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» On an Optimization Problem in Sensor Selection*
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COLING
2010
14 years 5 months ago
Exploiting Structured Ontology to Organize Scattered Online Opinions
We study the problem of integrating scattered online opinions. For this purpose, we propose to exploit structured ontology to obtain well-formed relevant aspects to a topic and us...
Yue Lu, Huizhong Duan, Hongning Wang, ChengXiang Z...
ICDM
2006
IEEE
225views Data Mining» more  ICDM 2006»
15 years 4 months ago
Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels
Choosing an appropriate kernel is one of the key problems in kernel-based methods. Most existing kernel selection methods require that the class labels of the training examples ar...
Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
124
Voted
EDBT
1994
ACM
149views Database» more  EDBT 1994»
15 years 2 months ago
On the Estimation of Join Result Sizes
Abstract. Good estimates of join result sizes are critical for query optimization in relational database management systems. We address the problem of incrementally obtaining accur...
Arun N. Swami, K. Bernhard Schiefer
COLT
2008
Springer
15 years 17 hour ago
Learning Coordinate Gradients with Multi-Task Kernels
Coordinate gradient learning is motivated by the problem of variable selection and determining variable covariation. In this paper we propose a novel unifying framework for coordi...
Yiming Ying, Colin Campbell
92
Voted
EMO
2001
Springer
109views Optimization» more  EMO 2001»
15 years 2 months ago
Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms
When we try to implement a multi-objective genetic algorithm (MOGA) with variable weights for finding a set of Pareto optimal solutions, one difficulty lies in determining appropri...
Tadahiko Murata, Hisao Ishibuchi, Mitsuo Gen