Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance - Couverture souple

 
9781799873723: Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance
Couverture souple
ISBN 10 : 1799873722 ISBN 13 : 9781799873723
Editeur : Business Science Reference, 2021

Synopsis

"This edited book provides a selection of chapters to improve the understanding of the impact of imbalanced data and its resolving techniques based on the Data Preprocessing, Active Learning, and Cost Perceptive Approaches"--

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos des auteurs

Dipti P. Rana is working as Assistant Professor in the Computer Engineering Department, Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, India. She completed her Ph.D. in from SVNIT, Surat. She has 21+ years of experience in teaching. She delivers expert talks at national and research organizations. She supervised 15+ M. Tech. theses and currently supervising 5+ Ph.D. students. She published many papers in reputed conferences and international journals and served as reviewer in international conferences and peer reviewed journals. She published a book on “Temporal Association Rule Based Models for Weather Prediction”. Her current area of research includes Big Data Mining especially in the field of imbalanced data, health data, social network and legal data, machine learning, artificial intelligence and high performance computing.

Rupa G. Mehta is working as Associate Professor in the Computer Engineering Department, Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, India. She completed her Ph.D. in from SVNIT, Surat. She has 25+ years of experience in teaching. She delivers expert talks at national and research organizations. She supervised 15+ M. Tech. theses and currently supervising 5+ Ph.D. students. She published many papers in reputed conferences and international journals and served as reviewer in international conferences and peer reviewed journals. She published books “A Novel Approach for High Dimensional Data Clustering” and “Decision Tree Algorithms for Concept Drifted Data Stream”. Her current area of research includes Big Data Analytics, social network mining and legal data mining, machine learning and artificial intelligence.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Business Science Reference
Date d'édition
2021
Langue
anglais
ISBN 10 
1799873722
ISBN 13 
9781799873723
Reliure
Broché
Nombre de pages
309
Éditeur
Rana Dipti P., Mehta Rupa G.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781799873716: Handbook of Research on Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

Edition présentée

ISBN 10 :  1799873714 ISBN 13 :  9781799873716
Editeur : Business Science Reference, 2021
Couverture rigide