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

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

Table of Contents

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    Book Overview
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    Chapter 1 Big Data and Fuzzy Based Techniques in Analysis of Social Networks
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    Chapter 2 Application of Fuzzy Pattern Recognition in the Recruitment of IT Specialists
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    Chapter 3 Recognition of Sarcastic Sentences in Sentiment Analysis of a Text that Describes the Appearance of a Person
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    Chapter 4 Cognitive Knowledge Seeding Using Collective Uncertainty Shaping
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    Chapter 5 Interval Type-2 Fuzzy Dynamic Parameter Adaptation in Bee Colony Optimization for Autonomous Mobile Robot Navigation
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    Chapter 6 Type-2 Fuzzy Analysis Explains Ubiquity of Triangular and Trapezoid Membership Functions
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    Chapter 7 SCR-Apriori for Mining ‘Sets of Contrasting Rules’
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    Chapter 8 When Is Data Processing Under Interval and Fuzzy Uncertainty Feasible: What if Few Inputs Interact? Does Feasibility Depend on How We Describe Interaction?
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    Chapter 9 Optimization of Quadratic Forms and t-norm Forms on Interval Domain and Computational Complexity
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    Chapter 10 Asymptotically Optimal Learning in Fuzzy Environments
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    Chapter 11 Multi-source Fusion Using Neural Networks and Genetic Algorithms Towards Ego-Lane Estimation
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    Chapter 12 Two Phase Approach to Detection of Software Projects with Similar Architecture Based on Clustering and Ontological Methods
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    Chapter 13 Development of a System Based on a Fuzzy Knowledge Base Filled from Various Formats Documents
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    Chapter 14 A Probabilistic Fuzzy Table Lookup Scheme with Negation Logic
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    Chapter 15 Evolutionary Algorithm for Fine-Tuning Perceptual Computer for Grading Mathematics Tests Within Bilingual Education Program
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    Chapter 16 Which t-Norm Is Most Appropriate for Bellman-Zadeh Optimization
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    Chapter 17 Soft Computing Analytic Models for Multiplication of Asymmetrical Fuzzy Numbers
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    Chapter 18 Combined Fuzzy Controllers with Embedded Model for Automation of Complex Industrial Plants
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    Chapter 19 System Identification Using Monotonic Fuzzy Models
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    Chapter 20 Conceptual Framework for Measuring Project Benefits Using Belief—Plausibility and Type 1 Fuzzy Inference System
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    Chapter 21 An Efficient Hybrid Meta-heuristic Algorithm for Solving the Open Vehicle Routing Problem
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    Chapter 22 Modeling Objects and Processes in GIS by Fuzzy Temporal Graphs
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    Chapter 23 Method for Object Allocation to the Intermediate Resource Center Based on Fuzzy Estimation
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    Chapter 24 Outlier Detection in Fuzzy Regressions
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    Chapter 25 A Robust Variable-Spread Fuzzy Regression Model
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    Chapter 26 Robust Modeling of Acceptance Control Chart to Specify Best Design Parameters
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    Chapter 27 Fuzzy Modeling of Dynamic Multistage Process with Non-linear Stages
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    Chapter 28 The Effects of Preprocessing on Colorectal Polyp Detecting by Fuzzy Algorithm
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    Chapter 29 Stability of Fixed-Point Values in Reduced Fuzzy Cognitive Map Models
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    Chapter 30 FUZIPS: Fuzzy v2 Based Algorithm for Automatic Switching from GPS Based Location Services to the Indoor Positioning Service
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    Chapter 31 From Traditional Neural Networks to Deep Learning: Towards Mathematical Foundations of Empirical Successes
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    Chapter 32 Dimensionality Reduction: From Fuzzy Partitions to F-Transforms
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    Chapter 33 Development of Methodological and Functional Principles of the Intelligent Demographic Forecasting System
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    Chapter 34 Correlation Between Low Level Properties of Image and Semantic Using Algorithm BP Neural Network
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    Chapter 35 Piecewise Multi-linear Model Based Lookup Table Controller for Nonlinear Systems with Input Constraints
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    Chapter 36 Difference of Spatiotemporal Human Brain Activities on Recalling Some Fruit Names
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    Chapter 37 A Granular Computing Based Approach for Improving the Consistency of Intuitionistic Reciprocal Preference Relations
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    Chapter 38 Method for Proactive Quality Control of Aviation Security of Airports Using Inverse Interval Weighted Average
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    Chapter 39 Towards Automatic Textual Summarization of Movies
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    Chapter 40 Zadehian Paradigms Shaping 21 st Century Artificial Intelligence
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    Chapter 41 The Development of Interval Data Type for Analytical Information Processing
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    Chapter 42 How to Monitor Possible Side Effects of Enhanced Oil Recovery Process
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    Chapter 43 Customer and Product Clustering in Retail Business
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    Chapter 44 Analysis of Word Embeddings Using Fuzzy Clustering
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    Chapter 45 Project Management on Base Analysis of Fuzzy Time Series of Project Activity Metrics
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    Chapter 46 Fuzzy-Interpolative Control for Intelligent Roof-Top Greenhouse Buildings
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Title
Recent Developments and the New Direction in Soft-Computing Foundations and Applications
Published by
Springer International Publishing, September 2020
DOI 10.1007/978-3-030-47124-8
ISBNs
978-3-03-047123-1, 978-3-03-047124-8
Editors

Shahbazova, Shahnaz N., Kacprzyk, Janusz, Balas, Valentina Emilia, Kreinovich, Vladik

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