Machine learning in Neutrosophic Environment: A Survey

Machine learning in Neutrosophic Environment: A Survey
Author :
Publisher : Infinite Study
Total Pages : 11
Release :
ISBN-10 :
ISBN-13 :
Rating : 4/5 ( Downloads)

Book Synopsis Machine learning in Neutrosophic Environment: A Survey by : Azeddine Elhassouny

Download or read book Machine learning in Neutrosophic Environment: A Survey written by Azeddine Elhassouny and published by Infinite Study. This book was released on with total page 11 pages. Available in PDF, EPUB and Kindle. Book excerpt: Veracity in big data analytics is recognized as a complex issue in data preparation process, involving imperfection, imprecision and inconsistency. Single-valued Neutrosophic numbers (SVNs), have prodded a strong capacity to model such complex information. Many Data mining and big data techniques have been proposed to deal with these kind of dirty data in preprocessing stage. However, only few studies treat the imprecise and inconsistent information inherent in the modeling stage. However, this paper summarizes all works done about mapping machine learning algorithms from crisp number space to Neutrosophic environment. We discuss also contributions and hybridization of machine learning algorithms with Single-valued Neutrosophic numbers (SVNs) in modeling imperfect information, and then their impacts on resolving reel world problems. In addition, we identify new trends for future research, then we introduce, for the first time, a taxonomy of Neutrosophic learning algorithms, clarifying what algorithms are already processed or not, which makes it easier for domain researchers.


Machine learning in Neutrosophic Environment: A Survey Related Books

Machine learning in Neutrosophic Environment: A Survey
Language: en
Pages: 11
Authors: Azeddine Elhassouny
Categories: Mathematics
Type: BOOK - Published: - Publisher: Infinite Study

DOWNLOAD EBOOK

Veracity in big data analytics is recognized as a complex issue in data preparation process, involving imperfection, imprecision and inconsistency. Single-value
Neutrosophic Sets and Systems, Vol. 28, 2019
Language: en
Pages: 304
Authors: Florentin Smarandache
Categories: Mathematics
Type: BOOK - Published: - Publisher: Infinite Study

DOWNLOAD EBOOK

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic pro
Comparison of neutrosophic approach to various deep learning models for sentiment analysis
Language: en
Pages: 14
Authors: Mayukh Sharma
Categories: Mathematics
Type: BOOK - Published: - Publisher: Infinite Study

DOWNLOAD EBOOK

Deep learning has been widely used in numerous real-world engineering applications and for classification problems. Real-world data is present with neutrality a
Neutrosophic Sets and Systems, Vol. 39, 2021
Language: en
Pages: 173
Authors: Florentin Smarandache
Categories: Mathematics
Type: BOOK - Published: - Publisher: Infinite Study

DOWNLOAD EBOOK

“Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic pro
Collected Papers. Volume XII
Language: en
Pages: 1006
Authors: Florentin Smarandache
Categories: Mathematics
Type: BOOK - Published: 2022-08-01 - Publisher: Infinite Study

DOWNLOAD EBOOK

This twelfth volume of Collected Papers includes 86 papers comprising 976 pages on Neutrosophics Theory and Applications, published between 2013-2021 in the int