, data mining, and GIS
: There is a long tradition of describing cities through a focus on the characteristics of their residents. A brief review of the history of this approach to describing cities high...
Seth E. Spielman, Jean-Claude Thill
99
Voted
TKDE
2008
152views more  TKDE 2008»
15 years 16 days ago
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis
Linear Discriminant Analysis (LDA) has been a popular method for extracting features that preserves class separability. The projection functions of LDA are commonly obtained by max...
Deng Cai, Xiaofei He, Jiawei Han
146
Voted
ESANN
2006
15 years 2 months ago
Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
91
Voted
ASAP
2006
IEEE
89views Hardware» more  ASAP 2006»
15 years 4 months ago
Polyhedral Modeling and Analysis of Memory Access Profiles
In this paper, we propose to model memory access profile information as loop nests exhibiting useful characteristics on the memory behavior, such as periodicity, linearly linked m...
Philippe Clauss, Bénédicte Kenmei
108
Voted
DL
1999
Springer
129views Digital Library» more  DL 1999»
15 years 5 months ago
Web Analysis Visualization Spreadsheet
In this paper, we present methods of information visualization that applies to the discovery of patterns in World-Wide Web sites. We hope to use techniques of information visualiz...
Ed Huai-hsin Chi