Computational Intelligence and Intelligent Systems: 7th International Symposium, ISICA 2015, Guangzhou, China, November 21-22, 2015, Revised Selected Papers

Front Matter....Pages I-XV
Front Matter....Pages 1-1
A Hybrid Group Search Optimizer with Opposition-Based Learning and Differential Evolution....Pages 3-12
A New Firefly Algorithm with Local Search for Numerical Optimization....Pages 13-22
A New Trend Peak Algorithm with X-ray Image for Wheel Hubs Detection and Recognition....Pages 23-31
Community Detection Based on an Improved Genetic Algorithm....Pages 32-39
Selecting Training Samples from Large-Scale Remote-Sensing Samples Using an Active Learning Algorithm....Pages 40-51
Coverage Optimization for Wireless Sensor Networks by Evolutionary Algorithm....Pages 52-63
Combining Dynamic Constrained Many-Objective Optimization with DE to Solve Constrained Optimization Problems....Pages 64-73
Executing Time and Cost-Aware Task Scheduling in Hybrid Cloud Using a Modified DE Algorithm....Pages 74-83
A Novel Differential Evolution Algorithm Based on JADE for Constrained Optimization....Pages 84-94
A New Ant Colony Classification Mining Algorithm....Pages 95-106
A Dynamic Search Space Strategy for Swarm Intelligence....Pages 107-115
Adaptive Mutation Opposition-Based Particle Swarm Optimization....Pages 116-128
Quick Convergence Algorithm of ACO Based on Convergence Grads Expectation....Pages 129-138
A New GEP Algorithm and Its Applications in Vegetable Price Forecasting Modeling Problems....Pages 139-149
An Optimized Clustering Algorithm Using Improved Gene Expression Programming....Pages 150-160
Predicting Acute Hypotensive Episodes Based on Multi GP....Pages 161-170
Research on Evolution Mechanism in Different-Structure Module Redundancy Fault-Tolerant System....Pages 171-180
Front Matter....Pages 181-181
Application of Neural Network for Human Actions Recognition....Pages 183-191
The Improved Evaluation of Virtual Resources’ Performance Algorithm Based on Computer Clusters....Pages 192-201
Bayesian Optimization Algorithm Based on Incremental Model Building....Pages 202-209
Front Matter....Pages 181-181
An Improved DBOA Based on Estimation of Model Similarity....Pages 210-218
Person Re-identification Based on Part Feature Specificity....Pages 219-229
A Gaussian Process Based Method for Antenna Design Optimization....Pages 230-240
An Improved Algorithm of Watermark Preprocessing Based on Arnold Transformation and Chaotic Map....Pages 241-247
An Agent-Based Model for Intervention Planning Among Communities During Epidemic Outbreaks....Pages 248-255
The Comparisons Between the Improved Numerical Mode-Matching Method (NMM) and the Traditional NMM Using for Resistivity Logging....Pages 256-263
Negative Correlation Learning with Difference Learning....Pages 264-274
SURF Feature Description of Color Image Based on Gaussian Model....Pages 275-283
Front Matter....Pages 285-285
An Improved Adaptive Hexagon and Small Diamond Search....Pages 287-293
A Research of Virtual Machine Resource Scheduling Strategy Based on Cloud Computing....Pages 294-304
Multiple DAGs Workflow Scheduling Algorithm Based on Reinforcement Learning in Cloud Computing....Pages 305-311
An Improved Parallel K-Means Algorithm Based on Cloud Computing....Pages 312-320
Research on the Integration of Spatial Data Service Based on Geographic Service....Pages 321-328
Predicting Maritime Groundings Using Support Vector Data Description Model....Pages 329-334
Estimating Parameters of Van Genuchten Equation Based on Teaching-Learning-Based Optimization Algorithm....Pages 335-342
Analysis of Network Management and Monitoring Using Cloud Computing....Pages 343-352
