Sentence examples for by a data mining from inspiring English sources
We also show that replacing the visual inspection and literature search by a data mining approach improves the similarity rankings for most assessed data sets.
In our experiments the substructures constituting the fingerprint for si m bind_fp are selected by visual inspection and literature review or by a data mining approach.
The former source is extracted by inquiring human opinion using a questionnaire, while the latter is gained automatically by a data mining technique, fuzzy clustering.
The integration of solvent and process design is facilitated computationally by a data mining approach which allows a reduced number of solvents to be evaluated in process design optimization.
The existence of gene-gene interactions was first explored by a data mining technique similar to the Adaboost algorithm, and based on classification and regression trees (CART): the gradient boosting machine [44].
In this context, we aimed to discover novel multivariate phenotypes from large scale epidemiological data by a data mining approach and develop a scheme to GWAS of multivariate phenotypes.
This research utilizes the pharmacy prescriptions database to extract useful knowledge to improve different strategies in pharmacy automation by using a data mining approach.
This study aims to fill the gap by developing a data mining framework based on decision tree and association rules to generate useful rules for personnel selection.
Responses were analyzed by means of a data mining approach, being it the exploration and search for meaningful patterns and rule in data through suitable machine-learning algorithms that allows to extrapolate information from data that would be otherwise difficult to investigate being completely unknown and offers an indication of future trends based on what happened in the past.
Organising, manipulating, and querying the potentially large number of biclusters computed by these algorithms is a data mining task in itself – one that has not been systematically addressed.
