Enabling AI Applications in Data Science

AvAboul-Ella Hassanien,Mohamed Hamed N. Taha

Häftad, Engelska, 2021

Del i serien Studies in Computational Intelligence

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2021-09-25
Mått:155 x 235 x 36 mm
Vikt:984 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:650
Förlag:Springer Nature Switzerland AG
ISBN:9783030520694

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

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.