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ICIC 2014: Taiyuan, China
- De-Shuang Huang, Vitoantonio Bevilacqua
, Prashan Premaratne:
Intelligent Computing Theory - 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings. Lecture Notes in Computer Science 8588, Springer 2014, ISBN 978-3-319-09332-1
Evolutionary Computation and Learning
- Conghuan Zheng, Zuohua Ding, Jueliang Hu:
Self-tuning Performance of Database Systems with Neural Network. 1-12 - Ashish Tripathi
GA-EAM Based Hybrid Algorithm. 13-20 - Yunfei Yi, Xiaodong Lin, Kang Sheng, Lin Jiang, Wenyong Dong, Yongle Cai:
Hybrid ITO Algorithm for Solving Numerical Optimization Problem. 21-31 - Yu Chen
Performance Analysis of a (1+1) Surrogate-Assisted Evolutionary Algorithm. 32-40 - Jun Li, Bo Li:
Parameters Selection for Support Vector Machine Based on Particle Swarm Optimization. 41-47
Swarm Intelligence and Optimization
- Pan Xue:
Adaptive Hybrid Artificial Fish School Algorithm for Solving the Real Roots of Polynomials. 48-54 - Yang Weon Lee:
Optimization of Moving Objects Trajectory Using Particle Filter. 55-60 - Plácido Rogério Pinheiro, Thais Cristina Sampaio Machado, Isabelle Tamanini:
Handing the Classification Methodology ORCLASS by Tool OrclassWeb. 61-72 - Xiaoxia Zhang, Yunyong Ma:
Solving TSP Problems with Hybrid Estimation of Distribution Algorithms. 73-81 - Weitao Dang, Kai Xu, Quanjun Yin, Qixin Zhang:
A Path Planning Algorithm Based on Parallel Particle Swarm Optimization. 82-90 - Yafei Song, Xiaodan Wang, Lei Lei, Aijun Xue:
An Optimal Probabilistic Transformation of Belief Functions Based on Artificial Bee Colony Algorithm. 91-100
Machine Learning
- Ganggang Kong, Yun Xia, Chen Qiu:
Cost-Sensitive Bayesian Network Classifiers and Their Applications in Rock Burst Prediction. 101-112 - Bo Li, Jun Li, Xiao-Ping (Steven) Zhang:
Nonparametric Discriminant Multi-manifold Learning. 113-119 - Bin Mu, Shicheng Wen, Shijin Yuan, Hongyu Li:
Orthogonal Neighborhood Preservation Projection Based Method for Solving CNOP. 120-126 - Junwei Du, Jiqiang Wang, Xiaogang Feng:
A Safety Requirement Elicitation Technique of Safety-Critical System Based on Scenario. 127-136
Social and Natural Computing
- Devesh Varshney, Sandeep Kumar
Modeling Information Diffusion in Social Networks Using Latent Topic Information. 137-148 - Yufeng Wang, Bo Zhang, Athanasios V. Vasilakos
PRDiscount: A Heuristic Scheme of Initial Seeds Selection for Diffusion Maximization in Social Networks. 149-161 - Zhenyu Wu, Yu Liu, Deyi Li, Yan Zhuang:
Quantifying the Evolutions of Social Interactions. 162-172 - Yujun Yang:
Computing the Kirchhoff Index of Some xyz-Transformations of Regular Molecular Graphs. 173-183 - Wenyong Dong, Xueshi Dong:
Parameters Selection for Genetic Algorithms and Ant Colony Algorithms by Uniform Design. 184-195 - Song Yuan, He Zhang:
Result-Controllable Dendritic Cell Algorithm. 196-205
Neural Networks
- Haya Alaskar, Abir Jaafar Hussain, Paul Hussain Fergus, Dhiya Al-Jumeily
Feature Analysis of Uterine Electrohystography Signal Using Dynamic Self-organised Multilayer Network Inspired by the Immune Algorithm. 206-212 - Dan Yang, Fei Han:
