Intelligent Computing Methodologies: 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings

Front Matter....Pages -
Affective Tutoring System for Android Mobiles....Pages 1-10
Solving Three-Objective Flow Shop Problem with Fast Hypervolume-Based Local Search Algorithm....Pages 11-25
A Learning Automata-Based Singular Value Decomposition and Its Application in Recommendation System....Pages 26-32
A Novel 2-Stage Combining Classifier Model with Stacking and Genetic Algorithm Based Feature Selection....Pages 33-43
Improved Bayesian Network Structure Learning with Node Ordering via K2 Algorithm....Pages 44-55
Combining Multi Classifiers Based on a Genetic Algorithm – A Gaussian Mixture Model Framework....Pages 56-67
A Precise Hard-Cut EM Algorithm for Mixtures of Gaussian Processes....Pages 68-75
Comparison of EM-Based Algorithms and Image Segmentation Evaluation....Pages 76-86
Artificial Curiosity Driven Robots with Spatiotemporal Regularity Discovery Ability....Pages 87-98
The Equivalence Relationship between Kernel Functions Based on SVM and Four-Layer Functional Networks....Pages 99-106
Multiple Kernel Learning Based on Cooperative Clustering....Pages 107-117
Automatic Non-negative Matrix Factorization Clustering with Competitive Sparseness Constraints....Pages 118-125
Fusing Decision Trees Based on Genetic Programming for Classification of Microarray Datasets....Pages 126-134
A Study of Data Classification and Selection Techniques for Medical Decision Support Systems....Pages 135-143
A Reduction SVM Classification Algorithm Based on Adaptive AP Clustering Granulation....Pages 144-153
Learning Automata Based Cooperative Student-Team in Tutorial-Like System....Pages 154-161
Clustering-Based Latent Variable Models for Monocular Non-rigid 3D Shape Recovery....Pages 162-172
Comments-Attached Chinese Microblog Sentiment Classification Based on Machine Learning Technology....Pages 173-184
Evaluation of Resonance in Staff Selection through Multimedia Contents....Pages 185-198
Using Rough Set Theory and Decision Trees to Diagnose Enterprise Distress – Consideration of Corporate Governance Variables....Pages 199-211
Fuzzy Propositional Logic System and Its λ -Resolution....Pages 212-219
Multi-level Linguistic Fuzzy Decision Network Hierarchical Structure Model for MCDM....Pages 220-229
An Edge Sensing Fuzzy Local Information C-Means Clustering Algorithm for Image Segmentation....Pages 230-240
Application of Genetic Algorithm and Fuzzy Gantt Chart to Project Scheduling with Resource Constraints....Pages 241-252
Dynamic Output Feedback Guaranteed Cost Control for T-S Fuzzy Systems with Uncertainties and Time Delays....Pages 253-264
Shape and Color Based Segmentation Using Level Set Framework....Pages 265-270
An Integrated NRSFM Approach for Image Sequences with Small Size....Pages 271-276
Image Super-Resolution Reconstruction Based on Two-Stage Dictionary Learning....Pages 277-284
Position Accuracy Improvement of Robots having Closed-Chain Mechanisms....Pages 285-292
GPU-Based Real-Time Range Image Segmentation....Pages 293-297
Recognition of Human Action and Identification Based on SIFT and Watermark....Pages 298-309
Augmented Reality Surveillance System for Road Traffic Monitoring....Pages 310-317
Effective Palm Tracking with Integrated Tracker and Offline Detector....Pages 318-327
Monocular 3D Shape Recovery of Inextensibility Deformable Surface by Using DE-Based Niching Algorithm with Partial Reinitialization....Pages 328-338
Computer Vision Based Traffic Monitoring System for Multi-track Freeways....Pages 339-349
Robust Pose Estimation Algorithm for Approximate Coplanar Targets....Pages 350-361
A BP Neural Network Predictor Model for Stock Price....Pages 362-368
Plant Leaf Recognition Using Histograms of Oriented Gradients....Pages 369-374
An Implementation of an Intelligent PCE-Agent-Based Multi-domain Optical Network Architecture....Pages 375-384
A Heuristic Virtual Network Mapping Algorithm....Pages 385-395
Fault-Tolerant Control, Fault Diagnosis and Recovery in Runtime of Business Docking Service Composition Flow in the Cloud Environment....Pages 396-408
Ambiguous Proximity Distribution....Pages 409-421
