Structuring research methods and data with the research object model: genomics workflows as a case study.
Kristina M. HettneHarish DharuriJun ZhaoKatherine WolstencroftKhalid BelhajjameStian Soiland-ReyesEleni MinaMark ThompsonDon CruickshankLourdes Verdes-MontenegroJulián GarridoDavid De RoureÓscar CorchoGraham KlyneReinout van SchouwenPeter A. C. 't HoenSean BechhoferCarole A. GobleMarco RoosPublished in: J. Biomed. Semant. (2014)
Keyphrases
- object model
- data sets
- data processing
- database
- data mining methods
- high dimensional data
- training data
- input data
- data analysis
- object databases
- preprocessing
- data points
- data mining techniques
- raw data
- spectral clustering
- statistical analysis
- databases
- data quality
- noisy data
- missing values
- data mining
- data collection
- three dimensional