| Description |
1 online resource (xvii, 731 pages) |
| Series |
Advances in Intelligent Systems and Computing ; v. 1246 |
|
Advances in intelligent systems and computing ; 1246.
|
| Contents |
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) |
| 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 |
| Notes |
Includes author index |
|
Print version record |
| Subject |
Computational intelligence -- Congresses
|
|
Decision making -- Data processing -- Congresses
|
|
Computational intelligence
|
|
Decision making -- Data processing
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Babichev, Sergii
|
|
Lytvynenko, Volodymyr
|
|
Wójcik, Waldemar.
|
|
Vyshemyrskaya, Svetlana
|
| ISBN |
9783030542153 |
|
3030542157 |
|
3030542149 |
|
9783030542146 |
|
9783030542160 |
|
3030542165 |
|
