Ensemble Feature Selection Method For Prediction of Chronic Datasets: Dimensionality Reduction Method - Couverture souple

M., Manonmani; Balakrishnan, Sarojini

 
9786204978727: Ensemble Feature Selection Method For Prediction of Chronic Datasets: Dimensionality Reduction Method
Couverture souple
ISBN 10 : 6204978721 ISBN 13 : 9786204978727
Editeur : LAP LAMBERT Academic Publishing, 2022

Synopsis

As large and complex datasets are becoming increasingly available to the research community, more advanced and sophisticated data analytical techniques are needed to exploit and manage these data. Machine learning and data mining methods can be used to mine significant knowledge from a variety of large and heterogeneous data sources, supporting biomedical research and healthcare delivery. Data-driven healthcare is at the center of the vision of learning health systems and holds great promise for transforming the current healthcare status. Predictive data mining is becoming an important analytical instrument for the scientific community and clinical practitioners in the field of medicine. Secondary use of patient and clinical study data is able to enhance health care experiences for individuals. Further, it enables the expansion of knowledge about diseases and treatments and leads to an increase in the efficiency and effectiveness of health care systems.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2022
Langue
anglais
ISBN 10 
6204978721
ISBN 13 
9786204978727
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
Personne responsable
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