Recent Developments and the New Direction in Soft-Computing Foundations and Applications : Selected Papers From the 7th World Conference on Soft Computing, May 29–31, 2018, Baku, Azerbaijan

This book gathers authoritative contributions in the field of Soft Computing. Based on selected papers presented at the 7th World Conference on Soft Computing, which was held on May 29–31, 2018, in Baku, Azerbaijan, it describes new theoretical advances, as well as cutting-edge methods and applications. New theories and algorithms in fuzzy logic, cognitive modeling, graph theory and metaheuristics are discussed, and applications in data mining, social networks, control and robotics, geoscience, biomedicine and industrial management are described. This book offers a timely, broad snapshot of recent developments, including thought-provoking trends and challenges that are yielding new research directions in the diverse areas of Soft Computing. Front Matter ....Pages i-ix Front Matter ....Pages 1-1 Big Data and Fuzzy Based Techniques in Analysis of Social Networks (Shahnaz N. Shahbazova, Sabina Shahbazzade)....Pages 3-8 Application of Fuzzy Pattern Recognition in the Recruitment of IT Specialists (Masuma Mammadova, Zarifa Jabrayilova)....Pages 9-22 Recognition of Sarcastic Sentences in Sentiment Analysis of a Text that Describes the Appearance of a Person (A. V. Dolbin, V. L. Rozaliev, Y. A. Orlova, A. V. Zaboleeva-Zotova)....Pages 23-30 Cognitive Knowledge Seeding Using Collective Uncertainty Shaping (Nasibeh Rady Raz, Mohammad R. Akbarzadeh-T)....Pages 31-41 Front Matter ....Pages 43-43 Interval Type-2 Fuzzy Dynamic Parameter Adaptation in Bee Colony Optimization for Autonomous Mobile Robot Navigation (Oscar Castillo)....Pages 45-62 Type-2 Fuzzy Analysis Explains Ubiquity of Triangular and Trapezoid Membership Functions (Olga Kosheleva, Vladik Kreinovich, Shahnaz Shahbazova)....Pages 63-75 SCR-Apriori for Mining ‘Sets of Contrasting Rules’ (Marharyta Aleksandrova, Oleg Chertov)....Pages 77-89 When Is Data Processing Under Interval and Fuzzy Uncertainty Feasible: What if Few Inputs Interact? Does Feasibility Depend on How We Describe Interaction? (Milan Hladík, Michal Černý, Vladik Kreinovich)....Pages 91-100 Optimization of Quadratic Forms and t-norm Forms on Interval Domain and Computational Complexity (Milan Hladík, Michal Černý, Vladik Kreinovich)....Pages 101-108 Front Matter ....Pages 109-109 Asymptotically Optimal Learning in Fuzzy Environments (V. L. Stefanuk)....Pages 111-116 Multi-source Fusion Using Neural Networks and Genetic Algorithms Towards Ego-Lane Estimation (Jan-Ole Perschewski, Tran Tuan Nguyen, Jens Spehr, Jonas Krüsemann, Sebastian Zug, Rudolf Kruse)....Pages 117-130 Two Phase Approach to Detection of Software Projects with Similar Architecture Based on Clustering and Ontological Methods (Nadezhda Yarushkina, Pavel Dudarin, Gleb Guskov)....Pages 131-145 Development of a System Based on a Fuzzy Knowledge Base Filled from Various Formats Documents (Nadezhda Yarushkina, A. A. Filippov, V. S. Moshkin, Gleb Guskov)....Pages 147-159 A Probabilistic Fuzzy Table Lookup Scheme with Negation Logic (Amir Samadi, Hamed Rafiei, Mohammad-R. Akbarzadeh-T)....Pages 161-171 Evolutionary Algorithm for Fine-Tuning Perceptual Computer for Grading Mathematics Tests Within Bilingual Education Program (Dan Tavrov, Liudmyla Kovalchuk-Khymiuk, Olena Temnikova, Nazar-Mykola Kaminskyi)....Pages 173-187 Front Matter ....Pages 189-189 Which t-Norm Is Most Appropriate for Bellman-Zadeh Optimization (Vladik Kreinovich, Olga Kosheleva, Shahnaz Shahbazova)....Pages 191-199 Soft Computing Analytic Models for Multiplication of Asymmetrical Fuzzy Numbers (Yuriy P. Kondratenko, Nina Y. Kondratenko)....Pages 201-214 Combined Fuzzy Controllers with Embedded Model for Automation of Complex Industrial Plants (Yuriy P. Kondratenko, Oleksiy V. Kozlov)....Pages 215-228 System Identification Using Monotonic Fuzzy Models (Petr Hušek)....Pages 229-242 Conceptual Framework for Measuring Project Benefits Using Belief—Plausibility and Type 1 Fuzzy Inference System (A. Ghildyal, D. Ru, E. Chang, K. Joiner, M. Saberi, A. Despande)....Pages 243-256 An Efficient Hybrid Meta-heuristic Algorithm for Solving the Open Vehicle Routing Problem (Ali Asghar Rahmani Hosseinabadi, Atekeh Zolfagharian, Pouya Alinezhad)....Pages 257-274 Front Matter ....Pages 275-275 Modeling Objects and Processes in GIS by Fuzzy Temporal Graphs (Alexander Bozhenyuk, Stanislav Belyakov, Margarita Knyazeva)....Pages 277-286 Method for Object Allocation to the Intermediate Resource Center Based on Fuzzy Estimation (Alexander Bozhenyuk, Olesiya Kosenko, Margarita Knyazeva)....Pages 287-297 Outlier Detection in Fuzzy Regressions (Jalal Chachi, S. Mahmoud Taheri)....Pages 299-307 A Robust Variable-Spread Fuzzy Regression Model (S. Mahmoud Taheri, Jalal Chachi)....Pages 309-320 Robust Modeling of Acceptance Control Chart to Specify Best Design Parameters (Samrad Jafarian-Namin, Mohammad Saber Fallah Nezhad, Reza Tavakkoli-Moghaddam, Mehrdad Mirzabaghi)....Pages 321-332 Fuzzy Modeling of Dynamic Multistage Process with Non-linear Stages (Alexander Galkin, Pavel Saraev, Natalia Zhbanova, Sam Blyumin)....Pages 333-343 Front Matter ....Pages 345-345 The Effects of Preprocessing on Colorectal Polyp Detecting by Fuzzy Algorithm (Brigita Sziová, Szilvia Nagy, László T. Kóczy)....Pages 347-357 Stability of Fixed-Point Values in Reduced Fuzzy Cognitive Map Models (Miklós F. Hatwágner, László T. Kóczy)....Pages 359-372 FUZIPS: Fuzzy v2 Based Algorithm for Automatic Switching from GPS Based Location Services to the Indoor Positioning Service (Farid Orujov, Rytis Maskeliūnas, Robertas Damaševičius)....Pages 373-383 Front Matter ....Pages 385-385 From Traditional Neural Networks to Deep Learning: Towards Mathematical Foundations of Empirical Successes (Vladik Kreinovich)....Pages 387-397 Dimensionality Reduction: From Fuzzy Partitions to F-Transforms (Irina Perfilieva)....Pages 399-411 Development of Methodological and Functional Principles of the Intelligent Demographic Forecasting System (Masuma Mammadova, Zarifa Jabrayilova)....Pages 413-422 Correlation Between Low Level Properties of Image and Semantic Using Algorithm BP Neural Network (Guschin Roman, Rozaliev Vladimir, Orlova Yulia, Zaboleeva-Zotova Alla)....Pages 423-433 Front Matter ....Pages 435-435 Piecewise Multi-linear Model Based Lookup Table Controller for Nonlinear Systems with Input Constraints (Tadanari Taniguchi, Michio Sugeno)....Pages 437-448 Difference of Spatiotemporal Human Brain Activities on Recalling Some Fruit Names (Koji Sugimoto, Takahiro Yamanoi, Hisashi Toyoshima, Mika Otuki, Shin-ichi Ohnishi, Toshimasa Yamazaki)....Pages 449-456 A Granular Computing Based Approach for Improving the Consistency of Intuitionistic Reciprocal Preference Relations (F. J. Cabrerizo, I. J. Pérez, J. A. Morente-Molinera, S. Alonso, E. Herrera-Viedma)....Pages 457-469 Method for Proactive Quality Control of Aviation Security of Airports Using Inverse Interval Weighted Average (Dan Tavrov, Olena Temnikova, Volodymyr Temnikov)....Pages 471-480 Towards Automatic Textual Summarization of Movies (Chang Liu, Mark Last, Armin Shmilovici)....Pages 481-491 Front Matter ....Pages 493-493 Zadehian Paradigms Shaping 21st Century Artificial Intelligence (B. E. Bărbat)....Pages 495-507 The Development of Interval Data Type for Analytical Information Processing (A. K. Pogodaev, Alexander Galkin, Pavel Saraev, A. I. Miroshnikov)....Pages 509-520 How to Monitor Possible Side Effects of Enhanced Oil Recovery Process (Jose Manuel Dominguez Esquivel, Solymar Ayala Cortez, Aaron Velasco, Vladik Kreinovich)....Pages 521-527 Customer and Product Clustering in Retail Business (Ondřej Sokol, Vladimír Holý, Tomáš Cipra)....Pages 529-537 Analysis of Word Embeddings Using Fuzzy Clustering (Shahin Atakishiyev, Marek Z. Reformat)....Pages 539-551 Project Management on Base Analysis of Fuzzy Time Series of Project Activity Metrics (I. A. Timina, S. K. Kiselev, E. N. Egov)....Pages 553-566 Fuzzy-Interpolative Control for Intelligent Roof-Top Greenhouse Buildings (M. M. Balas, Valentina Emilia Balas, R. Lile, S. V. Balas)....Pages 567-576