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ICIC 2017: Liverpool, UK
- De-Shuang Huang, Vitoantonio Bevilacqua, Prashan Premaratne, Phalguni Gupta:
Intelligent Computing Theories and Application - 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10361, Springer 2017, ISBN 978-3-319-63308-4
Evolutionary Computation and Learning
- Fuxing Zhang, Tao Zhang
, Rui Wang
Gbest-Guided Covariance Matrix Adaptation Evolution Strategy for Large Scale Global Optimization. 3-13 - Weisen Tang, Hai-Lin Liu, Lei Chen:
A Fast Approximate Hypervolume Calculation Method by a Novel Decomposition Strategy. 14-25 - Raghad Al-Shabandar, Abir Hussain, Andy Laws
Towards the Differentiation of Initial and Final Retention in Massive Open Online Courses. 26-36 - Xianghong Lin, Fanqi Shen, Kun Liu:
An Evolutionary Algorithm for Autonomous Agents with Spiking Neural Networks. 37-47 - Chunmei Zhang, Xingjuan Cai
Sparse Reconstruction with Bat Algorithm and Orthogonal Matching Pursuit. 48-56 - Tianwen Huang
Data Transfer and Extension for Mining Big Meteorological Data. 57-66
Neural Networks
- Qing Liu, Ningyu Zhang, Wenzhu Yang, Sile Wang, Zhenchao Cui, Xiangyang Chen, Liping Chen:
A Review of Image Recognition with Deep Convolutional Neural Network. 69-80 - Ahmed Sulaiman M. Alharbi
Enhance a Deep Neural Network Model for Twitter Sentiment Analysis by Incorporating User Behavioral Information. 81-88 - Xianghong Lin, Ying Li, Jichang Zhao:
Topological Structure Analysis of Developmental Spiking Neural Networks. 89-100 - Yixin Li, Jinwen Ma:
A Unified Deep Neural Network for Scene Text Detection. 101-112 - Bin Sun, Naiqin Feng:
Exploring the New Application of Morphological Neural Networks. 113-120 - Qing-Hua Ling, Yuqing Song, Fei Han, Hu Lu:
An Improved Evolutionary Random Neural Networks Based on Particle Swarm Optimization and Input-to-Output Sensitivity. 121-127
Nature Inspired Computing and Optimization
- Kiwon Yeom:
Evolutionary Metaphor of Genetic Encoding for Self-organizable Robots. 131-139 - Kiwon Yeom:
Hybrid Coordinating Algorithm for Flying Robots. 140-151
Signal Processing
- Yingda Wei, Qingfang Meng, Haihong Liu, Mingmin Liu, Hanyong Zhang:
A Method to Detecting Ventricular Tachycardia and Ventricular Fibrillation Based on Symbol Entropy and Wavelet Analysis. 155-164 - Feng Yan, Fei Wang
Saliency-Guided Smoothing for 3D Point Clouds. 165-174
Pattern Recognition
- Zhigang Jia, Sitao Ling, Meixiang Zhao:
Color Two-Dimensional Principal Component Analysis for Face Recognition Based on Quaternion Model. 177-189 - Li Shang, Yan Zhou, Zhan-Li Sun:
Image Recognition Using Local Features Based NNSC Model. 190-199 - Yi-Liang Nie, Ji-Xiang Du, Wentao Fan
A Hashing Image Retrieval Method Based on Deep Learning and Local Feature Fusion. 200-210 - Maying Shen, Xinghao Jiang, Tanfeng Sun:
Anomaly Detection by Analyzing the Pedestrian Behavior and the Dynamic Changes of Behavior. 211-222 - Wenjun Hu, Xinmin Cheng, Yunliang Jiang, Kup-Sze Choi
Locality Preserving Projections with Adaptive Neighborhood Size. 223-234 - Jin Li, Shu-Lin Wang, Jingjing Wang:
Research on Feature Selection and Predicting ALS Disease Progression. 235-246 - Panling Qu, Hui Zhang, Li Zhuo, Jing Zhang
Automatic Tongue Image Segmentation for Traditional Chinese Medicine Using Deep Neural Network. 247-259 - Bing Hu, Zhixin Sun:
