Recent Developments and the New Direction in Soft-Computing Foundations and Applications

Front Matter ....Pages i-x
Front Matter ....Pages 1-1
 Big Data Analytics and Fuzzy Technology: Extracting Information from Social Data  (Shahnaz N. Shahbazova, Sabina Shahbazzade)....Pages 3-13
 Personalization and Optimization of Information Retrieval: Adaptive Semantic Layer Approach  (Alexander Ryjov)....Pages 15-24
 Frequent Itemset Mining for a Combination of Certain and Uncertain Databases  (Samar Wazir, Tanvir Ahmad, M. M. Sufyan Beg)....Pages 25-39
 New Method Based on Rough Set for Filling Missing Value  (R. Çekik, S. Telçeken)....Pages 41-48
 A Hierarchy-Aware Approach to the Multiaspect Text Categorization Problem  (Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski)....Pages 49-62
 Adaptive Neuro-Fuzzy Inference System for Classification of Texts  (Aida-zade Kamil, Samir Rustamov, Mark A. Clements, Elshan Mustafayev)....Pages 63-70
Front Matter ....Pages 71-71
 Game Approach to Fuzzy Measurement  (V. L. Stefanuk)....Pages 73-84
 Towards Real-Time Łukasiewicz Fuzzy Systems  (Barnabas Bede, Imre J. Rudas)....Pages 85-98
 Rankings and Total Orderings on Sets of Generalized Fuzzy Numbers  (Li Zhang, Zhenyuan Wang)....Pages 99-107
Front Matter ....Pages 109-109
 Bio-inspired Optimization Metaheuristic Algorithm Based on the Self-defense of the Plants  (Camilo Caraveo, Fevrier Valdez, Oscar Castillo)....Pages 111-121
 Experimenting with a New Population-Based Optimization Technique: FUNgal Growth Inspired (FUNGI) Optimizer  (A. Tormási, L. T. Kóczy)....Pages 123-135
 A Hybrid Genetic Algorithm for Minimum Weight Dominating Set Problem  (O. Ugurlu, D. Tanir)....Pages 137-148
Front Matter ....Pages 149-149
 Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for Prediction of the Taiwan Stock Exchange  (Martha Pulido, Patricia Melin)....Pages 151-164
 Optimization of Modular Neural Network Architectures with an Improved Particle Swarm Optimization Algorithm  (Alfonso Uriarte, Patricia Melin, Fevrier Valdez)....Pages 165-174
 Ensemble Neural Network with Type-2 Fuzzy Weights Using Response Integration for Time Series Prediction  (Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro)....Pages 175-189
Front Matter ....Pages 191-191
 Resource Selection with Soft Set Attribute Reduction Based on Improved Genetic Algorithm  (Absalom E. Ezugwu, Shahnaz N. Shahbazova, Aderemi O. Adewumi, Sahalu B. Junaidu)....Pages 193-207
 Fuzzy Multi-criteria Method to Support Group Decision Making in Human Resource Management  (M. H. Mammadova, Z. G. Jabrayilova)....Pages 209-222
 Fuzzy Management of Imbalance Between Supply and Demand for IT Specialists  (M. H. Mammadova, Z. G. Jabrayilova, F. R. Mammadzada)....Pages 223-234
Front Matter ....Pages 235-235
 Discrimination of Electroencephalograms on Recognizing and Recalling Playing Cards—A Magic Without Trick  (T. Yamanoi, H. Toyoshima, H. Takayanagi, T. Yamazaki, S. Ohnishi, M. Sugeno)....Pages 237-245
 How to Describe Measurement Uncertainty and Uncertainty of Expert Estimates?  (Nicolas Madrid, Irina Perfilieva, Vladik Kreinovich)....Pages 247-257
 Jagdambika Method for Solving Matrix Games with Fuzzy Payoffs  (Tina Verma, Amit Kumar)....Pages 259-269
Front Matter ....Pages 271-271
 Structural and Parametric Optimization of Fuzzy Control and Decision Making Systems  (Yuriy P. Kondratenko, Dan Simon)....Pages 273-289
 Statistical Comparison of the Bee Colony Optimization and Fuzzy BCO Algorithms for Fuzzy Controller Design Using Trapezoidals MFs  (Leticia Amador-Angulo, Oscar Castillo)....Pages 291-306
 Load Frequency Control of Hydro-Hydro System with Fuzzy Logic Controller Considering Non-linearity  (K. Jagatheesan, B. Anand, Nilanjan Dey, Amira S. Ashour, Valentina E. Balas)....Pages 307-318
 Evolutionary Algorithm Tuned Fuzzy PI Controller for a Networked HVAC System  (Narendra Kumar Dhar, Nishchal K. Verma, Laxmidhar Behera)....Pages 319-334
Front Matter ....Pages 335-335
