Soft Computing Applications

Name: Soft Computing Applications | Proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018), Vol. II
Brand: Springer
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Proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018), Vol. II

Valentina Emilia Balas Lakhmi C. Jain Marius Mircea Balas Shahnaz N. Shahbazova(Editor)

Springer (Publisher)

Published on 17. August 2020

XXXI, 480 pages

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978-3-030-52190-5 (ISBN)

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Content

Intro
Preface
Invited Speakers
DSS, Classifications, Trends and Enabling Modern Information and Communication Technologies
Distorted Statistics based on Choquet Calculus
Overview of QUasi-Affine TRansformation Evolutionary (QUATRE) Algorithm
Nature-Inspired Optimization of Type-2 Fuzzy Logic Controllers
Seeing Is Believing
Contents
Short CVs of Guest Editors
I Biomedical Applications
An Overview on Computer Processing for Endoscopy and Colonoscopy Videos
Abstract
1 Introduction
2 Necessity of Objective Assessment
3 New Image Techniques in Colonoscopy
4 Automatic Video Analysis
5 Deep Learning in Polyp Detection
6 Discussion
7 Conclusions
References
Fuzzy System for Classification of Nocturnal Blood Pressure Profile and Its Optimization with the Crow Search Algorithm
Abstract
1 Introduction
2 Literature Review
2.1 Crow Search Algorithm
2.2 Fuzzy Logic
2.3 Blood Pressure and Hypertension
2.4 Nocturnal Blood Pressure Profile
3 Proposed Method
4 Methodology
4.1 Fuzzy System Optimization
5 Results and Discussion
6 Conclusions and Future Work
Acknowledgment
References
A Survey of Modern Gene Expression Based Techniques for Cancer Detection and Diagnosis
1 Introduction
2 Gene Expression Techniques for Cancer Detection and Diagnosis
2.1 The Techniques Addressed Binary Classification Problems
2.2 The Techniques Addressed Multiple Classification Problems
3 Evaluation Criteria and Comparison
4 Discussion
5 Conclusions
References
Recognition of Skin Diseases Using Curvelet Transforms and Law's Texture Energy Measures
Abstract
1 Introduction
2 Proposed Approach (Hybrid Method)
2.1 Curvelet Transform
2.2 Law's Texture Energy Measures
2.3 Classification
3 Experimentations and Results
4 Analysis
5 Conclusion and Future Scope
References
I Fuzzy Applications, Theory, Expert Systems and Fuzzy and Control
Intelligent Roof-Top Greenhouse Buildings
Abstract
1 Introduction
2 Urban Agriculture and Roof-Top Greenhouses
3 A Mathematical Model for Integrated Roof-Top Greenhouse
4 The Simulink Implementation
5 Simulation Results
6 Conclusions
Acknowledgement
References
Human-Plant Symbiosis by Integrated Roof-Top Greenhouses
Abstract
1 Introduction
2 The Integrated Roof-Top Greenhouse
3 The Simulink Model of an Integrated Roof-Top Greenhouse
4 An iRTG Control Rule Base
5 Discussion
Acknowledgement
References
Fuzzy Scoring Theory Applied to Team-Peer Assessment: Additive vs. Multiplicative Scoring Models on the Signed or Unsigned Unit Interval
Abstract
1 Introduction
2 Two Reconstructions
2.1 The Linear Statistical Approach of SHARP
2.2 The Quadratic Numerical Approach of Nepal
3 A Gentle End-User's Introduction to the TPA Approach
4 Basics of the Scoring Models
5 The Four Standard TPA Scoring Models
5.1 The Signed Additive Scoring Model A±
5.2 The Unsigned Additive Scoring Model A+
5.3 The Signed Multiplicative Scoring Model M±
