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ISCI
2008
124views more  ISCI 2008»
15 years 6 months ago
A weighted rough set based method developed for class imbalance learning
In this paper, we introduce weights into Pawlak rough set model to balance the class distribution of a data set and develop a weighted rough set based method to deal with the clas...
Jinfu Liu, Qinghua Hu, Daren Yu
AAAI
1997
15 years 7 months ago
Incremental Methods for Computing Bounds in Partially Observable Markov Decision Processes
Partially observable Markov decision processes (POMDPs) allow one to model complex dynamic decision or control problems that include both action outcome uncertainty and imperfect ...
Milos Hauskrecht
BCSHCI
2007
15 years 8 months ago
ExpECT: an expanded error categorisation method for text input
This paper describes an empirical study on typing errors made by children during a text copy exercise. The literature on text input errors is first examined, focussing on studies ...
Akiyo Kano, Janet C. Read, Alan J. Dix, I. Scott M...
WSC
2007
15 years 8 months ago
Stochastic trust region gradient-free method (strong): a new response-surface-based algorithm in simulation optimization
Response Surface Methodology (RSM) is a metamodelbased optimization method. Its strategy is to explore small subregions of the parameter space in succession instead of attempting ...
Kuo-Hao Chang, L. Jeff Hong, Hong Wan
ACL
1998
15 years 7 months ago
Combination of an Automatic and an Interactive Disambiguation Method
In natural language processing, many methods have been proposed to solve the ambiguity problems. In this paper, we propose a technique to combine a method of interactive disambigu...
Masaya Yamaguchi, Takeyuki Kojima, Nobuo Inui, Yos...