A Game-Theoretic Approach to Network Embedded FEC over Large-Scale Networks....Pages 353-364
The Research on Large Scale Data Set Clustering Algorithm Based on Tag Set....Pages 365-372
Partitioned Parallelization of MOEA/D for Bi-objective Optimization on Clusters....Pages 373-381
A Double Weighted Naive Bayes for Multi-label Classification....Pages 382-389
Front Matter....Pages 285-285
An Improved Keyword Search on Big Data Graph with Graphics Processors....Pages 390-397
Front Matter....Pages 399-399
Rural Micro-credit Decision Model Based on Principle of Risk Control....Pages 401-408
A Video Deduplication Scheme with Privacy Preservation in IoT....Pages 409-417
Accurate 3D Reconstruction of Face Image Based on Photometric Stereo....Pages 418-423
Business Process Merging Based on Topic Cluster and Process Structure Matching....Pages 424-434
The BPSO Based Complex Splitting of Context-Aware Recommendation....Pages 435-444
A Method for Calculating the Similarity of Web Pages Based on Financial Ontology....Pages 445-455
An Expert System for Tractor Fault Diagnosis Based on Ontology and Web....Pages 456-463
A Kuramoto Model Based Approach to Extract and Assess Influence Relations....Pages 464-473
PEMM: A Privacy-Aware Data Aggregation Solution for Mobile Sensing Networks....Pages 474-482
SmartNV: Smart Network Virtualization Based on SDN....Pages 483-488
Image Feature Extract and Performance Analysis Based on Slant Transform....Pages 489-494
Offline Video Object Retrieval Method Based on Color Features....Pages 495-505
A Traffic-Congestion Detection Method for Bad Weather Based on Traffic Video....Pages 506-518
Uncertainty-Based Sample Optimization Strategies for Large Forest Samples Set....Pages 519-530
A PCB Short Circuit Locating Scheme Based on Near Field Magnet Specific Point Detecting....Pages 531-540
Prosodic Features Based Text-dependent Speaker Recognition with Short Utterance....Pages 541-552
User Oriented Semi-automatic Method of Constructing Domain Ontology....Pages 553-561
Research and Implementation for Rural Medical Information Extraction Method....Pages 562-571
A Finger Vein Recognition Algorithm Using Feature Block Fusion and Depth Neural Network....Pages 572-583
Front Matter....Pages 399-399
A New Process Meta-model for Convenient Process Reconfiguration....Pages 584-595
Efficient ORAM Based on Binary Tree without Data Overflow and Evictions....Pages 596-607
A Novel WDM-PON Based on Quantum Key Distribution FPGA Controller....Pages 608-618
New Security Challenges in the 5G Network....Pages 619-630
A Method of Network Security Situation Assessment Based on Hidden Markov Model....Pages 631-639
Chaotic Secure Communication Based on Synchronization Control of Chaotic Pilot Signal....Pages 640-647
The Privacy Protection Search of Spam Firewall....Pages 648-658
Study on Joint Procurement of Auto Parts Business Partner Selection....Pages 659-664
Research on Ontology-Based Knowledge Modeling of Design for Complex Product....Pages 665-671
Learning-Based Privacy-Preserving Location Sharing....Pages 672-682
A Two-Lane Cellular Automata Traffic Model Under Three-Phase Traffic Theory....Pages 683-688
Research on Knowledge Association and Reasoning of Product Design....Pages 689-695
Channel Power Control of Genetic-Nonlinear Algorithm Based on Impairment Aware in Optical Network....Pages 696-703
Optimal Low-Hit-Zone Frequency-Hopping Sequence Set via Cyclotomy....Pages 704-711
USPD Doubling or Declining in Next Decade Estimated by WASD Neuronet Using Data as of October 2013....Pages 712-723
Prediction on Internet Safety Situation of Relevance Vector Machine about GP-RVM Kernel Function....Pages 724-733
Back Matter....Pages 735-737