Risk Analysis of Lateral Collision of Military and Civil Aviation
Aircraft Based on Event Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 76
Guhao Zhao, Shaojie Mao, Yi Mao, Xiaoqiang Zhang, and Yarong Wu
Imbalanced Data Classification with Deep Support
Vector Machines . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
Li Zhang, Wei Wang, Mengjun Zhang, and Zhixiong Wang
An Incident Identification Method Based on Improved RCNN . . . . . . . 96
Han He, Haijun Zhang, Sheng Lv, and Bingcai Chen
Latency Estimation of Big Data Processing Under the MapReduce
Framework with Coupling Effects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
Di Lin, Lingshuang Cai, Xiaofeng Zhang, Xiao Zhang, and Jiazhi Huo
Zone-Based Resource Allocation Strategy for Heterogeneous
Spark Clusters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Yao Qin, Yu Tang, Xun Zhu, Chuanxiang Yan, Chenyao Wu, and Di Lin
Battle Prediction System in StarCraft Combined with Topographic
Considerations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122
ChengZhen Meng, Yu Tang, ChenYao Wu, and Di Lin
Task Scheduling Strategy for Heterogeneous Spark Clusters . . . . . . . . . 131
Yu Liang, Yu Tang, Xun Zhu, Xiaoyuan Guo, Chenyao Wu, and Di Lin
Research on Multi-priority Task Scheduling Algorithms for Mobile
Edge Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
Yanrong Zhu, Yu Tang, Chenyao Wu, and Di Lin
Microblog Rumor Detection Based on Comment Sentiment
and CNN-LSTM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 148
Sheng Lv, Haijun Zhang, Han He, and Bingcai Chen
A Guideline for Object Detection Using Convolutional Neural
Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157
Xingguo Zhang, Guoyue Chen, Kazuki Saruta, and Yuki Terata
Research on Prediction Model of Gas Emission Based on Lasso
Penalty Regression Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Qian Chen, and Lianbing Huang
Water Meter Reading Area Detection Based on Convolutional
Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173
Jianlan Wu, Yangan Zhang, and Xueguang Yuan
A Dependency-Extended Method of Multi-pattern Matching
for RDF Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 180
Yunhao Sun, Fengyu Li, Guanyu Li, Heng Chen, and Wei Jiang
vi
Contents
Aircraft Based on Event Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 76
Guhao Zhao, Shaojie Mao, Yi Mao, Xiaoqiang Zhang, and Yarong Wu
Imbalanced Data Classification with Deep Support
Vector Machines . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
Li Zhang, Wei Wang, Mengjun Zhang, and Zhixiong Wang
An Incident Identification Method Based on Improved RCNN . . . . . . . 96
Han He, Haijun Zhang, Sheng Lv, and Bingcai Chen
Latency Estimation of Big Data Processing Under the MapReduce
Framework with Coupling Effects . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
Di Lin, Lingshuang Cai, Xiaofeng Zhang, Xiao Zhang, and Jiazhi Huo
Zone-Based Resource Allocation Strategy for Heterogeneous
Spark Clusters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Yao Qin, Yu Tang, Xun Zhu, Chuanxiang Yan, Chenyao Wu, and Di Lin
Battle Prediction System in StarCraft Combined with Topographic
Considerations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122
ChengZhen Meng, Yu Tang, ChenYao Wu, and Di Lin
Task Scheduling Strategy for Heterogeneous Spark Clusters . . . . . . . . . 131
Yu Liang, Yu Tang, Xun Zhu, Xiaoyuan Guo, Chenyao Wu, and Di Lin
Research on Multi-priority Task Scheduling Algorithms for Mobile
Edge Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
Yanrong Zhu, Yu Tang, Chenyao Wu, and Di Lin
Microblog Rumor Detection Based on Comment Sentiment
and CNN-LSTM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 148
Sheng Lv, Haijun Zhang, Han He, and Bingcai Chen
A Guideline for Object Detection Using Convolutional Neural
Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157
Xingguo Zhang, Guoyue Chen, Kazuki Saruta, and Yuki Terata
Research on Prediction Model of Gas Emission Based on Lasso
Penalty Regression Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Qian Chen, and Lianbing Huang
Water Meter Reading Area Detection Based on Convolutional
Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173
Jianlan Wu, Yangan Zhang, and Xueguang Yuan
A Dependency-Extended Method of Multi-pattern Matching
for RDF Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 180
Yunhao Sun, Fengyu Li, Guanyu Li, Heng Chen, and Wei Jiang
vi
Contents