P2P Traffic Identification Method Based on Traffic Statistical Characteristics. 260-272 - Zhihui Fu, Dan Chen, Hongyu Li:
ChinFood1000: A Large Benchmark Dataset for Chinese Food Recognition. 273-281 - Shanwen Zhang, Chuanlei Zhang:
Plant Species Recognition Based on Deep Convolutional Neural Networks. 282-289
Biometrics Recognition
- Lasker Ershad Ali, Junfeng Luo, Jinwen Ma:
Effective Iris Recognition for Distant Images Using Log-Gabor Wavelet Based Contourlet Transform Features. 293-303 - Ting Yu, Xiaodong Gu:
Facial Expression Recognition Using Double-Stage Sample-Selected SVM. 304-315
Image Processing
- Li Shang, Yan Zhou, Zhanli Sun:
MMW Image Restoration Using the Combination Method of Modified Fuzzy RBFNN and Sparse Representation. 319-328 - Haihong Liu, Qingfang Meng, Qiang Zhang, Yingda Wei, Mingmin Liu, Hanyong Zhang:
A Novel Detection of Ventricular Tachycardia and Fibrillation Based on Degree Centrality of Complex Network. 329-337 - Guimin Lin, Qingxiang Wu, Xixian Huang, Lida Qiu, Xiyao Chen:
Deep Convolutional Networks-Based Image Super-Resolution. 338-344 - Han Huang, Ling-Ying Hou:
Traffic Road Sign Detection and Recognition in Natural Environment Using RGB Color Model. 345-352 - Xinyue Mao, Yufei Chen, Xianhui Liu, Weidong Zhao:
Active Contour Integrating Patch-Level and Pixel-Level Features. 353-365 - Wen-Bo Zhao, Hai-Long Ding:
Study on Prior-Altitude-Locating-Algorithm for Video Target Based on UAV. 366-375 - Shanwei Song, Jing Liu, Changqing Yin:
Data Reduction for Point Cloud Using Octree Coding. 376-383 - Bin Zhou, Dongfang Chen, Xiaofeng Wang:
Seat Belt Detection Using Convolutional Neural Network BN-AlexNet. 384-395 - Kun Liu, Qing Chen, Kun Ma
A Study on Lung Image Retrieval Based on the Vocabulary Tree. 396-407 - Shaozhu Chen, Xiaodong Zhao, Xianhui Liu, Yufei Chen:
A More Robust Active Contour Model with Group Similarity. 408-419 - Xiaochun Wang
A New Infrared and Visible Image Fusion Algorithm in NSCT Domain. 420-431 - Di Wu, Si-Jia Zheng, You-hua Zhang, Zhi-Peng Li:
Methods for Eliminating the Complex Background of Pedestrian Images. 432-441
Information Security
- Kai Li, Mingyu Sun, Lvzhou Li, Juhua Chen:
Image Encryption Algorithms Based on Non-uniform Second-Order Reversible Cellular Automata with Balanced Rules. 445-455
Virtual Reality and Human-Computer Interaction
- Yanbin Shi, Xiaoqi Li, Dantong Ouyang, Hongtao Jiang:
Multimodal Usability of Human-Computer Interaction Based on Task-Human-Computer-Centered Design. 459-468
Business Intelligence and Multimedia Technology
- Junjia Zheng, Tanfeng Sun, Xinghao Jiang, Peisong He:
Double H.264 Compression Detection Scheme Based on Prediction Residual of Background Regions. 471-482
Genetic Algorithms
- Jiting Li, Sheng Zhang, Zhan Zheng, Lining Xing, Ren-Jie He:
Research on Multi-UAV Loading Multi-type Sensors Cooperative Reconnaissance Task Planning Based on Genetic Algorithm. 485-500 - Ning Li:
Discriminative Motif Elicitation via Maximization of Statistical Overpresentation. 501-512
Biomedical Informatics Theory and Methods
- Wenxuan Xu, Wenzheng Bao, Lin Yuan, Zhichao Jiang:
DSD-SVMs: Human Promoter Recognition Based on Multiple Deep Divergence Features. 515-526 - Wenxuan Xu, Wenzheng Bao, Lin Yuan, Zhichao Jiang:
MD-MSVMs: A Human Promoter Recognition Method Based on Single Nucleotide Statistics and Multilayer Decision. 527-538 - Zhichao Jiang, Zhen Shen, Wenzheng Bao:
