Genetic and Evolutionary Computing

Name: Genetic and Evolutionary Computing | Proceedings of the Eleventh International Conference on Genetic and Evolutionary Computing, November 6-8, 2017, Kaohsiung, Taiwan
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Proceedings of the Eleventh International Conference on Genetic and Evolutionary Computing, November 6-8, 2017, Kaohsiung, Taiwan

Jerry Chun-Wei Lin Jeng-Shyang Pan Shu-Chuan Chu Chien-Ming Chen(Editor)

Springer (Publisher)

Published on 16. October 2017

XIII, 208 pages

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978-981-10-6487-6 (ISBN)

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Prof. Jerry Chun-Wei Lin currently works as Associate Professor at School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China. He received his Ph.D. degree from National Cheng Kung University, Tainan, Taiwan in 2010. He has published more than 180 research papers in academic journals (71 SCI journals) and international conferences. Prof. Lin is currently Editorial Board member of journal Intelligent Data Analysis and Editor-in-Chief of journal Data Science and Pattern Recognition. The research fields of Prof. Lin's Intelligent Knowledge Engineering Lab incl

ude data mining, machine learning, artificial intelligence, social computing, multimedia and image processing, and privacy-preserving and security technologies.

Prof. Jeng-Shyang Pan is currently professor and dean of School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China. He received the B.

S. degree in Electronic Engineering from the National Taiwan University of Science and Technology in 1986, the M.S. degree in Communication Engineering from the National Chiao Tung University, Taiwan in 1988, and the Ph.D. degree in Electrical Engineering from the University of Edinburgh, U.K. in 1996. He is Fellow of The Institution of Engineering and Technology (IET), UK. In 2012, Prof. Pan was named in "National 1000-Talent Plan" in China. His current research interests include soft computing, information security, big data mining and signal processing. Prof. Pan has published more than 500 research papers in academic journals and conferences with h-index of 39. He is the founding Editor-in-Chief of Journal of Information Hiding and Multimedia Signal Processing and International Journal of Innovative Computing, Information and Control.

Dr. Shu-Chuan Chu is currently research fellow at Flinders University, Bedford Park, Austratlia. She received her Ph.D.

degree from School of Informatics and Engineering, Flinders University in 2004.

Prof. Chien-Ming Chen currently works as Assistant Professor at School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China. He received D.E. in Computer Science from National Tsinghua university, Taiwan in 2010. His research interest includes network security, wireless sensor networks and internet of things.

