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CSB
2004
IEEE
120views Bioinformatics» more  CSB 2004»
14 years 2 months ago
Dynamic Algorithm for Inferring Qualitative Models of Gene Regulatory Networks
It is still an open problem to identify functional relations with o(N
Zheng Yun, Kwoh Chee Keong
CSB
2004
IEEE
164views Bioinformatics» more  CSB 2004»
14 years 2 months ago
Biclustering in Gene Expression Data by Tendency
The advent of DNA microarray technologies has revolutionized the experimental study of gene expression. Clustering is the most popular approach of analyzing gene expression data a...
Jinze Liu, Jiong Yang, Wei Wang 0010
AUSDM
2006
Springer
107views Data Mining» more  AUSDM 2006»
14 years 2 months ago
Using a Kernel-Based Approach to Visualize Integrated Chronic Fatigue Syndrome Datasets
We describe the use of a kernel
Ahmad Al-Oqaily, Paul J. Kennedy
CINQ
2004
Springer
116views Database» more  CINQ 2004»
14 years 2 months ago
Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining
Abstract. One of the exciting scientific challenges in functional genomics concerns the discovery of biologically relevant patterns from gene expression data. For instance, it is e...
Ruggero G. Pensa, Jérémy Besson, C&e...
BIBE
2004
IEEE
160views Bioinformatics» more  BIBE 2004»
14 years 2 months ago
A Time Series Analysis of Microarray Data
As the capture and analysis of single-time-point microarray expression data becomes routine, investigators are turning to time-series expression data to investigate complex gene r...
Selnur Erdal, Ozgur Ozturk, David L. Armbruster, H...
BIBE
2007
IEEE
127views Bioinformatics» more  BIBE 2007»
14 years 2 months ago
Gene Selection via Matrix Factorization
The recent development of microarray gene expression techniques have made it possible to offer phenotype classification of many diseases. However, in gene expression data analysis...
Fei Wang, Tao Li
HICSS
2002
IEEE
127views Biometrics» more  HICSS 2002»
14 years 3 months ago
Interactive Visualization and Analysis for Gene Expression Data
Currently, the cDNA and genomic sequence projects are processing at such a rapid rate that more and more gene data become available. New methods are needed to efficiently and eff...
Chun Tang, Li Zhang, Aidong Zhang
CSB
2002
IEEE
169views Bioinformatics» more  CSB 2002»
14 years 3 months ago
Bayesian Network and Nonparametric Heteroscedastic Regression for Nonlinear Modeling of Genetic Network
We propose a new statistical method for constructing a genetic network from microarray gene expression data by using a Bayesian network. An essential point of Bayesian network con...
Seiya Imoto, SunYong Kim, Takao Goto, Sachiyo Abur...
CSB
2003
IEEE
123views Bioinformatics» more  CSB 2003»
14 years 4 months ago
Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data
DNA microarray technology provides a broad snapshot of the state of the cell by measuring the expression levels of thousands of genes simultaneously. Visualization techniques can ...
Li Zhang, Aidong Zhang, Murali Ramanathan
CSB
2003
IEEE
153views Bioinformatics» more  CSB 2003»
14 years 4 months ago
Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks
We propose a statistical method for estimating a gene network based on Bayesian networks from microarray gene expression data together with biological knowledge including protein-...
Seiya Imoto, Tomoyuki Higuchi, Takao Goto, Kousuke...