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» Testing the significance of attribute interactions
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ICML
2005
IEEE
14 years 9 months ago
Closed-form dual perturb and combine for tree-based models
This paper studies the aggregation of predictions made by tree-based models for several perturbed versions of the attribute vector of a test case. A closed-form approximation of t...
Pierre Geurts, Louis Wehenkel
ICML
2004
IEEE
14 years 9 months ago
Decision trees with minimal costs
We propose a simple, novel and yet effective method for building and testing decision trees that minimizes the sum of the misclassification and test costs. More specifically, we f...
Charles X. Ling, Qiang Yang, Jianning Wang, Shicha...
KDD
2004
ACM
126views Data Mining» more  KDD 2004»
14 years 9 months ago
High-throughput Protein Interactome Data: Minable or Not?
There is an emerging trend in post-genome biology to study the collection of thousands of protein interaction pairs (protein interactome) derived from high-throughput experiments....
Jake Yue Chen, Andrey Y. Sivachenko, Lang Li
BMCBI
2007
107views more  BMCBI 2007»
13 years 9 months ago
Reuse of structural domain-domain interactions in protein networks
Background: Protein interactions are thought to be largely mediated by interactions between structural domains. Databases such as iPfam relate interactions in protein structures t...
Benjamin Schuster-Böckler, Alex Bateman
APCHI
2004
IEEE
14 years 17 days ago
The Degree of Usability from Selected DVD Menus and Their Navigational Systems
Abstract. The purpose of this research is to investigate the usability of DVD interfaces via their menus and navigation, inspired by Donald Norman who has had a pivotal role in use...
Guy Wood-Bradley, Malcolm Campbell