An Improved Ensemble of Extreme Learning Machine Based on Attractive and Repulsive Particle Swarm Optimization. 213-220 - Fu Hsiang Chen, Der-Jang Chi, Jia-Yi Zhu:
Application of Random Forest, Rough Set Theory, Decision Tree and Neural Network to Detect Financial Statement Fraud - Taking Corporate Governance into Consideration. 221-234 - Jing Bai, Yan Wu
SAE-RNN Deep Learning for RGB-D Based Object Recognition. 235-240 - Minh-Duc Tran
Visual Servoing of Robot Manipulator Based on Second Order Sliding Observer and Neural Compensation. 241-247 - Xianghong Lin, Xiangwen Wang, Wenbo Cui:
An Automatic Image Segmentation Algorithm Based on Spiking Neural Network Model. 248-258 - Feng Wang, Jinlin Ding, Guohai Liu
A Fast Decoupling Method for Multi-input Multi-output Nonlinear Continuous-Time System. 259-268 - Takashi Kuremoto, Takuhiro Otani, Masanao Obayashi, Kunikazu Kobayashi, Shingo Mabu:
A Hand Shape Instruction Recognition and Learning System Using Growing SOM with Asymmetric Neighborhood Function. 269-276 - Ngoc Bach Hoang, Hee-Jun Kang:
An Adaptive Tracking Controller for Differential Wheeled Mobile Robots with Unknown Wheel Slips. 277-284 - Rozaida Ghazali
Functional Link Neural Network with Modified Cuckoo Search Training Algorithm for Physical Time Series Forecasting. 285-291 - Xian Fu, Yi Ding:
The Research of Codeword Based on Fuzzy Hopfield Neural Network. 292-298
Biometrics Recognition
- Rahul Varma, Sandesh Gupta
Face Recognition System Invariant to Expression. 299-307 - Ankit Sharma, Vandana Dixit Kaushik, Phalguni Gupta:
Illumination Invariant Face Recognition. 308-319 - Claudio Loconsole
Real-Time Emotion Recognition: An Improved Hybrid Approach for Classification Performance. 320-331 - Mei-Wen Shao, Ji-Xiang Du, Jing Wang, Chuan-Min Zhai:
Recognition of Leaf Image Set Based on Manifold-Manifold Distance. 332-337
Image Processing
- Van-Dung Hoang
Partially Obscured Human Detection Based on Component Detectors Using Multiple Feature Descriptors. 338-344 - Jian Gao, Fanhuai Shi:
A Rotation and Scale Invariant Approach for Dense Wide Baseline Matching. 345-356 - Yimin Zhou, Yunlan Tan, Guangyao Li:
Computational Aesthetic Measurement of Photographs Based on Multi-features with Saliency. 357-366 - Chunmei Liu:
Multi-layers Segmentation Based Adaptive Binarization for Text Extraction in Scanned Card Images. 367-375 - Xueyabo Liu, Lin Zhang
Integrating Visual Saliency Information into Objective Quality Assessment of Tone-Mapped Images. 376-386 - Yaochi Zhao, Zhuhua Hu, Xiong Yang, Yong Bai:
Moving Object Detection Method with Temporal and Spatial Variation Based on Multi-info Fusion. 387-397 - Guangyi Chen, Wenfang Xie, Shuling Dai:
Images Denoising with Feature Extraction for Patch Matching in Block Matching and 3D Filtering. 398-406 - Mali Yu, Hai Zhang:
A Novel Detail-Enhanced Exposure Fusion Method Based on Local Feature. 407-414 - Changbo Liu, Yanwei Pang, Jian Wang, Aiping Yang
