دانلود کتاب Artificial Intelligence and Bioinspired Computational Methods: Proceedings of the 9th Computer Science On-line Conference 2020, Vol. 2

فهرست مطالب :

Front Matter ....Pages i-xv
Decision Support Model for Assessing Projects by a Group of Investors with Regards of Multi-factors (Valeriy Lakhno, Volodymyr Malyukov, Berik Akhmetov, Nataliia Gerasymchuk, Hennadii Mohylnyi, Petro Kravchuk)....Pages 1-10
7-Dimensional Optimization Task: PBO-Nature-Inspired Optimizer Versus 10-Years-Old Differential Evolution Based Optimizer 3rd Generation EPSDE (Jaroslav Moravec)....Pages 11-25
A Hand Contour Classification Using Ensemble of Natural Features: A Large Comparative Study (Jaroslav Moravec)....Pages 26-45
Energy Consumption Reduction in Real Time Multiprocessor Embedded Systems with Uncertain Data (Ridha Mehalaine, Fateh Boutekkouk)....Pages 46-55
Developing an Efficient Method for Automatic Threshold Detection Based on Hybrid Feature Selection Approach (Heba Mamdouh Farghaly, Abdelmgeid A. Ali, Tarek Abd El-Hafeez)....Pages 56-72
Comparison of Hybrid ACO-k-Means Algorithm and Graph Cut for MRI Images Segmentation (Samer El-Khatib, Yuri Skobtsov, Sergey Rodzin, Semyon Potryasaev)....Pages 73-80
Parallel Deep Neural Network for Motor Imagery EEG Recognition with Spatiotemporal Features (Desong Kong, Wenbo Wei)....Pages 81-92
Using Simple Genetic Algorithm for a Hand Contour Classification: An Experimental Study (Jaroslav Moravec)....Pages 93-109
Bio-inspired Collaborative and Content Filtering Method for Online Recommendation Assistant Systems (Sergey Rodzin, Olga Rodzina, Lada Rodzina)....Pages 110-119
Computer-Based Support for Searching Rational Strategies for Investors in Case of Insufficient Information on the Condition of the Counterparty (V. A. Lakhno, V. G. Malikov, D. Y. Kasatkin, A. I. Blozva, V. G. Saiko, V. N. Domrachev)....Pages 120-130
Development of an Educational Device Based on a Legacy Blood Centrifuge (Mohamed Abdelkader Aboamer)....Pages 131-152
Does Fertilizer Influence Shape and Asymmetry in Wheat Leaf? (S. G. Baranov, I. Y. Vinokurov, I. M. Schukin, V. I. Schukina, I. V. Malcev, I. E. Zykov et al.)....Pages 153-160
Mobile Teleworking – Its Effects on Work/Life Balance, a Case Study from Austria (Michal Beno)....Pages 161-171
A Binary Bat Algorithm Applied to Knapsack Problem (Lorena Jorquera, Gabriel Villavicencio, Leonardo Causa, Luis Lopez, Andrés Fernández)....Pages 172-182
Comparative Analysis of DoS and DDoS Attacks in Internet of Things Environment (Abdulrahman Aminu Ghali, Rohiza Ahmad, Hitham Seddiq Alhassan Alhussian)....Pages 183-194
Horse Optimization Algorithm: A Novel Bio-Inspired Algorithm for Solving Global Optimization Problems (Dorin Moldovan)....Pages 195-209
Mathematical Model of the Influence of Transnationalization on the Russian Agricultural Machinery Market (Eugeny V. Lutsenko, Ksenia A. Semenenko, Irina V. Snimschikova, Valery I. Loiko, Marina P. Semenenko)....Pages 210-222
A Percentil Bat Algorithm an Application to the Set Covering Problem (Lorena Jorquera, Pamela Valenzuela, Francisco Altimiras, Paola Moraga, Gabriel Villavicencio)....Pages 223-233
A K-means Grasshopper Algorithm Applied to the Knapsack Problem (Hernan Pinto, Alvaro Peña, Leonardo Causa, Matías Valenzuela, Gabriel Villavicencio)....Pages 234-244
Hierarchical Approach Towards High Fidelity Image Generation (Arindam Chaudhuri, Soumya K. Ghosh)....Pages 245-256
Evaluation of a Novel Intelligent Firewall Simulator for Dynamic Cyber Attack Lab (Irfan Syamsuddin, Rini Nur, Meylanie Olivya, Irmawati, Zawiah Saharuna)....Pages 257-267
Schoolteacher Preference of Cyber-Safety Awareness Delivery Methods: A South African Study (Kagisho Mabitle, Elmarie Kritzinger)....Pages 268-283
An Ontology Model for Interoperability and Multi-organization Data Exchange (Andrei Tara, Alex Butean, Constantin Zamfirescu, Robert Learney)....Pages 284-296
A Novel Approach for Intrusion Detection Based on Deep Belief Network (Cao Tien Thanh)....Pages 297-311
A K-Means Grasshopper Optimisation Algorithm Applied to the Set Covering Problem (Gabriel Villavicencio, Matias Valenzuela, Francisco Altimiras, Paola Moraga, Hernan Pinto)....Pages 312-323