Indexing SURF Features by SVD Based Basis on GPU with Multi-Query Support....Pages 422-433
Dynamically Changing Service Level Agreements (SLAs) Management in Cloud Computing....Pages 434-443
Foundry Material Design with Artificial Intelligence....Pages 444-455
An Intelligent Agent Simulation Model to Evaluate Herd Behavior and Sales Effort in a Duopoly Market....Pages 456-465
A “Content-Behavior” Learner Model for Adaptive Learning System....Pages 466-474
Aggregate MAC Based Authentication for Secure Data Aggregation in Wireless Sensor Networks....Pages 475-483
Active Learning Methods for Classification of Hyperspectral Remote Sensing Image....Pages 484-491
Time to Fault Minimization for Induction Motors Using Wavelet Transform....Pages 492-499
Legal Reasoning Engine for Civil Court Procedure....Pages 500-512
A Multimodal Fingers Classification for General Interactive Surfaces....Pages 513-521
A Signal Modulation Type Recognition Method Based on Kernel PCA and Random Forest in Cognitive Network....Pages 522-528
Privacy-Preserving Data Mining Algorithm Based on Modified Particle Swarm Optimization....Pages 529-541
Topic Extraction Based on Knowledge Cluster in the Field of Micro-blog....Pages 542-550
Multi-strategy Based Sina Microblog Data Acquisition for Opinion Mining....Pages 551-560
Mining Longest Frequent Patterns with Low-Support Items....Pages 561-570
Integrating Time Stamps into Discovering the Places of Interest....Pages 571-580
A Hybrid Solution of Mining Frequent Itemsets from Uncertain Database....Pages 581-590
DVT-PKM: An Improved GPU Based Parallel K-Means Algorithm....Pages 591-601
A Multi-Intelligent Agent for Knowledge Discovery in Database (MIAKDD): Cooperative Approach with Domain Expert for Rules Extraction....Pages 602-614
The Role of Pre-processing in Twitter Sentiment Analysis....Pages 615-624
Construction of a Chinese Emotion Lexicon from Ren-CECps....Pages 625-634
Word Frequency Statistics Model for Chinese Base Noun Phrase Identification....Pages 635-644
Structure Constrained Discriminative Non-negative Matrix Factorization for Feature Extraction....Pages 645-657
Simulated Annealing Based Algorithm for Mutated Driver Pathways Detecting....Pages 658-663
Grouped Fruit-Fly Optimization Algorithm for the No-Wait Lot Streaming Flow Shop Scheduling....Pages 664-674
An Enhanced Estimation of Distribution Algorithm for No-Wait Job Shop Scheduling Problem with Makespan Criterion....Pages 675-685
Bayesian Statistical Inference-Based Estimation of Distribution Algorithm for the Re-entrant Job-Shop Scheduling Problem with Sequence-Dependent Setup Times....Pages 686-696
An Effective Estimation of Distribution Algorithm for Multi-track Train Scheduling Problem....Pages 697-708
Construction of Basic Education Cloud Computing Platform Based on Virtualization Technology....Pages 709-716
A New Compact Teaching-Learning-Based Optimization Method....Pages 717-726
ANFIS Modeling of PMV Based on Hierarchical Fuzzy System....Pages 727-738
Static Security Risk Assessment with Branch Outage Considering the Dependencies among Input Variables....Pages 739-750
On Spacecraft Relative Orbital Motion Based on Main-Flying Direction Method....Pages 751-762
Community Detection Method of Complex Network Based on ACO Pheromone of TSP....Pages 763-770
Complex Network Construction Method of Disaster Regional Association Based on Optimized Compressive Sensing....Pages 771-778
Cascading Failures in Power Grid under Three Node Attack Strategies....Pages 779-786
Dynamical Distribution of Capacities Strategy for Suppressing Cascading Failure in Power Grid....Pages 787-794
Pinning Control of Asymmetrically Coupled Complex Dynamical Network with Heterogeneous Delays....Pages 795-807
Particle Swarm Optimizations for Multi-type Vehicle Routing Problem with Time Windows....Pages 808-815
Prediction of Physical Time Series Using Spiking Neural Networks....Pages 816-824
The Application of Artificial Immune Systems for the Prediction of Premature Delivery....Pages 825-833
Dynamic Hand Gesture Recognition Framework....Pages 834-845
No-Reference Fingerprint Image Quality Assessment....Pages 846-854
Back Matter....Pages -