Enabling AI Applications in Data Science / edited by Aboul-Ella Hassanien, Mohamed Hamed N. Taha, Nour Eldeen M. Khalifa.

By:

Taha, Mohamed Hamed N

Contributor(s):

Material type: Text

TextSeries: Studies in Computational Intelligence ; 911Publication details: Singapore: Springer, c2021.Edition: 1st ed. 2021Description: IX, 650 p.: 220 illus., 154 illus. in color,; 23 cmISBN:

9783030520670
9783030520663
9783030520687
9783030520694

Subject(s):

Genre/Form:

Electronic books.

Additional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification:

620.00285 23 HAS-E 2021 789463

Online resources:

Full text available from Springer Intelligent Technologies and Robotics eBooks 2021 English/International

Contents:

Part I: Artificial Intelligence and Optimization -- Stochastic Proximal Gradient Algorithm with Minibatches Application to Large Scale Learning Models -- The Human Mental Search Algorithm for Solving Optimisation Problems -- Reducing Redundant Association Rules Using Type-2 Fuzzy Logic -- Identiﬁability of Discrete Concentration Graphical Models with a Latent Variable -- An Automatic Classiﬁcation of Genetic Mutations by Exploring Different Classiﬁers -- Towards Artificial Intelligence: Concepts, Applications, and Innovations -- Part II: Big Data and Artificial Intelligence Applications -- In Depth Analysis, Applications and Future Issues of Artiﬁcial Neural Network -- Big Data and Deep Learning in Plant Leaf Diseases Classification for Agriculture -- Machine Learning Cancer Diagnosis Based on Medical Image Size and Modalities.

In: Springer Nature eBookSummary: This book provides a detailed overview of the latest developments and applications in the field of artificial intelligence and data science. AI applications have achieved great accuracy and performance with the help of developments in data processing and storage. It has also gained strength through the amount and quality of data which is the main nucleus of data science. This book aims to provide the latest research findings in the field of artificial intelligence with data science.

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Holdings ( 1 )
Title notes ( 3 )

Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode	Item holds
Books	Faculty of CS & IT Library CS & IT Shelf No. 44 New Arrival	Book	620.00285 HAS-E 2021 789463 (Browse shelf(Opens below))	C 1	Available		789463

Total holds: 0

References.

This book provides a detailed overview of the latest developments and applications in the field of artificial intelligence and data science. AI applications have achieved great accuracy and performance with the help of developments in data processing and storage. It has also gained strength through the amount and quality of data which is the main nucleus of data science. This book aims to provide the latest research findings in the field of artificial intelligence with data science.