Enabling AI Applications in Data Science -

Enabling AI Applications in Data Science

Buch | Softcover
IX, 650 Seiten
2021 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-52069-4 (ISBN)
213,99 inkl. MwSt
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.

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.

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo IX, 650 p. 220 illus., 154 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 997 g
Themenwelt Mathematik / Informatik Informatik Datenbanken
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte applied AI • Big Data • Computational Intelligence • data analytics • Data Science
ISBN-10 3-030-52069-2 / 3030520692
ISBN-13 978-3-030-52069-4 / 9783030520694
Zustand Neuware
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