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: CoRR (2013)
Keyphrases
- object model
- data sets
- data processing
- database
- noisy data
- data collection
- statistical methods
- data analysis
- data mining methods
- data sources
- image data
- data quality
- significant improvement
- data structure
- raw data
- object databases
- spectral clustering
- missing values
- high dimensional data
- data points
- training data
- human experts
- statistical analysis
- web services