Intelligent Computing Theories and Application: 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part I

Front Matter....Pages I-XXI
Front Matter....Pages 1-1
Gbest-Guided Covariance Matrix Adaptation Evolution Strategy for Large Scale Global Optimization....Pages 3-13
A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy....Pages 14-25
Towards the Differentiation of Initial and Final Retention in Massive Open Online Courses....Pages 26-36
An Evolutionary Algorithm for Autonomous Agents with Spiking Neural Networks....Pages 37-47
Sparse Reconstruction with Bat Algorithm and Orthogonal Matching Pursuit....Pages 48-56
Data Transfer and Extension for Mining Big Meteorological Data....Pages 57-66
Front Matter....Pages 67-67
A Review of Image Recognition with Deep Convolutional Neural Network....Pages 69-80
Enhance a Deep Neural Network Model for Twitter Sentiment Analysis by Incorporating User Behavioral Information....Pages 81-88
Topological Structure Analysis of Developmental Spiking Neural Networks....Pages 89-100
A Unified Deep Neural Network for Scene Text Detection....Pages 101-112
Exploring the New Application of Morphological Neural Networks....Pages 113-120
An Improved Evolutionary Random Neural Networks Based on Particle Swarm Optimization and Input-to-Output Sensitivity....Pages 121-127
Front Matter....Pages 129-129
Evolutionary Metaphor of Genetic Encoding for Self-organizable Robots....Pages 131-139
Hybrid Coordinating Algorithm for Flying Robots....Pages 140-151
Front Matter....Pages 153-153
A Method to Detecting Ventricular Tachycardia and Ventricular Fibrillation Based on Symbol Entropy and Wavelet Analysis....Pages 155-164
Saliency-Guided Smoothing for 3D Point Clouds....Pages 165-174
Front Matter....Pages 175-175
Color Two-Dimensional Principal Component Analysis for Face Recognition Based on Quaternion Model....Pages 177-189
Image Recognition Using Local Features Based NNSC Model....Pages 190-199
A Hashing Image Retrieval Method Based on Deep Learning and Local Feature Fusion....Pages 200-210
Anomaly Detection by Analyzing the Pedestrian Behavior and the Dynamic Changes of Behavior....Pages 211-222
Front Matter....Pages 175-175
Locality Preserving Projections with Adaptive Neighborhood Size....Pages 223-234
Research on Feature Selection and Predicting ALS Disease Progression....Pages 235-246
Automatic Tongue Image Segmentation for Traditional Chinese Medicine Using Deep Neural Network....Pages 247-259
P2P Traffic Identification Method Based on Traffic Statistical Characteristics....Pages 260-272
ChinFood1000: A Large Benchmark Dataset for Chinese Food Recognition....Pages 273-281
Plant Species Recognition Based on Deep Convolutional Neural Networks....Pages 282-289
Front Matter....Pages 291-291
Effective Iris Recognition for Distant Images Using Log-Gabor Wavelet Based Contourlet Transform Features....Pages 293-303
Facial Expression Recognition Using Double-Stage Sample-Selected SVM....Pages 304-315
Front Matter....Pages 317-317
MMW Image Restoration Using the Combination Method of Modified Fuzzy RBFNN and Sparse Representation....Pages 319-328
A Novel Detection of Ventricular Tachycardia and Fibrillation Based on Degree Centrality of Complex Network....Pages 329-337
Deep Convolutional Networks-Based Image Super-Resolution....Pages 338-344
Traffic Road Sign Detection and Recognition in Natural Environment Using RGB Color Model....Pages 345-352
Active Contour Integrating Patch-Level and Pixel-Level Features....Pages 353-365
Study on Prior-Altitude-Locating-Algorithm for Video Target Based on UAV....Pages 366-375
Data Reduction for Point Cloud Using Octree Coding....Pages 376-383
Seat Belt Detection Using Convolutional Neural Network BN-AlexNet....Pages 384-395
A Study on Lung Image Retrieval Based on the Vocabulary Tree....Pages 396-407
