Sciweavers

Share
23 search results - page 1 / 5
» A Framework for Multi-Objective Clustering and Its Applicati...
Sort
View
ADMA
2009
Springer
145views Data Mining» more  ADMA 2009»
10 years 7 months ago
A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining
The goal of multi-objective clustering (MOC) is to decompose a dataset into similar groups maximizing multiple objectives in parallel. In this paper, we provide a methodology, arch...
Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricar...
APBC
2004
164views Bioinformatics» more  APBC 2004»
10 years 2 months ago
Cluster Ensemble and Its Applications in Gene Expression Analysis
Huge amount of gene expression data have been generated as a result of the human genomic project. Clustering has been used extensively in mining these gene expression data to find...
Xiaohua Hu, Illhoi Yoo
SDM
2009
SIAM
144views Data Mining» more  SDM 2009»
10 years 10 months ago
On Segment-Based Stream Modeling and Its Applications.
The primary constraint in the effective mining of data streams is the large volume of data which must be processed in real time. In many cases, it is desirable to store a summary...
Charu C. Aggarwal
KDD
2009
ACM
208views Data Mining» more  KDD 2009»
11 years 1 months ago
A principled and flexible framework for finding alternative clusterings
The aim of data mining is to find novel and actionable insights in data. However, most algorithms typically just find a single (possibly non-novel/actionable) interpretation of th...
Zijie Qi, Ian Davidson
PAKDD
2004
ACM
97views Data Mining» more  PAKDD 2004»
10 years 6 months ago
Further Applications of a Particle Visualization Framework
Our previous work introduced a 3D particle visualization framework that viewed each data point as being a particle affected by gravitational forces. We showed the use of this tool ...
Ke Yin, Ian Davidson
books