Intelligent Computing Theories and Application: 15th International Conference, ICIC 2019, Nanchang, China, August 3–6, 2019, Proceedings, Part I

Front Matter ....Pages i-xxxv
 Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search  (Md. Azizur Rahman, Jinwen Ma)....Pages 1-13
 An Evolutionary Algorithm Based on Multi-operator Ensemble for Multi-objective Optimization  (Chao Wang, Ran Xu, Xingyi Zhang)....Pages 14-24
 Water Evaporation Optimization Algorithm Based on Classification and Unbiased Search  (Yanjiao Wang, Xiangyang Che)....Pages 25-34
 A Discrete Sine Cosine Algorithm for Community Detection  (Yongqi Zhao, Feng Zou, Debao Chen)....Pages 35-44
 Automatical Pulmonary Nodule Detection by Feature Contrast Learning  (Jie Chang, Minquan Ye, Naijie Gu, Xiaoci Zhang, Chuanwen Lin, Hong Ye)....Pages 45-53
 Unsupervised Cross-Domain Person Re-identification Based on Style Transfer  (Yanwen Chong, Chengwei Peng, Jingjing Zhang, Shaoming Pan)....Pages 54-64
 Improving Object Detection by Deep Networks with Class-Related Features  (Shoutao Xu, Zhong-Qiu Zhao)....Pages 65-76
 Dynamic Neural Network for Business and Market Analysis  (Javier de Arquer Rilo, Abir Hussain, May Al-Taei, Thar Baker, Dhiya Al-Jumeily)....Pages 77-87
 ψ-type Synchronization of Memristor-Based Competitive Neural Networks with Time-Varying Delays via Nonlinear Feedback Control  (Yue Chen, Zhenkun Huang, Chao Chen)....Pages 88-97
 A Computer Immune Optimization Algorithm Based on Group Evolutionary Strategy  (Fan Yang, Hua-li Zhang, Lu Peng)....Pages 98-110
 Sound Field Reproduction in Reverberant Room Using the Alternating Direction Method of Multipliers Based Lasso and Regularized Least-Square  (Jiaming Zhang, Maoshen Jia, Changchun Bao, Qi Wang)....Pages 111-120
 Improvement of Image Reconstruction Algorithm Based on CS  (Tongxu Zhou, Li Wang)....Pages 121-130
 Automatic Badminton Action Recognition Using CNN with Adaptive Feature Extraction on Sensor Data  (Ya Wang, Weichuang Fang, Jinwen Ma, Xiangchen Li, Albert Zhong)....Pages 131-143
 A Deep Learning Model for Multi-label Classification Using Capsule Networks  (Diqi Pan, Yonggang Lu, Peiyu Kang)....Pages 144-155
 Bundled Round Bars Counting Based on Iteratively Trained SVM  (Chang Liu, Liyao Zhu, Xin Zhang)....Pages 156-165
 Combining LSTM Network Model and Wavelet Transform for Predicting Self-interacting Proteins  (Zhan-Heng Chen, Zhu-Hong You, Li-Ping Li, Zhen-Hao Guo, Peng-Wei Hu, Han-Jing Jiang)....Pages 166-174
 Coarse-to-Fine Supervised Descent Method for Face Alignment  (Xijing Zhu, Zhong-Qiu Zhao, Weidong Tian)....Pages 175-186
 Prediction of Chemical Oxygen Demand in Sewage Based on Support Vector Machine and Neural Network  (Jian Zhou, Qian-Jing Huang, Xiao-Feng Wang, Le Zou)....Pages 187-196
 Relaxed 2-D Principal Component Analysis by Lp Norm for Face Recognition  (Xiao Chen, Zhigang Jia, Yunfeng Cai, Meixiang Zhao)....Pages 197-207
 Palm Recognition Using the Adaptive LWT Based Sparse Representation Method  (Li Shang, Yan Zhou, Zhan-li Sun)....Pages 208-217
 Dislocation Theory Based Level Set Image Segmentation  (Fan Zhang, Boyan Zhang, Xinhong Zhang)....Pages 218-227
 Out-of-Stock Detection Based on Deep Learning  (Jun Chen, Shu-Lin Wang, Hong-Li Lin)....Pages 228-237
 A Fractional-Order Variational Residual CNN for Low Dose CT Image Denoising  (Miao Chen, Yi-Fei Pu, Yu-Cai Bai)....Pages 238-249
 CNN-SIFT Consecutive Searching and Matching for Wine Label Retrieval  (Xiaoqing Li, Jiansheng Yang, Jinwen Ma)....Pages 250-261
