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Intelligent Computing Theory

10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings

  • De-Shuang Huang
  • Vitoantonio Bevilacqua
  • Prashan Premaratne
Conference proceedings ICIC 2014

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8588)

Table of contents

  1. Front Matter
    PDF

  2. Evolutionary Computation and Learning

    1. Self-tuning Performance of Database Systems with Neural Network
      Conghuan Zheng, Zuohua Ding, Jueliang Hu
      Pages 1-12
    2. GA-EAM Based Hybrid Algorithm
      Ashish Tripathi, Divya Kumar, Krishn Kumar Mishra, Arun Kumar Misra
      Pages 13-20
    3. Hybrid ITO Algorithm for Solving Numerical Optimization Problem
      Yunfei Yi, Xiaodong Lin, Kang Sheng, Lin Jiang, Wenyong Dong, Yongle Cai
      Pages 21-31
    4. Performance Analysis of a (1+1) Surrogate-Assisted Evolutionary Algorithm
      Yu Chen, Xiufen Zou
      Pages 32-40
    5. Parameters Selection for Support Vector Machine Based on Particle Swarm Optimization
      Jun Li, Bo Li
      Pages 41-47

  3. Swarm Intelligence and Optimization

    1. Adaptive Hybrid Artificial Fish School Algorithm for Solving the Real Roots of Polynomials
      Pan Xue
      Pages 48-54
    2. Optimization of Moving Objects Trajectory Using Particle Filter
      Yangweon Lee
      Pages 55-60
    3. Handing the Classification Methodology ORCLASS by Tool OrclassWeb
      Plácido Rogerio Pinheiro, Thais Cristina Sampaio Machado, Isabelle Tamanini
      Pages 61-72
    4. Solving TSP Problems with Hybrid Estimation of Distribution Algorithms
      Xiaoxia Zhang, Yunyong Ma
      Pages 73-81
    5. A Path Planning Algorithm Based on Parallel Particle Swarm Optimization
      Weitao Dang, Kai Xu, Quanjun Yin, Qixin Zhang
      Pages 82-90
    6. An Optimal Probabilistic Transformation of Belief Functions Based on Artificial Bee Colony Algorithm
      Yafei Song, Xiaodan Wang, Lei Lei, Aijun Xue
      Pages 91-100

  4. Machine Learning

    1. Cost-Sensitive Bayesian Network Classifiers and Their Applications in Rock Burst Prediction
      Ganggang Kong, Yun Xia, Chen Qiu
      Pages 101-112
    2. Nonparametric Discriminant Multi-manifold Learning
      Bo Li, Jun Li, Xiao-Ping Zhang
      Pages 113-119
    3. Orthogonal Neighborhood Preservation Projection Based Method for Solving CNOP
      Bin Mu, Shicheng Wen, Shijin Yuan, Hongyu Li
      Pages 120-126
    4. A Safety Requirement Elicitation Technique of Safety-Critical System Based on Scenario
      Junwei Du, Jiqiang Wang, Xiaogang Feng
      Pages 127-136

  5. Social and Natural Computing

    1. Modeling Information Diffusion in Social Networks Using Latent Topic Information
      Devesh Varshney, Sandeep Kumar, Vineet Gupta
      Pages 137-148
    2. PRDiscount: A Heuristic Scheme of Initial Seeds Selection for Diffusion Maximization in Social Networks
      Yufeng Wang, Bo Zhang, Athanasios V. Vasilakos, Jianhua Ma
      Pages 149-161
    3. Quantifying the Evolutions of Social Interactions
      Zhenyu Wu, Yu Liu, Deyi Li, Yan Zhuang
      Pages 162-172
    4. Computing the Kirchhoff Index of Some xyz-Transformations of Regular Molecular Graphs
      Yujun Yang
      Pages 173-183
    5. Parameters Selection for Genetic Algorithms and Ant Colony Algorithms by Uniform Design
      Wenyong Dong, Xueshi Dong
      Pages 184-195
    6. Result-Controllable Dendritic Cell Algorithm
      Song Yuan, He Zhang
      Pages 196-205

  6. Neural Networks

    1. Feature Analysis of Uterine Electrohystography Signal Using Dynamic Self-organised Multilayer Network Inspired by the Immune Algorithm
      Haya Alaskar, Abir Jaafar Hussain, Fergus Hussain Paul, Dhiya Al-Jumeily, Hissam Tawfik, Hani Hamdan
      Pages 206-212
    2. An Improved Ensemble of Extreme Learning Machine Based on Attractive and Repulsive Particle Swarm Optimization
      Dan Yang, Fei Han
      Pages 213-220
    3. Application of Random Forest, Rough Set Theory, Decision Tree and Neural Network to Detect Financial Statement Fraud – Taking Corporate Governance into Consideration
      Fu Hsiang Chen, Der-Jang Chi, Jia-Yi Zhu
      Pages 221-234
    4. SAE-RNN Deep Learning for RGB-D Based Object Recognition
      Jing Bai, Yan Wu
      Pages 235-240
    5. Visual Servoing of Robot Manipulator Based on Second Order Sliding Observer and Neural Compensation
      Tran Minh Duc, Van Mien, Hee-Jun Kang, Le Tien Dung
      Pages 241-247
    6. An Automatic Image Segmentation Algorithm Based on Spiking Neural Network Model
      Xianghong Lin, Xiangwen Wang, Wenbo Cui
      Pages 248-258
    7. A Fast Decoupling Method for Multi-input Multi-output Nonlinear Continuous-Time System
      Feng Wang, Jin-Lin Ding, Guo-Hai Liu
      Pages 259-268
    8. A Hand Shape Instruction Recognition and Learning System Using Growing SOM with Asymmetric Neighborhood Function
      Takashi Kuremoto, Takuhiro Otani, Masanao Obayashi, Kunikazu Kobayashi, Shingo Mabu
      Pages 269-276
    9. An Adaptive Tracking Controller for Differential Wheeled Mobile Robots with Unknown Wheel Slips
      Ngoc-Bach Hoang, Hee-Jun Kang
      Pages 277-284
    10. Functional Link Neural Network with Modified Cuckoo Search Training Algorithm for Physical Time Series Forecasting
      Rozaida Ghazali, Zulaika Abu Bakar, Yana Mazwin Mohmad Hassim, Tutut Herawan, Noorhaniza Wahid
      Pages 285-291
    11. The Research of Codeword Based on Fuzzy Hopfield Neural Network
      Xian Fu, Yi Ding
      Pages 292-298

