Artificial Intelligence: Second CCF International Conference, ICAI 2019, Xuzhou, China, August 22-23, 2019, Proceedings

Description

This book constitutes the refereed proceedings of the Second CCF International Conference on Artificial Intelligence, CCF-ICAI 2019, held in Xuzhou, China in August, 2019. The 23 papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on ​deep learning, image and video processing, NLP and recommender system, machine learning algorithms, and AI applications. Front Matter ....Pages i-xiii Front Matter ....Pages 1-1 Collaborative Filtering Based on Attention Mechanism (Hongbin Dong, Lei Yang, Kunming Han)....Pages 3-14 Sub-pixel Upsampling Decode Network for Semantic Segmentation (Guanhong Zhang, Muyi Sun, Xiaoguang Zhou)....Pages 15-28 Tracking Algorithm Based on Dual Residual Network and Kernel Correlation Filters (Xiaolin Tian, Fang Li, Licheng Jiao)....Pages 29-42 Image Recognition of Peanut Leaf Diseases Based on Capsule Networks (Mengping Dong, Shaomin Mu, Tingting Su, Wenjie Sun)....Pages 43-52 Multi-scale Convolutional Neural Network for Road Extraction in Remote Sensing Imagery (Jun Li, Xue Gong, Yiming Zhang)....Pages 53-65 TCPModel: A Short-Term Traffic Congestion Prediction Model Based on Deep Learning (Xiujuan Xu, Xiaobo Gao, Zhenzhen Xu, Xiaowei Zhao, Wei Pang, Hongmei Zhou)....Pages 66-79 Front Matter ....Pages 81-81 3D Level Set Method via Local Structure Similarity Factor for Automatic Neurosensory Retinal Detachment Segmentation in Retinal SD-OCT Images (Yue Sun, Sijie Niu, Jiwen Dong, Yuehui Chen)....Pages 83-92 Real-Time Scale Adaptive Visual Tracking with Context Information and Correlation Filters (Yue Xu, Mengru Feng, Jiezhi Yang, Mingjie Peng, Jiatian Pi, Yong Chen)....Pages 93-105 An Improved Word Spotting Method for Printed Uyghur Document Image Retrieval (Eksan Firkat, Askar Hamdulla, Palidan Tuerxun, Abdusalam Dawut)....Pages 106-116 Video Saliency Detection Based on Eye-Movement Guided Region Matching and LDP Embedded Optical Flow (Zheng Yang, Bing Han, Guowei Wei, Wenliang Qiu)....Pages 117-130 Performance Evaluation of Visual Object Detection for Moving Vehicle (Zeqi Chen, Yuehu Liu, Shaozhuo Zhai, Xinzhao Li)....Pages 131-144 Front Matter ....Pages 145-145 Large Scale Name Disambiguation Using Rule-Based Post Processing Combined with Aminer (Lizhi Zhang, Zhijie Ban)....Pages 147-158 Hybrid Recommendation Algorithm Based on Weighted Bipartite Graph and Logistic Regression (Wei Song, Pengwei Shao, Peng Liu)....Pages 159-170 Academic Paper Recommendation Based on Clustering and Pattern Matching (Jinpeng Chen, Zhijie Ban)....Pages 171-182 The Methods for Reducing the Number of OOVs in Chinese-Uyghur NMT System (Mewlude Nijat, Askar Hamdulla, Palidan Tuerxun)....Pages 183-195 Front Matter ....Pages 197-197 Joint Kernel Low-Rank Graph Construction and Subspace Learning (Xin Zhu, Qingxi Li, Hongyu Bian, Yong Peng)....Pages 199-211 Defending Network Traffic Attack with Distributed Multi-agent Reinforcement Learning (Shiming Xia, Wei Bai, Xingyu Zhou, Zhisong Pan, Shize Guo)....Pages 212-225 Ensemble Regression Kernel Extreme Learning Machines for Multi-Instance Multi-Label Learning (Yibin Wang, Gensheng Pei, Yusheng Cheng)....Pages 226-239 A Variable Precision Reduction Type for Information Systems (Guilong Liu, Jie Liu)....Pages 240-247 Front Matter ....Pages 249-249 Quantum Theories with Hypergestures: A New Approach to Musical Semantics (Guangjian Huang, Shahbaz Hassan Wasti, Lina Wei, Yuncheng Jiang)....Pages 251-264 Development of Automatic Grounding Wire Working Robot for Substation (Yuewei Tian, Weijie Xu, Wenqiang Zou, Yubin Wang, Shouyin Lu)....Pages 265-273 Intelligent Control System for Substation Automatic Grounding Wire Operation Robot (Yuan Fu, Rongbin Tan, Jiaxing Lu, Yuewei Tian, Shouyin Lu)....Pages 274-282 Application of Support Vector Machine Model Based on an Improved Elephant Herding Optimization Algorithm in Network Intrusion Detection (Hui Xu, Qianqian Cao, Heng Fu, Chaochuan Fu, Hongwe Chen, Jun Su)....Pages 283-295 Back Matter ....Pages 297-298