 Image Denoising via Multiple Images Nonlocally Means and Residual Tensor Decomposition  (Pengfei Guo, Lijuan Shang)....Pages 262-273
 Identification of Apple Tree Trunk Diseases Based on Improved Convolutional Neural Network with Fused Loss Functions  (Jie Hang, Dexiang Zhang, Peng Chen, Jun Zhang, Bing Wang)....Pages 274-283
 Mirror PCA: Exploiting Facial Symmetry for Feature Extraction  (Jian-Xun Mi, Yueru Sun)....Pages 284-295
 Face Image Super-Resolution via Sparse Representation and Local Texture Constraints  (Bao-Cheng Wang, Bo Li)....Pages 296-303
 Convolutional Capsule-Based Network for Person Re-identification  (Andong Li, Di Wu, De-Shuang Huang, Lijun Zhang)....Pages 304-311
 Plant Leaf Recognition Based on Conditional Generative Adversarial Nets  (Zhihao Jiao, Lijun Zhang, Chang-An Yuan, Xiao Qin, Li Shang)....Pages 312-319
 Leaf Recognition Based on Capsule Network  (Yang Zheng, Chang-An Yuan, Li Shang, Zhi-Kai Huang)....Pages 320-325
 Image Segmentation Based on Local Chan-Vese Model Combined with Fractional Order Derivative  (Le Zou, Liang-Tu Song, Xiao-Feng Wang, Yan-Ping Chen, Chao Tang, Chen Zhang)....Pages 326-336
 Deep Learning Based Fluid Segmentation in Retinal Optical Coherence Tomography Images  (Xiaoming Liu, Dong Liu, Bo Li, Shaocheng Wang)....Pages 337-345
 An Authentication Scheme in VANETs Based on Group Signature  (Xinxin Liu, Yanyan Yang, Erfeng Xu, Zhijuan Jia)....Pages 346-355
 Malware Detection in Android System Based on Change Perception  (Hua-li Zhang, Hua-yong Yang, Fan Yang, Wei Jiang)....Pages 356-366
 Model Analysis and Prediction of People’s Travel Behaviors Under no Shared Bicycles  (Guoquan Liu, Wenhui Yi, Zehui Lin, Yiming Chen)....Pages 367-376
 Research on Security Vulnerabilities Based on Artificial Intelligence  (Qian Zhu, Liang Liang)....Pages 377-387
 Privacy Preservation Based on Key Attribute and Structure Generalization of Social Network for Medical Data Publication  (Jie Su, Yi Cao, Yuehui Chen)....Pages 388-399
 EmoSens – The Proposal of System for Recognition of Emotion with SDK Affectiva and Various Sensors  (Martin Magdin, Michal Kohútek, Štefan Koprda, Zoltán Balogh)....Pages 400-411
 Smart-Scrolling: Improving Information Access Performance in Linear Layout Views for Small-Screen Devices  (Chuanyi Liu, Ningning Wu, Hao Mao, Wei Su)....Pages 412-423
 Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)  (Fahad Maqbool, Saad Razzaq, Jens Lehmann, Hajira Jabeen)....Pages 424-435
 EEG-Based Seizure Diagnosis Using Discriminative Fractal Features from Feature Selection  (Su Yang, Gang Li, Jing Lu, Yi Sun, Zhengyu Huang)....Pages 436-447
 Classifying Mixed Patterns of Proteins in High-Throughput Microscopy Images Using Deep Neural Networks  (Enze Zhang, Boheng Zhang, Shaohan Hu, Fa Zhang, Xiaohua Wan)....Pages 448-459
 Integration of Multimodal Data for Breast Cancer Classification Using a Hybrid Deep Learning Method  (Rui Yan, Fei Ren, Xiaosong Rao, Baorong Shi, Tiange Xiang, Lingling Zhang et al.)....Pages 460-469
 Liver Segmentation in CT Images with Adversarial Learning  (Yuxuan Chen, Suiyi Li, Su Yang, Wuyang Luo)....Pages 470-480
 Cascade Dense-Unet for Prostate Segmentation in MR Images  (Suiyi Li, Yuxuan Chen, Su Yang, Wuyang Luo)....Pages 481-490
 A Percolation Algorithm to Discover Emerging Research Topics  (Rong-Qiang Zeng, Li-Yuan Xue)....Pages 491-500
 Designing and Implementing Mobile Robot Navigation Based on Behavioral Programming  (Zuohua Ding, Bing Liu, Haibang Xia)....Pages 501-510