  7. Biometrics Recognition

    1. Face Recognition System Invariant to Expression
      Rahul Varma, Sandesh Gupta, Phalguni Gupta
      Pages 299-307
    2. Illumination Invariant Face Recognition
      Ankit Sharma, Vandana Dixit Kaushik, Phalguni Gupta
      Pages 308-319
    3. Real-Time Emotion Recognition: An Improved Hybrid Approach for Classification Performance
      Claudio Loconsole, Domenico Chiaradia, Vitoantonio Bevilacqua, Antonio Frisoli
      Pages 320-331
    4. Recognition of Leaf Image Set Based on Manifold-Manifold Distance
      Mei-Wen Shao, Ji-Xiang Du, Jing Wang, Chuan-Min Zhai
      Pages 332-337

  8. Image Processing

    1. Partially Obscured Human Detection Based on Component Detectors Using Multiple Feature Descriptors
      Van-Dung Hoang, Danilo Caceres Hernandez, Kang-Hyun Jo
      Pages 338-344
    2. A Rotation and Scale Invariant Approach for Dense Wide Baseline Matching
      Jian Gao, Fanhuai Shi
      Pages 345-356
    3. Computational Aesthetic Measurement of Photographs Based on Multi-features with Saliency
      Yimin Zhou, Yunlan Tan, Guangyao Li
      Pages 357-366
    4. Multi-layers Segmentation Based Adaptive Binarization for Text Extraction in Scanned Card Images
      Chunmei Liu
      Pages 367-375
    5. Integrating Visual Saliency Information into Objective Quality Assessment of Tone-Mapped Images
      Xueyabo Liu, Lin Zhang, Hongyu Li, Jianwei Lu
      Pages 376-386
    6. Moving Object Detection Method with Temporal and Spatial Variation Based on Multi-info Fusion
      Yaochi Zhao, Zhuhua Hu, Xiong Yang, Yong Bai
      Pages 387-397
    7. Images Denoising with Feature Extraction for Patch Matching in Block Matching and 3D Filtering
      Guangyi Chen, Wenfang Xie, Shu-Ling Dai
      Pages 398-406
    8. A Novel Detail-Enhanced Exposure Fusion Method Based on Local Feature
      Mali Yu, Hai Zhang
      Pages 407-414
    9. Frequency Domain Directional Filtering Based Rain Streaks Removal from a Single Color Image
      Changbo Liu, Yanwei Pang, Jian Wang, Aiping Yang, Jing Pan
      Pages 415-424
    10. Multi-scale Fractal Coding for Single Image Super-Resolution
      Wei Xie, Jiwei Liu, Lizhen Shao, Fengwei Jing
      Pages 425-434
    11. Image Denoising with BEMD and Edge-Preserving Self-Snake Model
      Ting-qin Yan, Min Qu, Chang-xiong Zhou
      Pages 435-442
    12. Enhanced Local Ternary Pattern for Texture Classification
      Jing-Hua Yuan, Hao-Dong Zhu, Yong Gan, Li Shang
      Pages 443-448
    13. Feature Points Selection Algorithm of DSA Images Based on Adaptive Multi-scale Vascular Enhancement and Mean Shift
      Xinhong Zhang, Fan Zhang
      Pages 449-458

Other volumes

  1. Intelligent Computing Theory
    10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings
  2. Intelligent Computing Methodologies
    10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings
  3. Intelligent Computing in Bioinformatics
    10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings

About these proceedings

Introduction

This book – in conjunction with the volumes LNAI 8589 and LNBI 8590 – constitutes the refereed proceedings of the 10th International Conference on Intelligent Computing, ICIC 2014, held in Taiyuan, China, in August 2014. The 92 papers of this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections such as evolutionary computation and learning; swarm intelligence and optimization; machine learning; social and natural computing; neural networks; biometrics recognition; image processing; information security; virtual reality and human-computer interaction; knowledge discovery and data mining; signal processing; pattern recognition; biometric system and security for intelligent computing.

Keywords

bayesian networks biometrics cloud computing collaborative filtering computer vision data mining denial of service attack error analysis human computer interaction (HCI) image processing image segmentation neural networks object tracking recommender systems salient region detections support vector machines topic modeling uncertainty modeling

Editors and affiliations

  • De-Shuang Huang
    • 1
  • Vitoantonio Bevilacqua
    • 2
  • Prashan Premaratne
    • 3
  1. 1.School of Electronics and Information EngineeringTongji UniversityShanghaiChina
  2. 2.Electrical and Electronics DepartmentPolitecnico of BariBariItaly
  3. 3.School of Electrical, Computer and Telecommunications EngineeringUniversity of WollongonNorth WollongonAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-09333-8
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-09332-1
  • Online ISBN 978-3-319-09333-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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