Biomind ArrayGenius and GeneGenius: Web Services Offering Microarray and SNP Data Analysis via Novel Machine Learning Methods.
Ben GoertzelCassio PennachinLúcio de Souza CoelhoLeonardo ShikidaMurilo Saraiva de QueirozPublished in: AAAI (2007)
Keyphrases
- machine learning methods
- microarray
- web services
- data analysis
- high throughput
- statistical methods
- genome wide
- machine learning
- biological data
- gene expression
- genomic data
- gene expression data
- microarray data
- clustering analysis
- gene selection
- gene gene
- gene networks
- experimental conditions
- single nucleotide polymorphisms
- machine learning algorithms
- gene expression profiling
- machine learning approaches
- gene ontology
- molecular biology
- cancer classification
- ensemble methods
- high dimensionality
- gene expression analysis
- gene expression datasets
- data collection
- gene expression profiles
- regulatory networks
- microarray images
- dna microarray
- life sciences
- data mining
- cluster analysis
- microarray analysis
- differentially expressed genes
- learning algorithm
- microarray data analysis
- biological processes
- gene regulatory networks
- computational methods
- human genome
- transcription factors
- gene expression data sets
- yeast cell cycle
- systems biology
- data sets
- microarray expression data
- cancer diagnosis
- statistical tests
- data acquisition
- statistical analysis
- knowledge discovery
- decision trees
- real world