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» Balanced Incomplete Factorization
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DATAMINE
2006
157views more  DATAMINE 2006»
15 years 1 months ago
Data Clustering with Partial Supervision
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...
Abdelhamid Bouchachia, Witold Pedrycz
132
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ISCI
2008
124views more  ISCI 2008»
15 years 1 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
101
Voted
JAL
2008
97views more  JAL 2008»
15 years 1 months ago
Experimental studies of variable selection strategies based on constraint weights
An important class of heuristics for constraint satisfaction problems works by sampling information during search in order to inform subsequent decisions. One of these strategies, ...
Richard J. Wallace, Diarmuid Grimes
SIGCSE
2008
ACM
141views Education» more  SIGCSE 2008»
15 years 1 months ago
Broadening participation through scalable game design
Game development is quickly gaining popularity in introductory programming courses. Motivational and educational aspects of game development are hard to balance and often sacrific...
Alexander Repenning, Andri Ioannidou
130
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TON
2008
159views more  TON 2008»
15 years 1 months ago
Optimizing lifetime for continuous data aggregation with precision guarantees in wireless sensor networks
This paper exploits the tradeoff between data quality and energy consumption to extend the lifetime of wireless sensor networks. To obtain an aggregate form of sensor data with pre...
Xueyan Tang, Jianliang Xu