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ICIC 2014: Taiyuan, China
- De-Shuang Huang, Kang-Hyun Jo, Ling Wang:
Intelligent Computing Methodologies - 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings. Lecture Notes in Computer Science 8589, Springer 2014, ISBN 978-3-319-09338-3
Soft Computing
- Ramón Zataraín-Cabada, María Lucía Barrón-Estrada
, José Luis Olivares Camacho, Carlos A. Reyes García:
Affective Tutoring System for Android Mobiles. 1-10 - Rong-Qiang Zeng, Ming-Sheng Shang:
Solving Three-Objective Flow Shop Problem with Fast Hypervolume-Based Local Search Algorithm. 11-25
Artificial Bee Colony Algorithms
- Yuchun Jing, Wen Jiang, Guiyang Su, Zhisheng Zhou, Yifan Wang:
A Learning Automata-Based Singular Value Decomposition and Its Application in Recommendation System. 26-32 - Tien Thanh Nguyen, Alan Wee-Chung Liew
A Novel 2-Stage Combining Classifier Model with Stacking and Genetic Algorithm Based Feature Selection. 33-43 - Zhongqiang Wei, Hongzhe Xu, Wen Li, Xiaolin Gui, Xiaozhou Wu:
Improved Bayesian Network Structure Learning with Node Ordering via K2 Algorithm. 44-55 - Tien Thanh Nguyen, Alan Wee-Chung Liew
Combining Multi Classifiers Based on a Genetic Algorithm - A Gaussian Mixture Model Framework. 56-67
Unsupervised Learning
- Ziyi Chen, Jinwen Ma, Yatong Zhou:
A Precise Hard-Cut EM Algorithm for Mixtures of Gaussian Processes. 68-75 - Mei Niu, Qinpei Zhao, Hongyu Li:
Comparison of EM-Based Algorithms and Image Segmentation Evaluation. 76-86 - Davood Kalhor
Artificial Curiosity Driven Robots with Spatiotemporal Regularity Discovery Ability. 87-98
Kernel Methods and Supporting Vector Machines
- Yongquan Zhou, Qifang Luo, Mingzhi Ma, Liangliang Li:
The Equivalence Relationship between Kernel Functions Based on SVM and Four-Layer Functional Networks. 99-106 - Haiyang Du, Chuanhuan Yin, Shaomin Mu:
Multiple Kernel Learning Based on Cooperative Clustering. 107-117
Machine Learning
- Chenglin Liu, Jinwen Ma:
Automatic Non-negative Matrix Factorization Clustering with Competitive Sparseness Constraints. 118-125 - KunHong Liu, Muchenxuan Tong, Shu-Tong Xie, ZhiHao Zeng:
Fusing Decision Trees Based on Genetic Programming for Classification of Microarray Datasets. 126-134 - Ahmed J. Aljaaf
A Study of Data Classification and Selection Techniques for Medical Decision Support Systems. 135-143 - Xiuxi Wei:
A Reduction SVM Classification Algorithm Based on Adaptive AP Clustering Granulation. 144-153 - Yifan Wang, Wen Jiang, Yinghua Ma, Hao Ge, Yuchun Jing:
Learning Automata Based Cooperative Student-Team in Tutorial-Like System. 154-161 - Quan Wang, Fei Wang, Daming Li, Xuan Wang:
Clustering-Based Latent Variable Models for Monocular Non-rigid 3D Shape Recovery. 162-172 - Bo Yan, Bin Zhang
Comments-Attached Chinese Microblog Sentiment Classification Based on Machine Learning Technology. 173-184 - Vitoantonio Bevilacqua
Evaluation of Resonance in Staff Selection through Multimedia Contents. 185-198 - Fu Hsiang Chen, Der-Jang Chi, Chun-Yi Kuo:
Using Rough Set Theory and Decision Trees to Diagnose Enterprise Distress - Consideration of Corporate Governance Variables. 199-211
Fuzzy Theory and Algorithms
- Jiexin Zhao, Zhenghua Pan:
Fuzzy Propositional Logic System and Its λ-Resolution. 212-219 - Basem Mohamed Elomda
Multi-level Linguistic Fuzzy Decision Network Hierarchical Structure Model for MCDM. 220-229 - Xinning Wang, Xiangbo Lin, Zhen Yuan:
An Edge Sensing Fuzzy Local Information C-Means Clustering Algorithm for Image Segmentation. 230-240 - Yu-Chuan Liu, Hong-Mei Gao, Shih-Ming Yang, Chun-Yung Chuang:
Application of Genetic Algorithm and Fuzzy Gantt Chart to Project Scheduling with Resource Constraints. 241-252 - Guangfu Ma, Yanchao Sun, Jingjing Ma, Chuanjiang Li, Shuo Sun:
Dynamic Output Feedback Guaranteed Cost Control for T-S Fuzzy Systems with Uncertainties and Time Delays. 253-264
Image Processing
- Xiang Gao, Ji-Xiang Du, Jing Wang, Chuan-Min Zhai:
Shape and Color Based Segmentation Using Level Set Framework. 265-270 - Ya-Ping Wang, Zhan-Li Sun, Li Shang:
An Integrated NRSFM Approach for Image Sequences with Small Size. 271-276 - Li Shang, Zhan-Li Sun:
