Artificial Intelligence: 16th Russian Conference, RCAI 2018, Moscow, Russia, September 24-27, 2018, Proceedings (Communications in Computer and Information Science, 934)

This book constitutes the proceedings of the 16th Russian Conference on Artificial Intelligence, RCAI 2018, Moscow, Russia, in September 2018. The 22 full papers presented along with 4 short papers in this volume were carefully reviewed and selected from 75 submissions. The conference deals with a wide range of topics, including data mining and knowledge discovery, text mining, reasoning, decision making, natural language processing, vision, intelligent robotics, multi-agent systems, machine learning, ontology engineering. Front Matter ....Pages I-XI Spatial Reasoning and Planning in Sign-Based World Model (Gleb Kiselev, Alexey Kovalev, Aleksandr I. Panov)....Pages 1-10 Data Mining for Automated Assessment of Home Loan Approval (Wanyok Atisattapong, Chollatun Samaimai, Salinla Kaewdulduk, Ronnagrit Duangdum)....Pages 11-21 Feature Selection and Identification of Fuzzy Classifiers Based on the Cuckoo Search Algorithm (Konstantin Sarin, Ilya Hodashinsky, Artyom Slezkin)....Pages 22-34 Knowledge Engineering in Construction of Expert Systems on Hereditary Diseases (Boris A. Kobrinskii, Nataliya S. Demikova, Nikolay A. Blagosklonov)....Pages 35-45 Machine Learning Based on Similarity Operation (Dmitry V. Vinogradov)....Pages 46-59 A Method of Dynamic Visual Scene Analysis Based on Convolutional Neural Network (Vadim V. Borisov, Oleg I. Garanin)....Pages 60-69 Extended Stepping Theories of Active Logic: Paraconsistent Semantics (Michael Vinkov, Igor Fominykh)....Pages 70-78 Processing Heterogeneous Diagnostic Information on the Basis of a Hybrid Neural Model of Dempster-Shafer (Alexander I. Dolgiy, Sergey M. Kovalev, Anna E. Kolodenkova)....Pages 79-90 Neuro-Fuzzy System Based on Fuzzy Truth Value (Vasily Grigorievich Sinuk, Sergey Vladimirovich Kulabukhov)....Pages 91-101 Architecture of a Qualitative Cognitive Agent (A. Kulinich)....Pages 102-111 Recognition of Multiword Expressions Using Word Embeddings (Natalia Loukachevitch, Ekaterina Parkhomenko)....Pages 112-124 Hierarchical Aggregation of Object Attributes in Multiple Criteria Decision Making (Alexey B. Petrovsky)....Pages 125-137 Fuzziness in Information Extracted from Social Media Keywords (Shahnaz N. Shahbazova, Sabina Shahbazzade)....Pages 138-144 Some Approaches to Implementation of Intelligent Planning and Control of the Prototyping of Integrated Expert Systems (Galina V. Rybina, Yury M. Blokhin, Levon S. Tarakchyan)....Pages 145-151 Ontology for Differential Diagnosis of Acute and Chronic Diseases (Valeriya Gribova, Dmitry Okun, Margaret Petryaeva, Elena Shalfeeva, Alexey Tarasov)....Pages 152-163 Using Convolutional Neural Networks for the Analysis of Nonstationary Signals on the Problem Diagnostics Vision Pathologies (Alexander Eremeev, Sergey Ivliev)....Pages 164-175 An Approach to Feature Space Construction from Clustering Feature Tree (Pavel Dudarin, Mikhail Samokhvalov, Nadezhda Yarushkina)....Pages 176-189 Discrete Model of Asynchronous Multitransmitter Interactions in Biological Neural Networks (Oleg P. Kuznetsov, Nikolay I. Bazenkov, Boris A. Boldyshev, Liudmila Yu. Zhilyakova, Sergey G. Kulivets, Ilya A. Chistopolsky)....Pages 190-205 eLIAN: Enhanced Algorithm for Angle-Constrained Path Finding (Anton Andreychuk, Natalia Soboleva, Konstantin Yakovlev)....Pages 206-217 Mobile Robotic Table with Artificial Intelligence Applied to the Separate and Classified Positioning of Objects for Computer-Integrated Manufacturing (Héctor C. Terán, Oscar Arteaga, Guido R. Torres, A. Eduardo Cárdenas, R. Marcelo Ortiz, Miguel A. Carvajal et al.)....Pages 218-229 Hybrid Neural Networks for Time Series Forecasting (Alexey Averkin, Sergey Yarushev)....Pages 230-239 Resource Network with Limitations on Vertex Capacities: A Double-Threshold Dynamic Flow Model (Liudmila Yu. Zhilyakova)....Pages 240-248 Advanced Planning of Home Appliances with Consumer’s Preference Learning (Nikolay Bazenkov, Mikhail Goubko)....Pages 249-259 Implementation of Content Patterns in the Methodology of the Development of Ontologies for Scientific Subject Domains (Yury Zagorulko, Olesya Borovikova, Galina Zagorulko)....Pages 260-272 Protection of Information in Networks Based on Methods of Machine Learning (Sergey G. Antipov, Vadim N. Vagin, Oleg L. Morosin, Marina V. Fomina)....Pages 273-279 Risk Health Evaluation and Selection of Preventive Measures Plan with the Help of Argumental Algorithm (Oleg G. Grigoriev, Alexey I. Molodchenkov)....Pages 280-290 Back Matter ....Pages 291-292