A More Robust Active Contour Model with Group Similarity....Pages 408-419
A New Infrared and Visible Image Fusion Algorithm in NSCT Domain....Pages 420-431
Methods for Eliminating the Complex Background of Pedestrian Images....Pages 432-441
Front Matter....Pages 443-443
Image Encryption Algorithms Based on Non-uniform Second-Order Reversible Cellular Automata with Balanced Rules....Pages 445-455
Front Matter....Pages 457-457
Multimodal Usability of Human-Computer Interaction Based on Task-Human-Computer-Centered Design....Pages 459-468
Front Matter....Pages 469-469
Double H.264 Compression Detection Scheme Based on Prediction Residual of Background Regions....Pages 471-482
Front Matter....Pages 483-483
Research on Multi-UAV Loading Multi-type Sensors Cooperative Reconnaissance Task Planning Based on Genetic Algorithm....Pages 485-500
Discriminative Motif Elicitation via Maximization of Statistical Overpresentation....Pages 501-512
Front Matter....Pages 513-513
DSD-SVMs: Human Promoter Recognition Based on Multiple Deep Divergence Features....Pages 515-526
MD-MSVMs: A Human Promoter Recognition Method Based on Single Nucleotide Statistics and Multilayer Decision....Pages 527-538
A Novel Computational Method for MiRNA-Disease Association Prediction....Pages 539-547
Front Matter....Pages 549-549
Petri Net Model and Its Optimization for the Problem of Robot Rescue Path Planning....Pages 551-563
Front Matter....Pages 565-565
Aircraft Scheduling Considering Discrete Airborne Delay and Holding Pattern in the Near Terminal Area....Pages 567-576
Minimization of Makespan Through Jointly Scheduling Strategy in Production System with Mould Maintenance Consideration....Pages 577-586
Chaotic Optimization of Tethered Kites for Wind Energy Generator....Pages 587-599
A Machine Vision Method for Automatic Circular Parts Detection Based on Optimization Algorithm....Pages 600-611
Univariate Gaussian Model for Multimodal Inseparable Problems....Pages 612-623
Whale Swarm Algorithm for Function Optimization....Pages 624-639
The Container Truck Route Optimization Problem by the Hybrid PSO-ACO Algorithm....Pages 640-648
A New Adaptive Firefly Algorithm for Solving Optimization Problems....Pages 649-657
A Hybrid Algorithm of Adaptive Particle Swarm Optimization Based on Adaptive Moment Estimation Method....Pages 658-667
An Improved Multi-swarm Particle Swarm Optimization Based on Knowledge Billboard and Periodic Search Mechanism....Pages 668-678
Front Matter....Pages 679-679
Quantile Kurtosis in ICA and Integrated Feature Extraction for Classification....Pages 681-692
Front Matter....Pages 693-693
Similarity Matrix Construction Methods in Sparse Subspace Clustering Algorithm for Hyperspectral Imagery Clustering....Pages 695-700
Front Matter....Pages 701-701
A Fast Optimization Algorithm for K-Coverage Problem....Pages 703-714
Front Matter....Pages 715-715
Human Carrying Baggage Classification Using Transfer Learning on CNN with Direction Attribute....Pages 717-724
Fully Combined Convolutional Network with Soft Cost Function for Traffic Scene Parsing....Pages 725-731
Front Matter....Pages 733-733
Pedestrian Detection Based on Fast R-CNN and Batch Normalization....Pages 735-746
Front Matter....Pages 747-747
Dynamic Analysis and Simulation for Two Different Chaos-Like Stochastic Neural Firing Patterns Observed in Real Biological System....Pages 749-757
Smooth Multi-instance Learning for Object Detection....Pages 758-767
A Novel Method for Generating Benchmark Functions Using Recurrent Neural Network....Pages 768-773
Optimization of Neural Tree Based on Good Point Set....Pages 774-785
A Three-Step Deep Neural Network Methodology for Exchange Rate Forecasting....Pages 786-795
Android Malware Clustering Analysis on Network-Level Behavior....Pages 796-807
Back Matter....Pages 809-815