Image Super-Resolution Reconstruction Based on Two-Stage Dictionary Learning. 277-284
Intelligent Computing in Computer Vision
- Hoai-Nhan Nguyen, Jian Zhou, Hee-Jun Kang, Tien-Dung Le
Position Accuracy Improvement of Robots having Closed-Chain Mechanisms. 285-292 - Xinhua Jin, Dong Joong Kang, Mun-Ho Jeong:
GPU-Based Real-Time Range Image Segmentation. 293-297 - Khawlah Hussein Ali, Tianjiang Wang:
Recognition of Human Action and Identification Based on SIFT and Watermark. 298-309 - Alexander Filonenko, Andrey Vavilin
Augmented Reality Surveillance System for Road Traffic Monitoring. 310-317 - Zhibo Yang
Effective Palm Tracking with Integrated Tracker and Offline Detector. 318-327 - Xuan Wang, Fei Wang, Lei Chen:
Monocular 3D Shape Recovery of Inextensibility Deformable Surface by Using DE-Based Niching Algorithm with Partial Reinitialization. 328-338 - Zubair Iftikhar, Prashan Dissanayake, Peter Vial:
Computer Vision Based Traffic Monitoring System for Multi-track Freeways. 339-349 - Haiwei Yang, Fei Wang
Robust Pose Estimation Algorithm for Approximate Coplanar Targets. 350-361 - Li Huo, Bo Jiang, Tao Ning, Bo Yin:
A BP Neural Network Predictor Model for Stock Price. 362-368
Intelligent Computing in Communication Networks
- Qing Xia, Hao-Dong Zhu, Yong Gan, Li Shang:
Plant Leaf Recognition Using Histograms of Oriented Gradients. 369-374 - Ying Xu, Tiantian Zhang, Renfa Li:
An Implementation of an Intelligent PCE-Agent-Based Multi-domain Optical Network Architecture. 375-384 - Xiao-Guang Wang, Xiang-wei Zheng, Dianjie Lu:
A Heuristic Virtual Network Mapping Algorithm. 385-395 - Jianhua Han, Silu He, Hengxin Li, Jianping Huang:
Fault-Tolerant Control, Fault Diagnosis and Recovery in Runtime of Business Docking Service Composition Flow in the Cloud Environment. 396-408
Intelligent Image/Document Retrievals
- Quanquan Wang, Yongping Li:
Ambiguous Proximity Distribution. 409-421 - Vibha Patel, Bhavin Patel:
Indexing SURF Features by SVD Based Basis on GPU with Multi-Query Support. 422-433
Intelligent Data Analysis and Prediction
- Waleed Halboob, Haider Abbas
Dynamically Changing Service Level Agreements (SLAs) Management in Cloud Computing. 434-443 - Jingjing Zhao, Xingtong Liu, Afeng Yang, Chun Du:
Foundry Material Design with Artificial Intelligence. 444-455
Intelligent Agent and Web Applications
- Feng Li, Ying Wei:
An Intelligent Agent Simulation Model to Evaluate Herd Behavior and Sales Effort in a Duopoly Market. 456-465 - Qingchun Hu, Yong Huang, Yi Li:
A "Content-Behavior" Learner Model for Adaptive Learning System. 466-474 - Keyur Parmar
Aggregate MAC Based Authentication for Secure Data Aggregation in Wireless Sensor Networks. 475-483
Intelligent Fault Diagnosis
- Sheng Ding, Bo Li, Xiaowei Fu:
Active Learning Methods for Classification of Hyperspectral Remote Sensing Image. 484-491 - Amirhossein Ghods
Time to Fault Minimization for Induction Motors Using Wavelet Transform. 492-499
Knowledge Representation/Reasoning
- Tanapon Tantisripreecha, Ken Satoh, Nuanwan Soonthornphisaj:
Legal Reasoning Engine for Civil Court Procedure. 500-512 - Vitoantonio Bevilacqua
A Multimodal Fingers Classification for General Interactive Surfaces. 513-521 - Xin Wang, Zhijun Gao, Yanhui Fang, Shuai Yuan, Haoxuan Zhao, Wei Gong, Minghao Qiu, Qiang Liu:
A Signal Modulation Type Recognition Method Based on Kernel PCA and Random Forest in Cognitive Network. 522-528
Knowledge Discovery and Data Mining
- Lei Yang, Jue Wu, Lingxi Peng, Feng Liu:
Privacy-Preserving Data Mining Algorithm Based on Modified Particle Swarm Optimization. 529-541 - Ming Li, Chunhong Zhang, Li Sun, Xianlei Shao:
Topic Extraction Based on Knowledge Cluster in the Field of Micro-blog. 542-550 - Xiao Sun
Multi-strategy Based Sina Microblog Data Acquisition for Opinion Mining. 551-560 - Qinhua Huang, Weimin Ouyang:
Mining Longest Frequent Patterns with Low-Support Items. 561-570 - Jun Zhou, Qinpei Zhao, Hongyu Li:
Integrating Time Stamps into Discovering the Places of Interest. 571-580 - Xiaomei Yu, Hong Wang, Xiangwei Zheng:
