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IJSNET
2007
97views more  IJSNET 2007»
15 years 6 months ago
Stochastic binary sensor networks for noisy environments
— This paper proposes a stochastic framework for detecting anomalies or gathering interesting events in a noisy environment using a sensor network consisting of binary sensors. A...
T. Nguyen, Dong Nguyen, Huaping Liu, Duc A. Tran
AVI
2000
15 years 7 months ago
A Web-Based Approach to Interactive Visualization in Context
This paper proposes a framework for easily integrating and controlling information visualization (infoVis) components within web pages to create powerful interactive "live&qu...
Audris Mockus, Stacie Hibino, Todd L. Graves
PKDD
2010
Springer
160views Data Mining» more  PKDD 2010»
15 years 4 months ago
Sparse Unsupervised Dimensionality Reduction Algorithms
Abstract. Principal component analysis (PCA) and its dual—principal coordinate analysis (PCO)—are widely applied to unsupervised dimensionality reduction. In this paper, we sho...
Wenjun Dou, Guang Dai, Congfu Xu, Zhihua Zhang
NAR
2006
177views more  NAR 2006»
15 years 6 months ago
PUMA2 - grid-based high-throughput analysis of genomes and metabolic pathways
The PUMA2 system (available at http://compbio.mcs. 10 anl.gov/puma2) is an interactive, integrated bioinformatics environment for high-throughput genetic sequence analysis and met...
Natalia Maltsev, Elizabeth M. Glass, Dinanath Sula...
KDD
2009
ACM
187views Data Mining» more  KDD 2009»
16 years 7 months ago
New ensemble methods for evolving data streams
Advanced analysis of data streams is quickly becoming a key area of data mining research as the number of applications demanding such processing increases. Online mining when such...
Albert Bifet, Bernhard Pfahringer, Geoffrey Holmes...