توضیحاتی در مورد کتاب :
این کتاب مشارکتهای معتبری را در زمینه محاسبات نرم جمعآوری میکند. بر اساس مقالات منتخب ارائه شده در هفتمین کنفرانس جهانی محاسبات نرم، که در 29 تا 31 می 2018 در باکو، آذربایجان برگزار شد، پیشرفتهای نظری جدید و همچنین روشها و کاربردهای پیشرفته را تشریح میکند. نظریهها و الگوریتمهای جدید در منطق فازی، مدلسازی شناختی، نظریه گراف و فراابتکاری مورد بحث قرار میگیرند و کاربردهای آن در دادهکاوی، شبکههای اجتماعی، کنترل و رباتیک، علوم زمین، زیستپزشکی و مدیریت صنعتی توضیح داده میشوند. این کتاب تصویری بهموقع و گسترده از پیشرفتهای اخیر، از جمله گرایشها و چالشهای تفکر برانگیز را ارائه میدهد که جهتهای تحقیقاتی جدیدی را در زمینههای مختلف محاسبات نرم به دست میدهد.
فهرست مطالب :
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
توضیحاتی در مورد کتاب به زبان اصلی :
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.