Principles and Applications of Data Science

Principles and Applications of Data Science

Data science is an emerging multidisciplinary field which lies at the intersection of computer science, statistics, and mathematics, with different applications and related to data mining, deep learning, and big data. This Special Issue on “Principles and Applications of Data Science” focuses on the...

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Liu, Chuan-Ming
Year of Publication:2022
Language:English
Physical Description:1 electronic resource (168 p.)
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ctrlnum (CKB)5690000000011977
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spelling Liu, Chuan-Ming edt
Principles and Applications of Data Science
Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
1 electronic resource (168 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Data science is an emerging multidisciplinary field which lies at the intersection of computer science, statistics, and mathematics, with different applications and related to data mining, deep learning, and big data. This Special Issue on “Principles and Applications of Data Science” focuses on the latest developments in the theories, techniques, and applications of data science. The topics include data cleansing, data mining, machine learning, deep learning, and the applications of medical and healthcare, as well as social media.
English
Technology: general issues bicssc
History of engineering & technology bicssc
deep learning
user preference learning
feature fusion
similar user recommendation
convolutional neural network
image classification
electronic health records
fair exchange
forward secrecy
raw material
mining
terminology
dictionary
terminology application
mobile application
digitization
lexical data
corpus data
linguistic linked open data
neuro-fuzzy
prediction model
air pollution
PM2.5
PM10
self-attention mechanism
graph neural network
data mining
behaviour sequence pattern
behaviour network
water crystal
fine-tuning
supervised
classification
combined classification model
deep transfer learning
focal-segmental
kidney disease
kidney glomeruli
medical image
sclerosed glomeruli
predictive analytics
Internet of Things
peasant farming
smart farming system
crop production prediction
3-0365-4527-1
3-0365-4528-X
Liu, Chuan-Ming oth
language English
format eBook
author2 Liu, Chuan-Ming
author_facet Liu, Chuan-Ming
author2_variant c m l cml
author2_role Sonstige
title Principles and Applications of Data Science
spellingShingle Principles and Applications of Data Science
title_full Principles and Applications of Data Science
title_fullStr Principles and Applications of Data Science
title_full_unstemmed Principles and Applications of Data Science
title_auth Principles and Applications of Data Science
title_new Principles and Applications of Data Science
title_sort principles and applications of data science
publisher MDPI - Multidisciplinary Digital Publishing Institute
publishDate 2022
physical 1 electronic resource (168 p.)
isbn 3-0365-4527-1
3-0365-4528-X
illustrated Not Illustrated
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is_hierarchy_title Principles and Applications of Data Science
author2_original_writing_str_mv noLinkedField
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