Management of Behavior of a Swarm of Robots Applicable to the Tasks of Monitoring a Some Territory (Gennady E. Veselov, Boris K. Lebedev, Oleg B. Lebedev)....Pages 324-332
Smart Technologies for Smart Tourism Development (Tomáš Gajdošík, Andrea Orelová)....Pages 333-343
Applying Computer Vision Methods for Fencing Constructions Monitoring (Alexey Smagin, Konstantin Dubrovin)....Pages 344-351
The Structural Analysis of the World Gold Prices Dynamics (R. I. Dzerjinsky, E. N. Pronina, M. R. Dzerzhinskaya)....Pages 352-365
Comparison of Key Points Clouds of Images Using Intuitionistic Fuzzy Sets (Stanislav Belyakov, Alexander Bozhenyuk, Kirill Morev, Igor Rozenberg)....Pages 366-374
Spatial Analysis Management Using Inconsistent Data Sources (Stanislav Belyakov, Alexander Bozhenyuk, Andrey Glushkov, Igor Rozenberg)....Pages 375-384
Correlation-Extreme Systems of Defect Search in Pipeline Networks (Sergey G. Frolov, Anatoly M. Korikov)....Pages 385-394
Neural Network Model with Time Series for the Prediction of the Electric Field in the East Lima Zone, Peru (Juan J. Soria, David A. Sumire, Orlando Poma, Carlos E. Saavedra)....Pages 395-410
Theoretical Domains Framework Applied to Cybersecurity Behaviour (Thulani Mashiane, Elamarie Kritzinger)....Pages 411-428
Method of Recurrent Neural Network Hardware Implementation (Oleg Nepomnyashchiy, Anton Khantimirov, Dimitri Galayko, Natalia Sirotinina)....Pages 429-437
An Experimental Study of the Fog-Computing-Based Systems Reliability (A. B. Klimenko, E. V. Melnik)....Pages 438-449
Studies of Big Data Processing at Linear Accelerator Sources Using Machine Learning (Mohammed Bawatna, Bertram Green)....Pages 450-460
Reducing Digital Geographic Images to Solve Problems of Regional Management Information Support (A. V. Vicentiy, M. G. Shishaev)....Pages 461-469
Neural Network Optimization Algorithms for Controlled Switching Systems (Olga V. Druzhinina, Olga N. Masina, Alexey A. Petrov, Evgeny V. Lisovsky, Maria A. Lyudagovskaya)....Pages 470-483
A Deep Learning Model with Long Short-Term Memory (DLSTM) for Prediction of Currency Exchange Rates (Thitimanan Damrongsakmethee, Victor-Emil Neagoe)....Pages 484-498
Multi-layer Global Tracing on Base of Bioinspired Method (Boris K. Lebedev, Oleg B. Lebedev, Ekaterina O. Lebedeva)....Pages 499-508
The Impact of the Advanced Technologies over the Cyber Attacks Surface (Willian Dimitrov)....Pages 509-518
Model of Adaptive System of Neuro-Fuzzy Inference Based on PID- and PID-Fuzzy-Controllers (Ignatyev Vladimir Vladimirovich, Uranchimeg Tudevdagva, Andrey Vladimirovich Kovalev, Spiridonov Oleg Borisovich, Aleksandr Viktorovich Maksimov, Ignatyeva Alexandra Sergeevna)....Pages 519-533
Study and Evaluation of Novel Chaotic System Applied to Image Encryption with Security and Statistical Analyses (Hany A. A. Mansour, Mohamed M. Fouad)....Pages 534-553
Fog Robotics Distributed Computing in a Monitoring Task (Donat Ivanov)....Pages 554-562
Remote Sensing Image Processing Based on Modified Fuzzy Algorithm (Viktor Mochalov, Olga Grigorieva, Denis Zhukov, Andrei Markov, Alisher Saidov)....Pages 563-572
Human Pose Estimation Applying ANN While RGB-D Cameras Video Handling (Iakov Korovin, Donat Ivanov)....Pages 573-585
Framework for Civic Engagement Analysis Based on Open Social Media Data (Igor O. Datyev, Andrey M. Fedorov, Andrey L. Shchur)....Pages 586-597
Reward-to-Variability Ratio as a Key Performance Indicator in Financial Manager Efficiency Assessment (Anna Andreevna Malakhova, Olga Valeryevna Starova, Svetlana Anatolyevna Yarkova, Albina Sergeevna Danilova, Marina Yuryevna Zdanovich, Dmitry Ivanovitch Kravtsov et al.)....Pages 598-613
Development of Elements of an Intelligent High-Performance Platform of a Distributed Decision Support System for Monitoring and Diagnostics of Technological Objects (Vladimir Bukhtoyarov, Vadim Tynchenko, Eduard Petrovsky, Kirill Bashmur, Roman Sergienko)....Pages 614-626
Process Automation in the Scenario of Intelligence and Investigation Units: An Experience (Gleidson Sobreira Leite, Adriano Bessa Albuquerque)....Pages 627-641
Analysis, Study and Optimization of Chaotic Bifurcation Parameters Based on Logistic/Tent Chaotic Maps (Hany A. A. Mansour)....Pages 642-652
Back Matter ....Pages 653-655