Artificial Intelligence Methods in Intelligent Algorithms: Proceedings of 8th Computer Science On-line Conference 2019, Vol. 2

Front Matter ....Pages i-xiv
 The Method of Deductive Inference of Consequences with the Scheme Construction  (Anastasia Bardovskaya, Gennadiy Chistyakov, Maria Dolzhenkova, Dmitry Strabykin)....Pages 1-10
 Novel Optimized Filter Design for Filtered-OFDM to Enhance 5G Communication Spectral Efficiency  (K. P. Nagapushpa, N. Chitra Kiran)....Pages 11-20
 Multi-agent Modeling of the Socio-Technical System Taking into Account the Risk Assessment  (Natalya Bereza, Andrey Bereza, Maxim Lyashov, Juliia Alekseenko)....Pages 21-31
 Hybrid Optimization Method Based on the Integration of Evolution Models and Swarm Intelligence in Affine Search Spaces  (Boris K. Lebedev, Oleg B. Lebedev, Elena M. Lebedeva, Artemy A. Zhiglaty)....Pages 32-39
 Applying Context to Handwritten Character Recognition  (Richard Fox, Steven Brownfield)....Pages 40-50
 A Cognitive Assistant Functional Model and Architecture for the Social Media Victim Behavior Prevention  (Eduard Melnik, Iakov Korovin, Anna Klimenko)....Pages 51-61
 An Ontology-Based Approach to the Workload Distribution Problem Solving in Fog-Computing Environment  (Anna Klimenko, Irina Safronenkova)....Pages 62-72
 Decoupling Channel Contention and Data Transmission in Dense Wireless Infrastructure Network  (Jianjun Lei, Hong Yun)....Pages 73-84
 Principal Component Analysis and ReliefF Cascaded with Decision Tree for Credit Scoring  (Thitimanan Damrongsakmethee, Victor-Emil Neagoe)....Pages 85-95
 Online Monitoring Automation Using Anomaly Detection in IoT/IT Environment  (Chul Kim, Inwhee Joe, Deokwon Jang, Eunji Kim, Sanghun Nam)....Pages 96-106
 Cross-collection Multi-aspect Sentiment Analysis  (Hemed Kaporo)....Pages 107-118
 Information Flow Control in Interactive Analysis of Map Images with Fuzzy Elements  (Stanislav Belyakov, Marina Savelyeva, Alexander Bozhenyuk, Andrey Glushkov)....Pages 119-127
 A Binary Sine-Cosine Algorithm Applied to the Knapsack Problem  (Hernan Pinto, Alvaro Peña, Matías Valenzuela, Andrés Fernández)....Pages 128-138
 Parameter Calculation in Time Analysis for the Approach of Filtering to Select IMFs of EMD in AE Sensors for Leakage Signature  (Nur Syakirah Mohd Jaafar, Izzatdin Abdul Aziz, M. Hilmi B. Hasan, Ahmad Kamil Mahmood)....Pages 139-146
 Model of an Intellectual Information System for Recognizing Users of a Social Network Using Bioinspired Methods  (Alexey Samoylov, Margarita Kucherova, Vladimir Tchumichev)....Pages 147-155
 A Binary Ant Lion Optimisation Algorithm Applied to the Set Covering Problem  (Lorena Jorquera, Pamela Valenzuela, Matías Valenzuela, Hernan Pinto)....Pages 156-167
 The Minimization of Empirical Risk Through Stochastic Gradient Descent with Momentum Algorithms  (Arindam Chaudhuri)....Pages 168-181
 Variable Step Size Least Mean Square Optimization for Motion Artifact Reduction: A Review  (Khalida Adeeba Mohd Zailan, Mohd Hilmi Hasan, Gunawan Witjaksono)....Pages 182-190
 Identification of KDD Problems from Medical Data  (Andrea Nemethova, Martin Nemeth, German Michalconok, Allan Bohm)....Pages 191-199
 Determination Issues of Data Mining Process of Failures in the Production Systems  (Martin Nemeth, Andrea Nemethova, German Michalconok)....Pages 200-207
