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HIS
2007
15 years 9 months ago
Pareto-based Multi-Objective Machine Learning
—Machine learning is inherently a multiobjective task. Traditionally, however, either only one of the objectives is adopted as the cost function or multiple objectives are aggreg...
Yaochu Jin
AAAI
2004
15 years 8 months ago
Text Classification by Labeling Words
Traditionally, text classifiers are built from labeled training examples. Labeling is usually done manually by human experts (or the users), which is a labor intensive and time co...
Bing Liu, Xiaoli Li, Wee Sun Lee, Philip S. Yu
ISCAPDCS
2004
15 years 8 months ago
Fractal Computation in Step with Real-Time Dance
This paper describes a collaboration among computer scientists, dancers, and musicians on a production entitled "Fibonacci and Phi." Thematically, the production explore...
Jennifer J. Burg, Tim Miller
NIPS
2003
15 years 8 months ago
A Classification-based Cocktail-party Processor
At a cocktail party, a listener can selectively attend to a single voice and filter out other acoustical interferences. How to simulate this perceptual ability remains a great cha...
Nicoleta Roman, DeLiang L. Wang, Guy J. Brown
USENIX
1996
15 years 8 months ago
Transparent Fault Tolerance for Parallel Applications on Networks of Workstations
This paper describes a new method for providingtransparent fault tolerance for parallel applications on a network of workstations. We have designed our method in the context of sh...
Daniel J. Scales, Monica S. Lam