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Zdenka Prokopova, Petr Silhavy, Radek Silhavy (Beteiligte)

Computational and Statistical Methods in Intelligent Systems


Herausgegeben von Silhavy, Radek; Silhavy, Petr; Prokopova, Zdenka
1st ed. 2019. 2018. xiv, 386 S. 160 SW-Abb. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING 2018
ISBN: 3-03-000210-1 (3030002101)
Neue ISBN: 978-3-03-000210-7 (9783030002107)

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This book presents real-world problems and pioneering research in computational statistics, mathematical modeling, artificial intelligence and software engineering in the context of intelligent systems. It gathers the peer-reviewed proceedings of the 2nd Computational Methods in Systems and Software 2018 (CoMeSySo 2018), a conference that broke down traditional barriers by being held online. The goal of the event was to provide an international forum for discussing the latest high-quality research results.
An Analytical Modeling for Leveraging Scalable Communication in IoT for Inter-Domain Routing.- Multi-Hybrid SMOTE Cost Sensitive Ensemble Approach for Software Defect Prediction.- Alternative Approach to Fisher´s Exact Test with Application in Pedagogical Research.- Development of the Forecasting Component of the Decision Support System for the Regulation of Inter-regional Migration Processes.- Using Blockchain Technology to Improve N-version Software Dependability.- Enhancing Feature Selection with Density Cluster for Better Clustering.- Enhancing Concurrent ETL Task Schedule with Altruistic Strategy.- A Binary Percentile Sin-Cosine Optimisation Algorithm Applied to the Set Covering Problem.- Particular Analysis of Normality of Data in Applied Quantitative Research.- Towards Smartphone-based Navigation for Visually Impaired People.