 Indonesian Food Image Recognition Using Convolutional Neural Network  (Stanley Giovany, Andre Putra, Agus S. Hariawan, Lili A. Wulandhari, Edy Irwansyah)....Pages 208-217
 Prevention of Local Emergencies in the Mechanical Transport Systems  (Stanislav Belyakov, Marina Savelyeva, Alexander Bozhenyuk, Andrey Glushkov)....Pages 218-228
 Image Augmentation Techniques for Road Sign Detection in Automotive Vision System  (Paulina Bugiel, Jacek Izydorczyk, Tomasz Sułkowski)....Pages 229-242
 Machine Failure Prediction Technique Using Recurrent Neural Network Long Short-Term Memory-Particle Swarm Optimization Algorithm  (Noor Adilah Rashid, Izzatdin Abdul Aziz, Mohd Hilmi B. Hasan)....Pages 243-252
 Assessing the Small Satellites Resilience in Conditions of Anomalous Flight Situation  (Alexander N. Pavlov, Dmitry A. Pavlov, Evgeny V. Kopkin, Alexander Yu. Kulakov)....Pages 253-265
 Audio Gadget Recommendation by Fuzzy Logic  (Md. Mokarram Chowdhury, Farhan Tanvir, Md. Shakilur Rahman, Md. Motiur Rahman, Md. Al-Sahariar, Rashedur M. Rahman)....Pages 266-276
 Performance Analysis of Different Recurrent Neural Network Architectures and Classical Statistical Model for Financial Forecasting: A Case Study on Dhaka Stock Exchange  (Akash Bhowmick, Asifur Rahman, Rashedur M. Rahman)....Pages 277-286
 Hybrid Algorithm of Mobile Position-Trajectory Control  (Gennady E. Veselov, Boris K. Lebedev, Oleg B. Lebedev, Andrey I. Kostyuk)....Pages 287-295
 Awareness of Information and Communication Technology Induced Climate Change and the Developing Countries  (Ramadile Moletsane)....Pages 296-306
 Bot Detection on Online Social Networks Using Deep Forest  (Kheir Eddine Daouadi, Rim Zghal Rebaï, Ikram Amous)....Pages 307-315
 Theoretical and Experimental Evaluation of PSO-K-Means Algorithm for MRI Images Segmentation Using Drift Theorem  (Samer El-Khatib, Yuri Skobtsov, Sergey Rodzin, Semyon Potryasaev)....Pages 316-323
 Proposal of Data Pre-processing for Purpose of Analysis in Accordance with the Concept Industry 4.0  (Veronika Grigelova, Jela Abasova, Pavol Tanuska)....Pages 324-331
 Predicting Regional Credit Ratings Using Ensemble Classification with MetaCost  (Evelyn Toseafa, Petr Hajek)....Pages 332-342
 Human Activity Identification Using Novel Feature Extraction and Ensemble-Based Learning for Accuracy  (Abdul Lateef Haroon P.S, U. Eranna)....Pages 343-352
 Neural Network Comparison for Paint Errors Classification for Automotive Industry in Compliance with Industry 4.0 Concept  (Michal Kebisek, Lukas Spendla, Pavol Tanuska, Gabriel Gaspar, Lukas Hrcka)....Pages 353-359
 Support to Early Diagnosis of Gestational Diabetes Aided by Bayesian Networks  (Egidio Gomes Filho, Plácido R. Pinheiro, Mirian C. D. Pinheiro, Luciano C. Nunes, Luiza B. G. Gomes, Pedro P. M. Farias)....Pages 360-369
 Time Series of Workload on Railway Routes  (Zdena Dobesova, Michal Kucera)....Pages 370-380
 Hybrid Models of Solving Optimization Tasks on the Basis of Integrating Evolutionary Design and Multiagent Technologies  (L. A. Gladkov, N. V. Gladkova, S. A. Gromov)....Pages 381-391
 Artificial Intelligence Tools for Smart Tourism Development  (Tomáš Gajdošík, Matúš Marciš)....Pages 392-402
Back Matter ....Pages 403-404