Artificial Intelligence and Security : 5th International Conference, ICAIS 2019, New York, NY, USA, July 26-28, 2019, Proceedings, Part II

The 4-volume set LNCS 11632 until LNCS 11635 constitutes the refereed proceedings of the 5 th International Conference on Artificial Intelligence and Security, ICAIS 2019, which was held in New York, USA, in July 2019. The conference was formerly called “International Conference on Cloud Computing and Security” with the acronym ICCCS. The total of 230 full papers presented in this 4-volume proceedings was carefully reviewed and selected from 1529 submissions. The papers were organized in topical sections as follows: Part I: cloud computing; Part II: artificial intelligence; big data; and cloud computing and security; Part III: cloud computing and security; information hiding; IoT security; multimedia forensics; and encryption and cybersecurity; Part IV: encryption and cybersecurity. Front Matter ....Pages i-xvii Front Matter ....Pages 1-1 CCNET: Cascading Convolutions for Cardiac Segmentation (Chao Luo, Xiaojie Li, Yucheng Chen, Xi Wu, Jia He, Jiliu Zhou)....Pages 3-11 A Deep Belief Networks Based Prediction Method for Identification of Disease-Associated Non-coding SNPs in Human Genome (Rong Li, Feng Xiang, Fan Wu, Zhixin Sun)....Pages 12-24 On Human-Like Performance Artificial Intelligence – A Demonstration Using an Atari Game (Seng-Beng Ho, Xiwen Yang, Therese Quieta, Gangeshwar Krishnamurthy, Fiona Liausvia)....Pages 25-37 Implementation of Multiplicative Seasonal ARIMA Modeling and Flood Prediction Based on Long-Term Time Series Data in Indonesia (Sri Supatmi, Rongtao Huo, Irfan Dwiguna Sumitra)....Pages 38-50 Improved Bayesian Method with Collision Recovery for RFID Anti-collision (Chu Chu, Guangjun Wen, Zhong Huang, Jian Su, Yu Han)....Pages 51-61 Multi-step Attack Scenarios Mining Based on Neural Network and Bayesian Network Attack Graph (Jianyi Liu, Bowen Liu, Ru Zhang, Cong Wang)....Pages 62-74 A Comparative Study of Machine Learning Classifiers for Network Intrusion Detection (Farrukh Aslam Khan, Abdu Gumaei)....Pages 75-86 On True Language Understanding (Seng-Beng Ho, Zhaoxia Wang)....Pages 87-99 The \(\ell _{2,1}\)-Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation (Shuai Yang, Yuhong Zhang, Yi Zhu, Han Ding, Xuegang Hu)....Pages 100-111 Molecular Dynamics Simulation Optimization Based on GROMACS on Sunway TaihuLight (Xudong Tang, Tao Wu, Tiejun Wang, Jiliang Wu)....Pages 112-123 A Review of Network Representation Learning (Dan Xu, Le Wang, Jing Qiu, Hui Lu)....Pages 124-132 A Two-Stage Deep Neural Network for Sequence Labeling (Yongmei Tan, Lin Yang, Shaozhang Niu, Hao Zhu, Yongheng Zhang)....Pages 133-144 Reinforcement Learning Based Content Push Policy for HetNets with Energy Harvesting Small Cells (Yi Zhang, Yifei Wei, Da Guo, Mei Song)....Pages 145-156 A Comparative Research on Open Source Edge Computing Systems (Jiayue Liang, Fang Liu, Shen Li, Zhenhua Cai)....Pages 157-170 Weather Forecasting Using Artificial Neural Network (Md. Tanvir Hasan, K. M. Fattahul Islam, Md. Sifat Rahman, Song Li)....Pages 171-180 A New Quantitative Evaluation Method for Fuzzing (Tiantian Tan, Baosheng Wang, Haitao Zhang, Guangxuan Chen, Junbin Wang, Yong Tang et al.)....Pages 181-190 Classification of ECG Arrhythmia Using CNN, SVM and LDA (Jian Liu, Shuang Song, Guozhong Sun, Yu Fu)....Pages 191-201 Discrete Similarity Preserving Hashing for Cross-modal Retrieval (Mingyang Li, Xiangwei Kong, Tao Yao, Yujia Zhang)....Pages 202-213 Classification of Vitiligo Based on Convolutional Neural Network (Jian Liu, Jianwei Yan, Jie Chen, Guozhong Sun, Wei Luo)....Pages 214-223 Front Matter ....Pages 225-225 Multi-scale and Hierarchical Embedding for Polarity Shift Sensitive Sentiment Classification (Qian Li, Qiang Wu, Xiaofei Liu)....Pages 227-238 Trade-off Between Energy Consumption and Makespan in the Mapreduce Resource Allocation Problem (Xiaolu Zhang, Xi Liu, Weidong Li, Xuejie Zhang)....Pages 239-250 FSampleJoin: A Fixed-Sample-Based Method for String Similarity Joins Using MapReduce (Decai Sun, Xiaoxia Wang)....Pages 251-262 Mass Diffusion Recommendation Algorithm Based on Multi-subnet Composited Complex Network Model (Zhou Shuang, Bin Sheng, Sun Gengxin)....Pages 263-274 Optimizing Word Embedding for Fine-Grained Sentiment Analysis (Wei Zhang, Yue Zhang, Kehua Yang)....Pages 275-286 A Sentiment Classification Model Based on Multiple Multi-classifier Systems (Kehua Yang, Chenglin Liao, Wei Zhang)....Pages 287-298 Task Scheduling Algorithm Based on Campus Cloud Platform (Zuo-cong Chen)....Pages 299-308 Automatic Self-feedback for the Studying Effect of MOOC Based on Support Vector Machine (Zuo-cong Chen)....Pages 309-320 Prediction on Payment Volume from Customer Service Electricity Channel (Gong Lihua, Sheng Yan, Liu Kunpeng, Zhu Longzhu, Zhang Yi)....Pages 321-331 Delay-Tolerant Rendezvous-Based Data Collection for Target Tracking in Large-Scale Wireless Sensor Networks with UGV (Jian Zhang, Jiang Xu, Tianbao Wang)....Pages 332-344 Energy-Efficient Data-Collection with Rendezvous-Based Approaches in Large-Scale WSNs with Multi-UGV (Jian Zhang, Ling Tan, Wei Zhuang)....Pages 345-357 Analysis of the Efficiency-Energy with Regression and Classification in Household Using K-NN (Mingxu Sun, Xiaodong Liu, Scholas Mbonihankuye)....Pages 358-368 Probe Recommendation Algorithm for Link Delay Detection (Liying Tao, DanDan Li, Pei Zhang, Xiao Liang)....Pages 369-378 Recommendation with Heterogeneous Information Networks Based on Meta-Graph (Ding Zichen, Bin Sheng, Sun Gengxin)....Pages 379-390 A GA-Optimized Weighted Mixed Kernel Function of SVM Based on Information Entropy (Xuejian Zhao, Xinhui Zhang, