Artificial Intelligence: 16th Russian Conference, RCAI 2018, Moscow, Russia, September 24-27, 2018, Proceedings

Description

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