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» Using Clustering Methods for Discovering Event Structures
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124
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ICPR
2000
IEEE
16 years 3 months ago
Structuring Personal Activity Records Based on Attention - Analyzing Videos from Head-Mounted Camera
This paper introduces a novel method for analyzing video records which contain personal activities captured by a head mounted camera. This aims to support the user to retrieve the...
Yuichi Nakamura, Yuichi Ohta, Jun'ya Ohde
143
Voted
AIRS
2006
Springer
15 years 6 months ago
A Novel Ant-Based Clustering Approach for Document Clustering
Recently, much research has been proposed using nature inspired algorithms to perform complex machine learning tasks. Ant Colony Optimization (ACO) is one such algorithm based on s...
Yulan He, Siu Cheung Hui, Yongxiang Sim
132
Voted
ICCS
2005
Springer
15 years 8 months ago
Automated Operation Minimization of Tensor Contraction Expressions in Electronic Structure Calculations
Abstract. Complex tensor contraction expressions arise in accurate electronic structure models in quantum chemistry, such as the Coupled Cluster method. Transformations using algeb...
Albert Hartono, Alexander Sibiryakov, Marcel Nooij...
135
Voted
CIKM
2006
Springer
15 years 4 months ago
Efficiently clustering transactional data with weighted coverage density
In this paper, we propose a fast, memory-efficient, and scalable clustering algorithm for analyzing transactional data. Our approach has three unique features. First, we use the c...
Hua Yan, Keke Chen, Ling Liu
185
Voted
CORR
1999
Springer
222views Education» more  CORR 1999»
15 years 2 months ago
Analysis of approximate nearest neighbor searching with clustered point sets
Abstract. Nearest neighbor searching is a fundamental computational problem. A set of n data points is given in real d-dimensional space, and the problem is to preprocess these poi...
Songrit Maneewongvatana, David M. Mount