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» Using Clustering Methods for Discovering Event Structures
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122
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CSB
2002
IEEE
109views Bioinformatics» more  CSB 2002»
15 years 8 months ago
Towards Automatic Clustering of Protein Sequences
Analyzing protein sequence data becomes increasingly important recently. Most previous work on this area has mainly focused on building classification models. In this paper, we i...
Jiong Yang, Wei Wang 0010
151
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GECCO
2010
Springer
173views Optimization» more  GECCO 2010»
15 years 3 months ago
Superstate identification for state machines using search-based clustering
State machines are a popular method of representing a syshigh level of abstraction that enables developers to gain an overview of the system they represent and quickly understand ...
Mathew Hall, Phil McMinn, Neil Walkinshaw
140
Voted
IDEAL
2004
Springer
15 years 9 months ago
Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data
Microarray datasets are often too large to visualise due to the high dimensionality. The self-organising map has been found useful to analyse massive complex datasets. It can be us...
Swapna Sarvesvaran, Hujun Yin
125
Voted
WSE
2003
IEEE
15 years 9 months ago
Using Keyword Extraction for Web Site Clustering
Reverse engineering techniques have the potential to support Web site understanding, by providing views that show the organization of a site and its navigational structure. Howeve...
Paolo Tonella, Filippo Ricca, Emanuele Pianta, Chr...
129
Voted
ICDM
2003
IEEE
104views Data Mining» more  ICDM 2003»
15 years 9 months ago
Localized Prediction of Continuous Target Variables Using Hierarchical Clustering
In this paper, we propose a novel technique for the efficient prediction of multiple continuous target variables from high-dimensional and heterogeneous data sets using a hierarch...
Aleksandar Lazarevic, Ramdev Kanapady, Chandrika K...