 Study of Soft Computing Methods for Large-Scale Multinomial Malware Types and Families Detection  (Lars Strande Grini, Andrii Shalaginov, Katrin Franke)....Pages 337-350
 Automatic Image Classification for Web Content Filtering: New Dataset Evaluation  (V. P. Fralenko, R. E. Suvorov, I. A. Tikhomirov)....Pages 351-360
 Differentiations in Hierarchical Fuzzy Systems  (Begum Mutlu, Ebru A. Sezer)....Pages 361-379
Front Matter ....Pages 381-381
 A Fuzzy Shape Extraction Method  (A. R. Várkonyi-Kóczy, B. Tusor, J. T. Tóth)....Pages 383-395
 Pipelined Hardware Architecture for a Fuzzy Logic Based Edge Detection System  (Aous H. Kurdi, Janos L. Grantner)....Pages 397-410
 A Quantitative Assessment of Edge Preserving Smoothing Filters for Edge Detection  (Huseyin Gunduz, Cihan Topal, Cuneyt Akinlar)....Pages 411-418
 Why Sparse? Fuzzy Techniques Explain Empirical Efficiency of Sparsity-Based Data- and Image-Processing Algorithms  (Fernando Cervantes, Bryan Usevitch, Leobardo Valera, Vladik Kreinovich)....Pages 419-428
Front Matter ....Pages 429-429
 Bilingual Students Benefit from Using Both Languages  (Julian Viera, Olga Kosheleva, Shahnaz N. Shahbazova)....Pages 431-437
 Decomposable Graphical Models on Learning, Fusion and Revision  (Fabian Schmidt, Jörg Gebhardt, Rudolf Kruse)....Pages 439-452
 Optimal Academic Ranking of Students in a Fuzzy Environment: A Case Study  (Satish S. Salunkhe, Yashwant Joshi, Ashok Deshpande)....Pages 453-462
Front Matter ....Pages 463-463
 Beyond Traditional Applications of Fuzzy Techniques: Main Idea and Case Studies  (Vladik Kreinovich, Olga Kosheleva, Thongchai Dumrongpokaphan)....Pages 465-481
 A Survey of the Applications of Fuzzy Methods in Recommender Systems  (B. Sziová, A. Tormási, P. Földesi, L. T. Kóczy)....Pages 483-495
 Fuzzy Physiologically Based Pharmacokinetic (PBPK) Model of Chloroform in Swimming Pools  (R. A. Dyck, R. Sadiq, M. J. Rodriguez)....Pages 497-510
 Mamdani-Type Fuzzy Inference System for Evaluation of Tax Potential  (Akif Musayev, Shahzade Madatova, Samir Rustamov)....Pages 511-523
 Chemical Kinetics in Situations Intermediate Between Usual and High Concentrations: Fuzzy-Motivated Derivation of the Formulas  (Olga Kosheleva, Vladik Kreinovich, Laécio Carvalho Barros)....Pages 525-533
Front Matter ....Pages 535-535
 Estimating the Membership Function of the Fuzzy Willingness-to-Pay/Accept for Health via Bayesian Modelling  (Michał Jakubczyk)....Pages 537-547
 Fuzzy Logic Based Simulation of Gynaecology Disease Diagnosis  (A. S. Sardesai, V. S. Kharat, A. W. Deshpande, P. W. Sambarey)....Pages 549-557
 An Ontology for Wearables Data Interoperability and Ambient Assisted Living Application Development  (Natalia Díaz-Rodríguez, Stefan Grönroos, Frank Wickström, Johan Lilius, Henk Eertink, Andreas Braun et al.)....Pages 559-568
Front Matter ....Pages 569-569
 How to Estimate Resilient Modulus for Unbound Aggregate Materials: A Theoretical Explanation of an Empirical Formula  (Pedro Barragan Olague, Soheil Nazarian, Vladik Kreinovich, Afshin Gholamy, Mehran Mazari)....Pages 571-580
 Development of NARX Based Neural Network Model for Predicting Air Quality Near Busy Urban Corridors  (Rohit Jaikumar, S. M. Shiva Nagendra, R. Sivanandan)....Pages 581-593
 How to Predict Nesting Sites and How to Measure Shoreline Erosion: Fuzzy and Probabilistic Techniques for Environment-Related Spatial Data Processing  (Stephen M. Escarzaga, Craig Tweedie, Olga Kosheleva, Vladik Kreinovich)....Pages 595-604
 Comparison of Fuzzy Synthetic Evaluation Techniques for Evaluation of Air Quality: A Case Study  (Hrishikesh Chandra Gautam, S. M. Shiva Nagendra)....Pages 605-615
 Evaluation of Green Spaces Using Fuzzy Systems  (M. T. Mota, J. A. F. Roveda, S. R. M. M. Roveda)....Pages 617-625
 A New Methodology for Application of Impact’s Identification Using Fuzzy Relation  (J. A. F. Roveda, A. C. A. Burghi, S. R. M. M. Roveda, A. Bressane, L. V. G. França)....Pages 627-637
 Sustainability Index: A Fuzzy Approach for a Municipal Decision Support System  (L. F. S. Soares, S. R. M. M. Roveda, J. A. F. Roveda, W. A. Lodwick)....Pages 639-649