5.4 The Unsigned Multiplicative Scoring Model M+
6 From Excel to Professional Software Tools
7 Conclusion
8 Glossary
References
On Image Compression for Mobile Robots Using Feed-Forward Neural Networks
Abstract
1 Introduction
2 Vision System Structure in Mobile Robots
3 Image Compression Problem with Neural Networks
4 FFNN Structures Used for Image Compression
5 Simulation Results
6 Conclusions
References
I Image, Text and Signal Processing
LeapGestureDB: A Public Leap Motion Database Applied for Dynamic Hand Gesture Recognition in Surgical Procedures
1 Introduction
2 Public Leap Motion Datasets
3 Leap Motion Sensor
4 Leap Gesture Dataset
4.1 Acquisition Environment
4.2 Dataset Structure
4.3 Dataset File Content
5 Hand Gesture Recognition Approach
6 Recognition Results and Discussion
7 Conclusion
References
Experiments on Phonetic Transcription of Audio Vowels
Abstract
1 Introduction
2 Automatic Recognition of Speech and Phonetic Transcription
3 Creating Acoustic and Phonetic Resources
3.1 Creating the Dialectal Archive
3.2 Selection of a Subset of Data and Its Processing
4 Phonetic Transcription, Primary Vowels, Phenomena
5 Data Collection and Processing
5.1 Phonetic Transcription of the Selected Subset
5.2 Processing Achieved Using Audio Files
6 Results
6.1 Statistical Analysis
6.2 Processing Achieved Using Audio Files
7 Comments, Conclusions, Future Work
References
Experiments on Iris Recognition Using Partially Occluded Images
Abstract
1 Introduction
2 Databases
3 Feature Extraction
4 Classifiers, Measures
5 Results
5.1 Experiments Made on Parts of the Iris Image with Different Size
5.2 Variations in Recognition Rates Depending on the Position of the Iris Image Parts
5.3 Variations in Recognition Rates Depending on the Shape of the Iris Information Region
5.4 The Influence of the Connectivity of the Information Iris Regions on Recognition
5.5 Are the Spatial Features Useful in Recognition and Retrieval with Partially Occluded Iris Images?
6 Conclusions, Future Works
References
Feature Extraction Techniques for Hyperspectral Images Classification
Abstract
1 Introduction
2 Linear Techniques
2.1 Principal Component Analysis (PCA)
2.2 Locality Preserving Projections (LPP)
2.3 Multidimensional Scaling (MDS)
3 Nonlinear Techniques
3.1 Global Techniques
3.2 Local Techniques
4 Synthesis
5 Experiments
5.1 Data Sets and Experimental Process
5.2 Results
6 Conclusions and Future Works
Acknowledgment
References
Multi-neural Networks Object Identification
Abstract
1 Introduction
2 Test
2.1 Tools and Methods
2.2 Dataset
2.3 Tests Evolution
2.4 Test Results
3 Results Analysis
4 Conclusion and Future Works
References
Development of a Testbed for Automatic Target Recognition and Object Change Tracking
Abstract
1 Introduction
2 Literature Survey
3 Object Detection and Tracking
3.1 Histogram of Oriented Gradients to Detect Objects
3.2 MobileNet-SSD
3.3 Finite State Machines
3.4 Testbed Simulation
4 Conclusions
References
Comparative Analysis of Various Image Splicing Algorithms
Abstract
1 Introduction and Background
2 Evaluation Criteria
3 Research Methodology
3.1 Approach
3.2 Calculating Statistics
3.3 Hypotheses
3.4 Experimental Settings
4 Results and Discussion
5 Conclusion and Future Work
Acknowledgement
Appendix
References
Classification of Plants Leave Using Image Processing and Neural Network
Abstract
1 Introduction
2 The Proposed Method
2.1 Pre-processing
2.2 Feature Extraction
