Lecture notes in computational intelligence and decision making : 2020 International Scientific Conference Intellectual Systems of Decision-Making and Problems of Computational Intelligence / Sergii Babichev, Volodymyr Lytvynenko, Waldemar Wójcik, Svetlana Vyshemyrskaya, editors.
International Scientific Conference Intellectual Systems of Decision-Making and Problems of Computational Intelligence (2020 : Zalizny Port, Ukraine); Babichev, Sergii.; Lytvynenko, Volodymyr.; Wójcik, Waldemar.; Vyshemyrskaya, Svetlana.
2021
Q342 .I58 2020eb
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Title
Lecture notes in computational intelligence and decision making : 2020 International Scientific Conference Intellectual Systems of Decision-Making and Problems of Computational Intelligence / Sergii Babichev, Volodymyr Lytvynenko, Waldemar Wójcik, Svetlana Vyshemyrskaya, editors.
Meeting Name
International Scientific Conference Intellectual Systems of Decision-Making and Problems of Computational Intelligence (2020 : Zalizny Port, Ukraine)
ISBN
9783030542153 (electronic bk.)
3030542157 (electronic bk.)
3030542149
9783030542146
9783030542160 (print)
3030542165
9783030542146 (print)
DOI
https://doi.org/10.1007/978-3-030-54215-3
Published
Cham : Springer, [2021]
Copyright
©2021
Language
English
Description
1 online resource (xvii, 731 pages)
Item Number
10.1007/978-3-030-54215-3 doi
Call Number
Q342 .I58 2020eb
Dewey Decimal Classification
006.3
Summary
This book includes 46 scientific papers presented at the conference and reflecting the latest research in the fields of data mining, machine learning and decision-making. The international scientific conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence" was held in the Kherson region, Ukraine, from May 25 to 29, 2020. The papers are divided into three sections: "Analysis and Modeling of Complex Systems and Processes," "Theoretical and Applied Aspects of Decision-Making Systems" and "Computational Intelligence and Inductive Modeling." The book will be of interest to scientists and developers specialized in the fields of data mining, machine learning and decision-making systems
Note
Includes author index.
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text file
PDF
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Description based on print version record.
Added Author
Babichev, Sergii.
Lytvynenko, Volodymyr.
Wójcik, Waldemar.
Vyshemyrskaya, Svetlana.
Series
Advances in intelligent systems and computing ; 1246.
Available in Other Form
Lecture Notes in Computational Intelligence and Decision Making : 2020 International Scientific Conference Intellectual Systems of Decision-Making and Problems of Computational Intelligence.
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Part I. Analysis and Modeling of Complex Systems and Processes
Technique of System Operator Determination Based on Acoustic Emission Method
Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy
Comparison of Missing Values Handling Techniques Using MICE Package Tools of R Software and Logistic Regression Model
Investigation of Optimization Models in Decisions Making on Integration of Innovative Projects
Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors
Scientific and Methodological Approach to Assessing the Level of Banks' Financial Security
Methods of Classifying Foreign Language Communicative Competence Using the Example of Intending Primary School Teachers
Analyzing Performance of Apache Spark MLlib with Multinode Clusters on Azure HDInsight: Spark-Perf Case Study
(Plus 38 other papers)

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