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Titlebook: Artificial Intelligence and Soft Computing; 19th International C Leszek Rutkowski,Rafał Scherer,Jacek M. Zurada Conference proceedings 2020

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期刊全称Artificial Intelligence and Soft Computing
期刊简称19th International C
影响因子2023Leszek Rutkowski,Rafał Scherer,Jacek M. Zurada
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学科分类Lecture Notes in Computer Science
图书封面Titlebook: Artificial Intelligence and Soft Computing; 19th International C Leszek Rutkowski,Rafał Scherer,Jacek M. Zurada Conference proceedings 2020
影响因子The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020..The 112 revised full papers presented were carefully reviewed and selected from 265 submissions. The papers included in the first volume are organized in the following six parts: ​neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; bioinformatics, biometrics and medical applications; artificial intelligence in modeling and simulation..The papers included in the second volume are organized in the following four parts: computer vision, image and speech analysis; data mining; various problems of artificial intelligence; agent systems, robotics and control..*The conference was held virtually due to the COVID-19 pandemic..
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-ary Isolation Forest: An Experimental Comparative Analysisn Isolation Forest method as a efficient tool for finding outliers or anomalies. The versions are based on binary, ternary, etc. search trees. Traditional Isolation Forest is based on searching binary search trees. We build and investigate .-ary search trees and analyze their efficiency in the context of anomaly detection.
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Conference proceedings 2020ns; artificial intelligence in modeling and simulation..The papers included in the second volume are organized in the following four parts: computer vision, image and speech analysis; data mining; various problems of artificial intelligence; agent systems, robotics and control..*The conference was held virtually due to the COVID-19 pandemic..
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