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

Description

This three-volume set LNCS 10361, LNCS 10362, and LNAI 10363 constitutes the refereed proceedings of the 13th International Conference on Intelligent Computing, ICIC 2017, held in Liverpool, UK, in August 2017. The 212 full papers and 20 short papers of the three proceedings volumes were carefully reviewed and selected from 612 submissions. This first volume of the set comprises 71 papers. The papers are organized in topical sections such as Evolutionary Computation and Learning; Neural Networks; Nature Inspired Computing and Optimization; Signal Processing; Pattern Recognition; Biometrics Recognition; Image Processing; Information Security; Virtual Reality and Human-Computer Interaction; Business Intelligence and Multimedia Technology; Genetic Algorithms; Biomedical Informatics Theory and Methods; Particle Swarm Optimization and Niche Technology; Swarm Intelligence and Optimization; Independent Component Analysis; Compressed Sensing and Sparse Coding; Natural Computing; Intelligent Computing in Computer Vision; Computational Intelligence and Security for Image Applications in Social Network; Neural Networks: Theory and Application. 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