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KDD
2010
ACM
265views Data Mining» more  KDD 2010»
15 years 7 months ago
Combining predictions for accurate recommender systems
We analyze the application of ensemble learning to recommender systems on the Netflix Prize dataset. For our analysis we use a set of diverse state-of-the-art collaborative filt...
Michael Jahrer, Andreas Töscher, Robert Legen...
127
Voted
BIBE
2007
IEEE
151views Bioinformatics» more  BIBE 2007»
15 years 5 months ago
On the Effectiveness of Constraints Sets in Clustering Genes
—In this paper, we have modified a constrained clustering algorithm to perform exploratory analysis on gene expression data using prior knowledge presented in the form of constr...
Erliang Zeng, Chengyong Yang, Tao Li, Giri Narasim...
JMLR
2008
144views more  JMLR 2008»
15 years 3 months ago
Search for Additive Nonlinear Time Series Causal Models
Pointwise consistent, feasible procedures for estimating contemporaneous linear causal structure from time series data have been developed using multiple conditional independence ...
Tianjiao Chu, Clark Glymour
NAR
2007
84views more  NAR 2007»
15 years 2 months ago
The Multi-Q web server for multiplexed protein quantitation
Multi-Q Web Server provides an automated data analysis tool for multiplexed protein quantitation based on the iTRAQ labeling method. Multi-Q is designed as a generic platform that...
Chuan-Yih Yu, Yin-Hao Tsui, Yi-Hwa Yian, Ting-Yi S...
ECCV
2000
Springer
16 years 5 months ago
Regularised Range Flow
Extending a differential total least squares method for range flow estimation we present an iterative regularisation approach to compute dense range flow fields. We demonstrate how...
Bernd Jähne, Hagen Spies, John L. Barron