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ICML
2006
IEEE
14 years 8 months ago
Multiclass boosting with repartitioning
A multiclass classification problem can be reduced to a collection of binary problems with the aid of a coding matrix. The quality of the final solution, which is an ensemble of b...
Ling Li
ICMLA
2008
13 years 9 months ago
Comprehensible Models for Predicting Molecular Interaction with Heart-Regulating Genes
When using machine learning for in silico modeling, the goal is normally to obtain highly accurate predictive models. Often, however, models should also bring insights into intere...
Cecilia Sönströd, Ulf Johansson, Ulf Nor...
FMN
2009
Springer
99views Multimedia» more  FMN 2009»
14 years 2 months ago
Interest-Based Peer-to-Peer Group Management
Abstract. Peer-to-Peer systems become popular applications but suffer from insufficient resource availability which is caused by free-riders and inefficient lookup algorithms. To a...
Jun Lei, Xiaoming Fu
ICPP
2003
IEEE
14 years 27 days ago
A Hardware-based Cache Pollution Filtering Mechanism for Aggressive Prefetches
Aggressive hardware-based and software-based prefetch algorithms for hiding memory access latencies were proposed to bridge the gap of the expanding speed disparity between proces...
Xiaotong Zhuang, Hsien-Hsin S. Lee
INFOCOM
2010
IEEE
13 years 6 months ago
Adaptive Calibration for Fusion-based Wireless Sensor Networks
Abstract—Wireless sensor networks (WSNs) are typically composed of low-cost sensors that are deeply integrated with physical environments. As a result, the sensing performance of...
Rui Tan, Guoliang Xing, Xue Liu, Jianguo Yao, Zhao...