 Weed Recognition in Wheat Field Based on Sparse Representation Classification  (Shanwen Zhang, Xianfeng Wang, Zhen Wang)....Pages 511-519
 Automatic Cloud Segmentation Based on Fused Fully Convolutional Networks  (Jie An, Jingfeng Wu, Jinwen Ma)....Pages 520-528
 Label Propagation Based Semi-supervised Feature Selection to Decode Clinical Phenotype of Huntington’s Disease  (Xue Jiang, Miao Chen, Weidi Wang, Weichen Song, Guan Ning Lin)....Pages 529-542
 Urine Sediment Detection Based on Deep Learning  (Xiao-Tao Xu, Jun Zhang, Peng Chen, Bing Wang, Yi Xia)....Pages 543-552
 Identification of Apple Leaf Diseases Based on Convolutional Neural Network  (Tao Fang, Peng Chen, Jun Zhang, Bing Wang)....Pages 553-564
 Multiomics Data Analysis Using Tensor Decomposition Based Unsupervised Feature Extraction  (Y-h. Taguchi)....Pages 565-574
 Sequence-Based Prediction of Hot Spots in Protein-RNA Complexes Using an Ensemble Approach  (Le Zhao, Sijia Zhang, Junfeng Xia)....Pages 575-582
 Realtime Computer Vision-Based Accurate Vehicle Counting and Speed Estimation for Highways  (C. Shiranthika, P. Premaratne, Z. Zheng, B. Halloran)....Pages 583-592
 Comparison of Various Weighted K-Nearest Neighbor Methods for Positioning Systems Using Visible LED Lights  (Huy Q. Tran, Cheolkeun Ha)....Pages 593-603
 Parameters Optimization for Support Vector Regression Based Indoor Visible Light Localization  (Huy Q. Tran, Cheolkeun Ha)....Pages 604-616
 A Novel Mechanism of Position Update in Multi-objective Particle Swarm Optimization  (Yanmin Liu, Lian Yuan, Aijia Ouyang, Wei Li, Rui Leng, Tao Huang)....Pages 617-625
 A New Multi-objective Particle Swarm Optimization Based on Linear Decreasing Velocity Update Mechanism  (Yanmin Liu, Lian Yuan, Aijia Ouyang, Hongyan Ye, Rui Leng, Tao Huang)....Pages 626-633
 Cluster-Head Selection for Energy-Harvesting IoT Devices in Multi-tier 5G Cellular Networks  (Mario R. Camana, Carla E. Garcia, Insoo Koo)....Pages 634-645
 Segmenting Crop Disease Leaf Image by Modified Fully-Convolutional Networks  (Xian-feng Wang, Zhen Wang, Shan-wen Zhang)....Pages 646-652
 A Recognition Method for Italian Alphabet Gestures Based on Convolutional Neural Network  (Xiaoyu Ji, Qiming Yu, Yunxia Liu, Shan Kong)....Pages 653-664
 Two-Stage Algorithm for Solving Multi-depot Green Vehicle Routing Problem with Time Window  (Yang Li, Bin Qian, Rong Hu, Li-Ping Wu, Bo Liu)....Pages 665-675
 Hybrid Cross-entropy Algorithm for Mixed Model U-shaped Assembly Line Balancing Problem  (Yi-Fan Zheng, Rong Hu, Bin Qian, Ling Wang, Feng-Hong Xiang)....Pages 676-685
 Study on Medical Image Report Generation Based on Improved Encoding-Decoding Method  (Li Sun, Weipeng Wang, Jiyun Li, Jingsheng Lin)....Pages 686-696
 Multi-verse Optimization Algorithm for Solving Two-Dimensional TSP  (Guo Zhou, Wei Pan, Yongquan Zhou)....Pages 697-706
 A Quaternion’s Encoding Sine Cosine Algorithm  (Li Lv, Dengxu He, Miao Lu, Yundi Rao)....Pages 707-718
 A Complex-Valued Encoding Moth-Flame Optimization Algorithm for Global Optimization  (Pengchuan Wang, Yongquan Zhou, Qifang Luo, Chencheng Fan, Zhehong Xiang)....Pages 719-728
 An Enhanced Whale Optimization Algorithm with Simplex Method  (Yanbiao Niu, Zhonghua Tang, Yongquan Zhou, Zhongmin Wang)....Pages 729-738
 BFPA: Butterfly Strategy Flower Pollination Algorithm  (Mengyi Lei, Qifang Luo, Yongquan Zhou, Chengmei Tang, Yuanyuan Gao)....Pages 739-748
 Artificial Neural Network Hyperparameter Optimisation for Network Intrusion Detection  (Marek Pawlicki, Rafał Kozik, Michał Choraś)....Pages 749-760
Back Matter ....Pages 761-768