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» Objective improvement in information-geometric optimization
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ICML
2007
IEEE
15 years 10 months ago
Experimental perspectives on learning from imbalanced data
We present a comprehensive suite of experimentation on the subject of learning from imbalanced data. When classes are imbalanced, many learning algorithms can suffer from the pers...
Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napol...
CC
2011
Springer
270views System Software» more  CC 2011»
14 years 1 months ago
Subregion Analysis and Bounds Check Elimination for High Level Arrays
For decades, the design and implementation of arrays in programming languages has reflected a natural tension between productivity and performance. Recently introduced HPCS langua...
Mackale Joyner, Zoran Budimlic, Vivek Sarkar
INFOCOM
2009
IEEE
15 years 4 months ago
Link Scheduling with QoS Guarantee for Wireless Relay Networks
—The emerging wireless relay networks (WRNs) are expected to provide significant improvement on throughput and extension of coverage area for next-generation wireless systems. W...
Chi-Yao Hong, Ai-Chun Pang
ICCD
2002
IEEE
114views Hardware» more  ICCD 2002»
15 years 6 months ago
Balancing the Interconnect Topology for Arrays of Processors between Cost and Power
High performance SoC requires nonblocking interconnections between an array of processors built on one chip. With the advent of deep sub-micron technologies, switches are becoming...
Esther Y. Cheng, Feng Zhou, Bo Yao, Chung-Kuan Che...
EMO
2003
Springer
137views Optimization» more  EMO 2003»
15 years 3 months ago
A Two-Phase Local Search for the Biobjective Traveling Salesman Problem
This article proposes the Two-Phase Local Search for finding a good approximate set of non-dominated solutions. The two phases of this procedure are to (i) generate an initial sol...
Luis Paquete, Thomas Stützle