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JCST
2006
128views more  JCST 2006»
13 years 10 months ago
Multi-Instance Learning from Supervised View
Abstract In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. This pa...
Zhi-Hua Zhou
JEI
2006
110views more  JEI 2006»
13 years 10 months ago
Empirical formula for creating error bars for the method of paired comparison
The method of paired comparison based on Thurstone's Case V of his Law of Comparative Judgments is often used as a psychophysical method to derive interval scales of perceptua...
Ethan D. Montag
KBS
2006
150views more  KBS 2006»
13 years 10 months ago
Clusterer ensemble
Ensemble methods that train multiple learners and then combine their predictions have been shown to be very effective in supervised learning. This paper explores ensemble methods ...
Zhi-Hua Zhou, Wei Tang
PE
2008
Springer
114views Optimization» more  PE 2008»
13 years 10 months ago
An efficient technique to analyze the impact of bursty TCP traffic in wide-area networks
In this paper we describe an analytical technique for the performance evaluation of wide-area networks carrying realistic TCP traffic, such as that produced by a large number of f...
Michele Garetto, Donald F. Towsley
RAS
2006
87views more  RAS 2006»
13 years 10 months ago
Mission-level path planning and re-planning for rover exploration
The Life in the Atacama (LITA) project seeks to develop technologies for robotic life detection and apply them to the investigation of the Atacama Desert. Its field investigation ...
Paul Tompkins, Anthony Stentz, David Wettergreen