Content

Intro
Preface
Organization
Organizing Committee
Honorary Chairs
Advisory Committee Chairs
Conference Chairs
Program Committee Chairs
Local Organization Chairs
Electronic Media Chairs
Publication Chairs
Finance Chair
Program Committee
Contents
Evolutionary Computation
A Many-Objective Evolutionary Algorithm with Reference Point-Based and Vector Angle-Based Selection
Abstract
1 Introduction
2 Literature Review
3 Improved NSGA-III Algorithm (I-NSGA-III)
3.1 Initialization
3.2 Mating Selection and Reproduction
3.3 Normalization
3.4 Nondominated Sort
3.5 Association
3.6 Niching
4 Experiments and Results
4.1 Benchmark Functions and Algorithms
4.2 Parameter Setting and Performance Measures
4.3 Comparison Results
5 Conclusions
Acknowledgement
References
Freeway Travel Time Prediction by Using the GA-Based Hammerstein Recurrent Neural Network
Abstract
1 Introduction
2 Related Works
2.1 Works Regarding Freeway Travel Time Prediction
2.2 Works Regarding Recurrent Neural Networks
3 Algorithm
3.1 Structural Design of eTag Traffic Data
3.2 Hammerstein Recurrent Neural Network
4 Simulation Results
5 Conclusions
Acknowledgement
References
A PIP-Based Approach for Optimizing a Group Stock Portfolio by Grouping Genetic Algorithm
Abstract
1 Introduction
2 Perceptually Important Point
3 The Proposed Approach
4 Experimental Results
5 Conclusion and Future Work
Acknowledgments
References
A Novel Genetic Algorithm for Resource Allocation Optimization in Device-to-Device Communications
Abstract
1 Introduction
2 System Model
3 RB Allocation with GA
4 Simulation Results
5 Conclusions
Acknowledgments
References
Data Mining and Its Applications
Mining Erasable Itemsets Using Bitmap Representation
Abstract
1 Introduction
2 Related Works
2.1 Erasable Itemset Mining
2.2 Bitmap Representation
3 Problems and Statement
4 The Bitmap Representation for Erasable Mining Approach
5 Performance Evaluation
6 Conclusion
References
Identifying Suspicious Cases in the Hong Kong Stock Market Using Commentators' Stock News
Abstract
1 Introduction
2 Literature Review
2.1 Stock Market
2.2 Market Manipulation
2.3 Price Manipulation Detection
3 Data Preparation
3.1 Data Source
3.2 Data Extraction
3.3 Data Formatting
3.4 Dictionary Building
4 Data Analysis and Result
4.1 Assumptions
4.2 Correlation Coefficient
4.3 Ratio of Exceed Average Volume
4.4 Supporting Clues
4.5 Result
5 Conclusion
References
A New Conceptual Model for Big Data Analysis
Abstract
1 Introduction
2 Some Related Works
3 Proposed Stochastic Model for Big Data Analysis
4 Experimental Simulation Results
5 Conclusion
Acknowledgment
References
An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining
1 Introduction
2 IARMMA Algorithm
3 Parallel IARMMA on GPU
4 Performance and Results
5 Conclusion
References
Updating the Discovered High Average-Utility Patterns with Transaction Insertion
1 Introduction
2 Preliminaries and Problem Statement
3 Proposed Incremental Algorithm
4 Experimental Results
4.1 Runtime
4.2 Number of Candidates
5 Conclusion
References
Image and Multimedia Processing
Applying Image Processing Technology to Region Area Estimation
Abstract
1 Introduction
2 Image Processing
3 Experimental Results
4 Conclusion
Acknowledgments
References
Face Recognition under Lighting Variation Conditions Using Tan-Triggs Method and Local Intensity Area Descriptor
Abstract
1 Introduction
2 Related Works
2.1 Local Intensity Area Descriptor
2.2 Illumination Preprocessing Method
3 Face Recognition Using the TT Method and the Local Intensity Area Descriptor
4 Results and Discussions
4.1 Data Input and Experimental Settings
4.2 Experimental Results
5 Conclusion
Acknowledgements
References
Analysis of the Dynamic Co-purchase Network Based on Image Shape Feature
Abstract
1 Introduction
2 Prior Work
2.1 Cosine Similarity
2.2 Pearson Correlation Coefficient
2.3 Jaccard Similarity Coefficient
3 Image Processing
3.1 Pre-processing
3.2 Shape Similarity
4 Experimental Result
4.1 Shape Similarity Result
5 Conclusion
6 Further Work
References
VQ Compression Enhancer with Huffman Coding
Abstract
1 Introduction
2 The Related Work
2.1 Vector Quantization
2.2 Huffman Coding
3 The Proposed Method
4 Experimental Results
5 Conclusions
Acknowledgments
References
Adaptive Steganography Method Based on Two Tiers Pixel Value Differencing
Abstract
1 Introduction
2 Literature Review
2.1 Wu and Tsai´s Pixel Value Differencing
2.2 Wu et al. PVD+LSB
3 Proposed Scheme
3.1 Data Embedding Algorithm
3.2 Data Extracting Algorithm
4 Experimental Results
5 Conclusions
Acknowledgments
References
Intelligent Systems
A House Price Prediction for Integrated Web Service System of Taiwan Districts
Abstract
1 Introduction
2 System Design and Implementation
2.1 System Structure
2.2 Price Forecast Program
2.3 Percentage Error
3 System Implementation
3.1 Experimental Environment and Programming
3.2 Predict Hit Rate
3.3 System Availability Scale
4 Conclusion
References
Commonsense-Knowledge Based Inference Engine
Abstract
1 Literature Reviews
2 System Development
2.1 Overview of the Inference Engine
2.2 System Architecture
3 System Modeling
3.1 The CKB
3.2 The Inference Engine
3.3 The Web Application
4 Conclusion
References
Analysis of Users' Emotions Through Physiology
Abstract
1 Introduction and Background
2 The Proposed Method
3 Prototype Implementation
4 Experimental Evaluation
5 Conclusion
Acknowledgement
References
Research on Temperature Rising Prediction of Distribution Transformer by Artificial Neural Networks
Abstract
1 Introduction
2 Artificial Neural Networks (ANNs) Method
3 Selection of Key Variables
4 Classification of Prediction and Experimental Results
4.1 Classification for ANN
4.2 Experimental Results
5 Conclusion
References
Development of Audio and Visual Attention Assessment System in Combination with Brain Wave Instrument: Apply to Children with Attention Deficit Hyperactivity Disorder
Abstract
1 Introduction
2 Method
2.1 K-CPT 2
2.2 MindWave
2.3 Unity 3D
2.4 Test Design and Comparison
2.5 Introduce the VAAT Parameters
2.6 Experimental Tools
2.7 Experimental Objects and Processes
2.8 Statistical Analysis
3 Result
3.1 VAAT and K-CPT 2 Concurrent Validity
3.2 Brainwave Analysis
4 Conclusions
Acknowledgments
References
Decision Support Systems
Markov Queuing Theory Approach to Internet of Things Reliability
Abstract
1 Introduction
2 Some Related Works
3 Proposed Architecture for Internet of Things Reliability
4 Some Simulated Experimental Results
5 Conclusions
Acknowledgments
References
Some Characteristics of Nanyaseik Area Corundum and Other Assorted Gemstones in Myanmar
Abstract
1 Introduction
2 Methods of Study
3 Conclusion and Future Prospects
References
Exploring Gemstones in Northern Part of Myanmar
Abstract
1 Introduction
2 Mining Methods
2.1 Open Pit Mining Method (Inn Bye)
2.2 Square Pit Mining Method (Lebin Twin)
3 Nature of Secondary Deposits (Gravels) and Gemstone Association
4 Conclusion
References
Encryption and Security
Attacks and Solutions of a Mutual Authentication with Anonymity for Roaming Service with Smart Cards in Wireless Communications
Abstract
1 Introduction
2 Review of Liu et al.'s Protocol
2.1 Registration Phase
2.2 Mutual Authentication Phase
2.3 Updated Password Phase
3 Cryptanalysis of Liu et al.'s Protocol
3.1 Fails to Protect User Anonymity
3.2 Suffer from the Offline Password Guessing Attack
4 Possible Improvement
5 Conclusions
Acknowledgments
References
Comments on Islam Et Al.'s Certificateless Designated Server Based Public Key Encryption with Keyword Search Scheme
1 Introduction
2 Review of Islam Et Al.'s CL-dPEKS Scheme
2.1 Bilinear Pairing
2.2 Islam Et Al.'s CL-dPEKS Scheme
3 Cryptanalysis of Islam Et Al.'s CL-dPEKS Scheme
3.1 Keyword Guessing Attack on Ciphertext
3.2 Keyword Guessing Attack on Trapdoor
4 Conclusion
References
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Genetic and Evolutionary Computing

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