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Artificial Intelligence in Intelligent Systems: Proceedings of 10th Computer Science On-line Conference 2021, Vol. 2 de Radek Silhavy

Artificial Intelligence in Intelligent Systems: Proceedings of 10th Computer Science On-line Conference 2021, Vol. 2: Lecture Notes in Networks and Systems, cartea 229

Editat de Radek Silhavy
en Limba Engleză Paperback – 16 iul 2021
This book constitutes the refereed proceedings of the artificial intelligence in intelligent systems section of the 10th Computer Science Online Conference 2021 (CSOC 2021), held online in April 2021. Artificial intelligence in intelligent systems topics are presented in this book. Modern hybrid and bio-inspired algorithms and their application are discussed in selected papers.
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Specificații

ISBN-13: 9783030774448
ISBN-10: 3030774449
Ilustrații: XVII, 763 p. 350 illus., 197 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.08 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seria Lecture Notes in Networks and Systems

Locul publicării:Cham, Switzerland

Cuprins

Online teaching as an important means of technogenic society development during the pandemic.- Application of Principal Component Analysis based Support Vector Machine for long-run Economic Growth Forecasting.- Experimental Study of Speed Parameters and Resource Intensity of Programming Languages for Embedded  Systems.- Classification of Cardiotocography data for fetal health using Feature Selection Techniques.- Intersection as an Event- and Agent-Based System.- Comparison of UAV Landing Site Classifications with Deep Neural Networks.- An Approach to Optimize Multi-objective Problems using Hybrid Genetic Algorithms Supported by Initial Centroid Selection Optimization Enhanced K-Means Based Selection Operator.- Numerical Modelling of the Impact of Dredging on Stability of Oum Rabiâ estuary (Morocco) using SWAN Model.- New method of verifying cryptographic protocols, based on the process model.- A Method of Search Space Adaptation in the False Pseudonyms Detection Procedure.- Analytical Studies of Behavior of Users of the Moscow Electronic School Service.- Information and Control Systems with Distributed Ledger Usage: a Reliability Issue.- A Modified Ontology-Based Method of Workload Relocation Problem Solving for Monitoring and Forecasting Systems.- Intelligent data analysis using a classification method for data mining knowledge discovery process.- Multimodal Transportation Overview andOptimization Ontology for a Greener Future.- A Complex Cognitive-Based Technique for Social Tension Detection in the Internet Communities.- Method of crystallization of alternatives for solving the problem of placing VLSI elements.- Resilient Rerouting in IoT Systems with Evolutionary Computing.- Urban Monthly Water Consumption Forecasting Based on Signal Decomposition and Optimized Extreme Learning Machine.- Comparison of Control Systems Based on PID Controllers and Based on Fuzzy Logic Using MatLab and Simulink.

Textul de pe ultima copertă

This book constitutes the refereed proceedings of the artificial intelligence in intelligent systems section of the 10th Computer Science Online Conference 2021 (CSOC 2021), held online in April 2021. Artificial intelligence in intelligent systems topics are presented in this book. Modern hybrid and bio-inspired algorithms and their application are discussed in selected papers.

Caracteristici

Presents machine learning in modern trends Provides perspectives of artificial intelligence application Focuses on future research trends in artificial intelligence