Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 1

Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 1

  • Sergii Babichev
  • Volodymyr Lytvynenko
Publisher:Springer NatureISBN 13: 9783031709593ISBN 10: 3031709594

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Lecture Notes in Data Engineering, Computational Intelligence, and Decision-Making, Volume 1 is written by Sergii Babichev and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 3031709594 (ISBN 10) and 9783031709593 (ISBN 13).

This book addresses contemporary challenges in artificial and computational intelligence, particularly focusing on decision-making systems. It explores current trends in computer science, including the collection, analysis, and processing of information. The advancement of modern information and computer technologies for data analysis and processing in data mining and machine learning is highlighted, showcasing their role in enhancing the efficiency of information processing by reducing time and increasing accuracy. The book comprises 37 scientific papers presenting cutting-edge research in data mining, machine learning, and decision-making. It is categorized into three sections: 1. Analysis and modeling of hybrid systems and processes—14 papers. 2. Theoretical and applied aspects of decision-making systems—7 papers. 3. Data engineering, computational intelligence, and inductive modeling—16 papers. This book is designed for scientists and developers specializing in data mining, machine learning, and decision-making systems.