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

Contributor(s):

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Studies in Computational Intelligence ; 911 | Springer eBook CollectionPublisher: Cham : Springer International Publishing, 2021Publisher: Cham : Imprint: Springer, 2021Edition: 1st ed. 2021Description: 1 Online-Ressource(IX, 650 p. 220 illus., 154 illus. in color.)ISBN:

9783030520670

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Additional physical formats: 9783030520663 | 9783030520687 | 9783030520694 | Erscheint auch als: 9783030520663 Druck-Ausgabe | Erscheint auch als: 9783030520687 Druck-Ausgabe | Erscheint auch als: 9783030520694 Druck-AusgabeDOI: DOI: 10.1007/978-3-030-52067-0Online resources:

Summary: 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.Summary: 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.PPN: PPN: 1734638680Package identifier: Produktsigel: ZDB-2-INR | ZDB-2-SEB | ZDB-2-SXIT

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