A Hybrid Solution of Mining Frequent Itemsets from Uncertain Database. 581-590 - Bo Yan, Ye Zhang, Zijiang Yang, Hongyi Su, Hong Zheng:
DVT-PKM: An Improved GPU Based Parallel K-Means Algorithm. 591-601 - Mohammed Abbas Kadhim
A Multi-Intelligent Agent for Knowledge Discovery in Database (MIAKDD): Cooperative Approach with Domain Expert for Rules Extraction. 602-614
Natural Language Processing and Computational Linguistics
- Yanwei Bao, Changqin Quan
The Role of Pre-processing in Twitter Sentiment Analysis. 615-624 - Lijuan Wang, Changqin Quan
Construction of a Chinese Emotion Lexicon from Ren-CECps. 625-634 - Lu Kong, Fuji Ren, Xiao Sun
Word Frequency Statistics Model for Chinese Base Noun Phrase Identification. 635-644 - Yan Jin, Lisi Wei, Yugen Yi
Structure Constrained Discriminative Non-negative Matrix Factorization for Feature Extraction. 645-657
Next-Gen Sequencing and Metagenomics
- Chao Yan, Haitao Li, Ai-Xin Guo, Wen Sha, Chun-Hou Zheng:
Simulated Annealing Based Algorithm for Mutated Driver Pathways Detecting. 658-663
Special Session on Intelligent Computing in Scheduling and Engineering Optimization
- Peng Zhang, Ling Wang:
Grouped Fruit-Fly Optimization Algorithm for the No-Wait Lot Streaming Flow Shop Scheduling. 664-674 - Shao-Feng Chen, Bin Qian
An Enhanced Estimation of Distribution Algorithm for No-Wait Job Shop Scheduling Problem with Makespan Criterion. 675-685 - Shao-Feng Chen, Bin Qian, Bo Liu, Rong Hu, Chang-Sheng Zhang:
Bayesian Statistical Inference-Based Estimation of Distribution Algorithm for the Re-entrant Job-Shop Scheduling Problem with Sequence-Dependent Setup Times. 686-696 - Shengyao Wang, Ling Wang:
An Effective Estimation of Distribution Algorithm for Multi-track Train Scheduling Problem. 697-708
Special Session on Advanced Modeling, Control and Optimization Techniques for Complex Engineering Systems
- Minghui Zhang, Jinchen Zhou:
Construction of Basic Education Cloud Computing Platform Based on Virtualization Technology. 709-716 - Zhile Yang, Kang Li, Yuanjun Guo:
A New Compact Teaching-Learning-Based Optimization Method. 717-726 - Yifan Luo, Ning Li, Shaoyuan Li:
ANFIS Modeling of PMV Based on Hierarchical Fuzzy System. 727-738 - Xue Li, Xiong Zhang, Dajun Du
Static Security Risk Assessment with Branch Outage Considering the Dependencies among Input Variables. 739-750 - Yanchao Sun, Huixiang Ling, Chuanjiang Li, Guangfu Ma, Wenrui Zhao:
On Spacecraft Relative Orbital Motion Based on Main-Flying Direction Method. 751-762
Special Session on Complex Networks and Their Applications
- Si Liu, Cong Feng, Ming-Sheng Hu, Zhi-Juan Jia:
Community Detection Method of Complex Network Based on ACO Pheromone of TSP. 763-770 - Si Liu, Cong Feng, Zhi-Juan Jia, Ming-Sheng Hu:
Complex Network Construction Method of Disaster Regional Association Based on Optimized Compressive Sensing. 771-778 - Suimin Jia, Yun-Ye Wang, Cong Feng, Zhijuan Jia, Ming-Sheng Hu:
Cascading Failures in Power Grid under Three Node Attack Strategies. 779-786 - Zhi-Juan Jia, Yu Zhang, Cong Feng, Ming-Sheng Hu:
Dynamical Distribution of Capacities Strategy for Suppressing Cascading Failure in Power Grid. 787-794 - Fengli Ren, Hongyong Zhao:
Pinning Control of Asymmetrically Coupled Complex Dynamical Network with Heterogeneous Delays. 795-807 - Xiaobing Gan, Junbiao Kuang, Ben Niu:
Particle Swarm Optimizations for Multi-type Vehicle Routing Problem with Time Windows. 808-815
Special Session on Time Series Forecasting and Analysis Using Artificial Neural Networks
- David C. Reid
Prediction of Physical Time Series Using Spiking Neural Networks. 816-824 - Rentian Huang, Hissam Tawfik, Abir Jaafar Hussain, Haya Al-Askar:
The Application of Artificial Immune Systems for the Prediction of Premature Delivery. 825-833
Special Session on Computer Human Interaction Using Multiple Visual Cues and Intelligent Computing
- Prashan Premaratne
Dynamic Hand Gesture Recognition Framework. 834-845
Special Session on Biometric System and Security for Intelligent Computing
- Kamlesh Tiwari, Phalguni Gupta:
No-Reference Fingerprint Image Quality Assessment. 846-854
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