2.3 Training
2.4 Test
3 Evaluation Results
4 Conclusion
References
I Computational Intelligence Techniques, Machine Learning and Optimization Methods in Recent Applications
A Comparative Study of Audio Encryption Analysis Using Dynamic AES and Standard AES Algorithms
1 Introduction
2 Literature Review
3 Proposed Dynamic AES Algorithm
4 Sound Files Analysis with AES and Dynamic AES
4.1 Histogram Analysis
4.2 Correlation Analysis
4.3 Randomness Analysis
4.4 Peak Signal to Noise Ratio (PSNR) Analysis
5 Conclusion
References
Feasibility Study of CSP Tower with Receiver Installed at Base
1 Introduction
2 A Modified Arrangement of Solar Power Tower
2.1 Plant Design Considerations
2.2 Receiver Specification
3 Comparisons with Existing CSP Technologies
4 Application in Another Field: Thermolysis of Water
5 Analysis and Discussions
6 Conclusions
References
Bi-Level Optimization Using Improved Bacteria Foraging Optimization Algorithm
1 Introduction
2 Bi-Level Optimization Problems (BLOPs)
2.1 Mathematical Models of BLOPs
2.2 Types of BLOP
2.3 Applications of BLOPs
3 Meta-heuristics for Bi-Level Optimization Problems
3.1 Bi-Level Bacteria Foraging Optimization Algorithm (BiBFOA)
3.2 Bi-Level Improved Bacteria Foraging Optimization Algorithm (BiIBFOA)
4 Bi-Level Capacitated Vehicle Routing Problem (BiLCVRP)
4.1 Capacitated Vehicle Routing Problem (CVRP)
4.2 Bi-Level Formulation CVRP
4.3 Bacteria Foraging Optimization Algorithm for CVRP
5 Experimental Results
6 Conclusions
References
Cubic Hesitant Fuzzy Heronian Mean Operators and Their Application in Multi Criteria Decision Making
1 Introduction
2 Preliminaries
3 Cubic Hesitant Fuzzy Heronian Means (CHFHMs)
4 MCDM Based on Cubic Hesitant Fuzzy Weighted Geometric Heronian Mean Operator
5 Illustrative Example
6 Conclusions
References
A Comparative Study of Fuzzy Logic Regression and ARIMA Models for Prediction of Gram Production
Abstract
1 Introduction
2 Related Work
2.1 Fuzzy Logic Regression
2.2 ARIMA Model
2.3 Model Identification Process
2.4 Fuzzy Time Series Method
2.5 ARIMA Modeling
3 Conclusion
Acknowledgement
References
Identification of Spatial Relationships in Arabic Handwritten Expressions Using Multiple Fusion Strategies
Abstract
1 Introduction
2 Related Work
3 Mathematical Expression Representation
4 Proposed Classification System
4.1 Features Extraction
4.1.1 Relation Histogram
4.1.2 Geometric Features
4.2 Classification with Fusion Strategies
5 Evaluations
5.1 Dataset Description
5.2 Experiments Evaluation
6 Conclusion
References
Information Retrieval in Restricted Domain for ChatterBots
Abstract
1 Introduction
2 Ptah
2.1 Problem Statement
2.2 Ptah Architecture
2.3 Flow from User Interaction
2.4 Pattern Matching
2.5 Global Process
3 Testing
3.1 Metrics
3.2 Testing Procedures
3.3 Database
4 Case Study
4.1 Case 1
4.2 Case 2
4.3 Case 3
4.4 Case 4
5 Statistics and Results
6 Conclusions and Future Work
References
Application of Single-Valued Neutrosophic Power Maclaurin Symmetric Mean Operators in MADM
Abstract
1 Introduction
2 Preliminaries
2.1 The SVNS and Their Operations
2.2 Power Average Operator
2.3 MSM and DMSM Operators
3 The SVNPMSM Operators
4 The SVNPDMSM Operators
5 MADM Approach Utilizing the WSINPMSM and WSINPDMSM Operators
6 An Illustrative Examples
7 Conclusion
Acknowledgement
References
I Methods and Applications in Engineering and Games
PI Plus Feed-Forward Control of Water Submersible Pump Specially Used in Ground Water Shortage Areas