Frequency Domain Directional Filtering Based Rain Streaks Removal from a Single Color Image. 415-424 - Wei Xie, Jiwei Liu, Lizhen Shao, Fengwei Jing:
Multi-scale Fractal Coding for Single Image Super-Resolution. 425-434 - Ting-Qin Yan, Min Qu, Chang-Xiong Zhou:
Image Denoising with BEMD and Edge-Preserving Self-Snake Model. 435-442 - Jing-Hua Yuan, Hao-Dong Zhu, Yong Gan, Li Shang:
Enhanced Local Ternary Pattern for Texture Classification. 443-448 - Xinhong Zhang, Fan Zhang:
Feature Points Selection Algorithm of DSA Images Based on Adaptive Multi-scale Vascular Enhancement and Mean Shift. 449-458 - Hao-Dong Zhu, Zhen Shen, Li Shang, Xiaoping Zhang:
Parallel Image Texture Feature Extraction under Hadoop Cloud Platform. 459-465 - Li Shang, Tao Liu, Zhan-Li Sun:
Image Super-resolution Reconstruction Utilizing the Combined Method of K-SVD and RAMP. 466-472 - Li Shang, Yan Zhou, Zhan-Li Sun:
Dispersion Constraint Based Non-Negative Sparse Coding Neural Network Model. 473-479 - Xiaojin Lin, Qingxiang Wu, Xuan Wang, Zhiqiang Zhuo, Gongrong Zhang:
Moving People Recognition Algorithm Based on the Visual Color Processing Mechanism. 480-487 - Xuan Wang, Qingxiang Wu, Xiaojin Lin, Zhiqiang Zhuo:
Finding Specific Person Using Spiking Neural Network Based on Texture Features. 488-494 - Chenglin Liu, Jinwen Ma:
Unsupervised Image Segmentation Based on Contourlet Texture Features and BYY Harmony Learning of t-Mixtures. 495-501 - Xing-Zhu Wang, Zhan-Li Sun, Li Shang:
Using Spectral Feature for Face Recognition of One-Sample-Per-Person Problem. 502-506
Information Security
- Rabia Latif
Analyzing Feasibility for Deploying Very Fast Decision Tree for DDoS Attack Detection in Cloud-Assisted WBAN. 507-519 - Xin Xie, Fenlin Liu, Bin Lu:
A Data Obfuscation Based on State Transition Graph of Mealy Automata. 520-531 - Hongjie Yu, Hui Qian:
Synchronization of Chen's Attractor and Lorenz Chaotic Systems by Nonlinear Coupling Function. 532-540 - Guanghua Song, Zhitang Li, Juan Zhao, Mingguang Zou:
A Data Hiding Algorithm for 3D Videos Based on Inter-MBs. 541-552 - Yunxia Liu, Suimin Jia, Mingsheng Hu, Zhijuan Jia, Liang Chen, Hongguo Zhao:
A Robust Reversible Data Hiding Scheme for H.264 Based on Secret Sharing. 553-559 - Zhao Yang Qu, Jiannan Zang, Ling Wang, Huiyu Sun, Yongwen Wang:
A High-Dynamic Invocation Load Balancing Algorithm for Distributed Servers in the Cloud. 560-571 - Xiaoke Zhang, Weidong Chen:
An Effective Algorithm for Interference Minimization in Wireless Sensor Networks. 572-581
Virtual Reality and Human-Computer Interaction
- Ibrahim Furkan Ince
Subjective Evaluation of Prototypes and Task Complexities for Mobile Phone Usability. 582-593 - Yicheng Li, Zeyu Chen:
Kinect-Based Algorithms for Hand Feature Points Localization. 594-606 - Tomomi Onuki, Kento Ida, Tomoka Ezure, Takafumi Ishinoda, Kaname Sano, Yoshinori Kobayashi, Yoshinori Kuno
Designing Robot Eyes and Head and Their Motions for Gaze Communication. 607-618 - Chunyang Wang, Bo Yuan
Robust Fingertip Tracking with Improved Kalman Filter. 619-629 - Amirhossein Ghods
Monte Carlo-Discrete Wavelet Transform for Diagnosis of Inner/Outer Race Bearings Faults in Induction Motors. 630-636