A Novel Computational Method for MiRNA-Disease Association Prediction. 539-547
Particle Swarm Optimization and Niche Technology
- Na Geng, Dun-Wei Gong, Yong Zhang
Petri Net Model and Its Optimization for the Problem of Robot Rescue Path Planning. 551-563
Swarm Intelligence and Optimization
- K. K. H. Ng
Aircraft Scheduling Considering Discrete Airborne Delay and Holding Pattern in the Near Terminal Area. 567-576 - Xiaoyue Fu, Felix T. S. Chan
Minimization of Makespan Through Jointly Scheduling Strategy in Production System with Mould Maintenance Consideration. 577-586 - Junfang Li, Mingwei Sun, Zenghui Wang
Chaotic Optimization of Tethered Kites for Wind Energy Generator. 587-599 - Wenyan Wang, Kun Lu, Rui Hong, Peng Chen
A Machine Vision Method for Automatic Circular Parts Detection Based on Optimization Algorithm. 600-611 - Geng Zhang, Yangmin Li
Univariate Gaussian Model for Multimodal Inseparable Problems. 612-623 - Bing Zeng, Liang Gao, Xinyu Li:
Whale Swarm Algorithm for Function Optimization. 624-639 - Yi Liu, Mao Feng, Sabina Shahbazzade:
The Container Truck Route Optimization Problem by the Hybrid PSO-ACO Algorithm. 640-648 - Wenjun Wang, Hui Wang, Jia Zhao, Li Lv:
A New Adaptive Firefly Algorithm for Solving Optimization Problems. 649-657 - Yan Jiang, Fei Han:
A Hybrid Algorithm of Adaptive Particle Swarm Optimization Based on Adaptive Moment Estimation Method. 658-667 - Pan-Pan Du, Fei Han:
An Improved Multi-swarm Particle Swarm Optimization Based on Knowledge Billboard and Periodic Search Mechanism. 668-678
Independent Component Analysis
- Md. Shamim Reza
Quantile Kurtosis in ICA and Integrated Feature Extraction for Classification. 681-692
Compressed Sensing and Sparse Coding
- Qing Yan, Yun Ding, Jing-Jing Zhang, Li-Na Xun, Chun-Hou Zheng:
Similarity Matrix Construction Methods in Sparse Subspace Clustering Algorithm for Hyperspectral Imagery Clustering. 695-700
Natural Computing
- Jingwen Pei, Maomao, Jiayin Wang:
A Fast Optimization Algorithm for K-Coverage Problem. 703-714
Intelligent Computing in Computer Vision
- Wahyono
Human Carrying Baggage Classification Using Transfer Learning on CNN with Direction Attribute. 717-724 - Yan Wu
Fully Combined Convolutional Network with Soft Cost Function for Traffic Scene Parsing. 725-731
Computational Intelligence and Security for Image Applications in Social Network
- Zhong-Qiu Zhao, Haiman Bian, Donghui Hu, Wenjuan Cheng, Hervé Glotin:
Pedestrian Detection Based on Fast R-CNN and Batch Normalization. 735-746
Neural Networks: Theory and Application
- Huijie Shang, Rongbin Xu, Dong Wang:
Dynamic Analysis and Simulation for Two Different Chaos-Like Stochastic Neural Firing Patterns Observed in Real Biological System. 749-757 - Dayuan Li, Zhipeng Li, Youhua Zhang:
Smooth Multi-instance Learning for Object Detection. 758-767 - Fengyang Sun
A Novel Method for Generating Benchmark Functions Using Recurrent Neural Network. 768-773 - Hao Teng, Yuehui Chen, Shixian Wang:
Optimization of Neural Tree Based on Good Point Set. 774-785 - Juan Carlos Figueroa García, Eduyn López-Santana, Carlos Alberto Franco-Franco:
A Three-Step Deep Neural Network Methodology for Exchange Rate Forecasting. 786-795 - Shanshan Wang, Zhenxiang Chen, Xiaomei Li, Lin Wang, Ke Ji, Chuan Zhao:
Android Malware Clustering Analysis on Network-Level Behavior. 796-807
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