1 Introduction
2 System Procedure and Control Problem Formulation
2.1 Working Procedure
2.2 Control Objective and Operation Constraints
3 Modeling and Feed Forward Plus PI Controller Design
4 Simulation and Experimental Results
4.1 Simulation Results
4.2 Experimental Setup and Results
5 Conclusion
References
Slip Effects on Fe3O4-Nanoparticles in a Nanofluid Past a Nonlinear Stretching Surface
Abstract
1 Introduction
2 Mathematical Formulation
3 Solution of the Problem
4 Numerical Results and Discussion
5 Conclusion
References
A Learners Experience with the Games Education in Software Engineering
Abstract
1 Introduction
2 Background
2.1 Thoughtful Games for Software Designing Learning
2.2 Gamification in Software Development Learning
3 Learning Settings
3.1 Learning Objective and Investigation Questions
3.2 Learning Design and Examination Procedures
4 Survey
5 People and Sampling
6 Results
7 Discussion
8 Intimidations to Legitimacy
9 Conclusion
References
I Wireless Sensor Networks, Cloud Computing, IoT
An Anomaly Detection System Based on Clustering and Fuzzy Set Theory in VANETs
Abstract
1 Introduction
2 Related Work
3 Preliminaries
4 The Proposed System
5 Experiments and Performance Simulation
6 Conclusion
References
A Framework for Artificial Intelligence Assisted Smart Agriculture Utilizing LoRaWAN Wireless Sensor Networks
Abstract
1 Introduction
2 Artificial Intelligence in Smart Agriculture
3 The Proposed Framework
3.1 Wireless Sensor Network
3.2 The Long-Range Wide Area Network
3.3 The Backhaul Network
4 Preliminary Experimental Results
5 Conclusion and Future Work
Acknowledgement
References
Multi-task Scheduling Algorithm Based on Self-adaptive Hybrid ICA-PSO Algorithm in Cloud Environment
Abstract
1 Introduction
2 Related Work
3 Imperialist Competitive Algorithm (ICA)
4 Particle Swarm Optimization (PSO)
5 The Associate Task Scheduling Problem
6 The Proposed Hybrid ICA-PSO-Based Multi-task Scheduling Algorithm
7 The Performance Evaluation
8 Conclusions and Future Work
References
Fuzzy Graph Modelling of Anonymous Networks
1 Introduction
2 Related Work
3 Fuzzy Graph Representation of Anonymous Networks
3.1 Fuzzy Graphs: Basic Definitions
3.2 Fuzzy Graph Taxonomy
4 Simulating Fuzziness in Graphs Using Node Percolation
4.1 Anonymous Networks
4.2 Data Collection
4.3 Simulating Fuzziness
4.4 Network Analysis
5 Conclusion
References
A Backstepping Direct Power Control of Three Phase Pulse Width Modulated Rectifier
1 Introduction
2 System Modeling
3 Proposed Controller
4 Simulation Results and Discussions
5 Conclusion
References
Portable Non-invasive Device for Measuring Saturated Oxygen of the Blood
Abstract
1 Introduction
2 Portable and Non-invasive Device for Measuring Oxygen Saturation in the Blood - A Technical Solution
3 Freescale-Based MED-SPO2 System
4 Conclusions
References
"Smart" Footwear for the Visually-Impaired People Based on Arduino Platform and Ultrasonic Sensors
Abstract
1 Introduction
2 "Smart" Footwear Based on Arduino Platform
3 Conclusions
References
Gain Time Based Optimization of Small Platforms for IoT Solutions: A Case of 8-Bit AVR Platform
Abstract
1 Introduction
2 Overview of Experimental Setup
3 Results
3.1 WCET Computation
3.2 Gain Time Computation
4 Conclusion
References
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Soft Computing Applications

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