Knowledge Discovery and Data Mining
- Zeeshan Ali Rana
Impact of Using Information Gain in Software Defect Prediction Models. 637-648 - Hailong Wen, Cong Liu, Guiguang Ding, Qiang Liu:
CosSimReg: An Effective Transfer Learning Method in Social Recommender System. 649-660
Signal Processing
- Hong Ding, Wenyong Dong, Demin Wu:
Chaotic Features Identification and Analysis in Liujiang River Runoff. 661-667 - Zengguo Sun, Jixiang Du:
Log-Cumulant Parameter Estimator of Log-Normal Distribution. 668-674 - Changxiong Zhou, Shufen Liu, Tingqin Yan, Wenlin Tao:
Noise Removal Using Fourth Order PDEs Based on Nonlocal Derivative. 675-683 - Weiwei Xiang, Gaigai Cai, Wei Fan, Weiguo Huang, Li Shang, Zhongkui Zhu:
The Research of the Transient Feature Extraction by Resonance-Based Method Using Double-TQWT. 684-692 - Dayong Wang, Chun Yuan, Yu Sun, Jian Zhang
Fast Mode and Depth Decision Algorithm for Intra Prediction of Quality SHVC. 693-699
Pattern Recognition
- Haibin Wei, Hao-Dong Zhu, Yong Gan, Li Shang:
A New Local Binary Pattern in Texture Classification. 700-705 - Yongming Huang, Guobao Zhang
Improved Emotion Recognition with Novel Task-Oriented Wavelet Packet Features. 706-714 - Wen-Juan Pei, Yu-Lan Zhang, Yan Zhang, Chun-Hou Zheng:
Pedestrian Detection Based on HOG and LBP. 715-720 - Xutang Zhang, Yan Liu, Yinling Ma, Hong Liu, Ting Zhuang:
A Novel Salient Line Detection Approach Based on Ant Colony Optimization Algorithm. 721-728 - Yu Song, Fei Wang, Sheng Gao, Haiwei Yang, Yongjian He:
Error Tracing and Analysis of Vision Measurement System. 729-740 - Xinjun Peng, Lingyan Kong, Dongjing Chen, Dong Xu:
Online Model-Based Twin Parametric-Margin Support Vector Machine. 741-752 - Rui Yang, Ruoyu Yang:
Action Segmentation and Recognition Based on Depth HOG and Probability Distribution Difference. 753-763 - Tianshuo Li, Yanwei Pang, Jing Pan, Changshu Liu:
Weighted Deformable Part Model for Robust Human Detection. 764-775 - Fuqiang Chen, Yan Wu
Contractive De-noising Auto-Encoder. 776-781 - Jair Cervantes
A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets. 782-788 - Xuesong Wang
Hyperspectral Data Dimensionality Reduction Based on Non-negative Sparse Semi-supervised Framework. 789-796 - Ping He, Xiao-hua Xu, Lei Zhang, Wei Zhang, Kanwen Li, Heng Qian:
Constrained Community Clustering. 797-802
Biometric System and Security for Intelligent Computing
- Saiful Islam, Phalguni Gupta:
Extended Embedding Function for Model-Preserving Steganography. 803-811 - Puneet Gupta
A Dynamic Slap Fingerprint Based Verification System. 812-818 - Aditya Nigam, Phalguni Gupta:
Multimodal Personal Authentication Using Iris and Knuckleprint. 819-825 - Vasanth Ram Rajarathinam, Rajarathinam Jeyarani
Power-Aware Meta Scheduler with Non-linear Workload Prediction for Adaptive Virtual Machine Provisioning. 826-837 - Wenwen Shen, Zhigang Zeng, Fang Zou:
A Fractional-Order Chaotic Circuit Based on Memristor and Its Generalized Projective Synchronization. 838-844
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