This volume of Advances in Intelligent Systems and Computing highlights papers presented at the 11th International Conference on Genetic and Evolutionary Computing (ICGEC 2017). Held from 6 to 8 November 2017 in Kaohsiung, Taiwan, the conference was co-sponsored by Springer, Fujian University of Technology in China, National University of Kaohsiung, Harbin Institute of Technology, National Kaohsiung University of Applied Sciences, and VB -Technical University of Ostrava. The conference was intended as an international forum for researchers and professionals engaged in all areas of genetic computing, intelligent computing, evolutionary and grid computing.
|
|
|
|
A Many-Objective Evolutionary Algorithm with Reference Point-Based and Vector Angle-Based Selection |
|
|
3 | (9) |
|
|
|
|
|
|
|
Freeway Travel Time Prediction by Using the GA-Based Hammer stein Recurrent Neural Network |
|
|
12 | (8) |
|
|
|
|
|
|
|
|
|
A PIP-Based Approach for Optimizing a Group Stock Portfolio by Grouping Genetic Algorithm |
|
|
20 | (6) |
|
|
|
|
|
A Novel Genetic Algorithm for Resource Allocation Optimization in Device-to-Device Communications |
|
|
26 | (11) |
|
|
|
|
|
|
|
Data Mining and Its Applications |
|
|
|
Mining Erasable Itemscts Using Bitmap Representation |
|
|
37 | (7) |
|
|
|
|
|
|
|
|
|
|
|
Identifying Suspicious Cases in the Hong Kong Stock Market Using Commentators' Stock News |
|
|
44 | (8) |
|
|
|
|
|
A New Conceptual Model for Big Data Analysis |
|
|
52 | (7) |
|
|
|
|
|
|
|
An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining |
|
|
59 | (7) |
|
|
|
|
|
|
|
|
|
Updating the Discovered High Average-Utility Patterns with Transaction Insertion |
|
|
66 | (11) |
|
|
|
|
|
|
|
|
|
|
|
Image and Multimedia Processing |
|
|
|
Applying Image Processing Technology to Region Area Estimation |
|
|
77 | (7) |
|
|
|
|
|
|
|
|
|
|
|
Face Recognition under Lighting Variation Conditions Using Tan-Triggs Method and Local Intensity Area Descriptor |
|
|
84 | (9) |
|
|
|
|
|
|
|
|
|
Analysis of the Dynamic Co-purchase Network Based on Image Shape Feature |
|
|
93 | (8) |
|
|
|
|
|
VQ Compression Enhancer with Huffman Coding |
|
|
101 | (8) |
|
|
|
|
|
|
|
Adaptive Steganography Method Based on Two Tiers Pixel Value Differencing |
|
|
109 | (12) |
|
|
|
|
|
|
|
|
|
|
|
|
A House Price Prediction for Integrated Web Service System of Taiwan Districts |
|
|
121 | (7) |
|
|
|
|
|
|
|
|
|
Commonsense-Knowledge Based Inference Engine |
|
|
128 | (8) |
|
|
|
|
|
Analysis of Users' Emotions Through Physiology |
|
|
136 | (8) |
|
|
|
|
|
|
|
|
|
Research on Temperature Rising Prediction of Distribution Transformer by Artificial Neural Networks |
|
|
144 | (9) |
|
|
|
|
|
|
|
Development of Audio and Visual Attention Assessment System in Combination with Brain Wave Instrument: Apply to Children with Attention Deficit Hyperactivity Disorder |
|
|
153 | (12) |
|
|
|
|
|
|
|
|
|
|
|
|
Markov Queuing Theory Approach to Internet of Things Reliability |
|
|
165 | (8) |
|
|
|
|
|
|
|
Some Characteristics of Nanyaseik Area Corundum and Other Assorted Gemstones in Myanmar |
|
|
173 | (9) |
|
|
|
|
|
Exploring Gemstones in Northern Part of Myanmar |
|
|
182 | (9) |
|
|
|
|
|
|
|
|
Attacks and Solutions of a Mutual Authentication with Anonymity for Roaming Service with Smart Cards in Wireless Communications |
|
|
191 | (8) |
|
|
|
|
|
|
|
|
|
|
|
Comments on Islam Et Al.'s Certifkateless Designated Server |
|
|
|
Based Public Key Encryption with Keyword Search Scheme |
|
|
199 | (8) |
|
|
|
|
|
|
|
|
|
|
| Author Index |
|
207 | |
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.
Lisainfo e-raamatute kohta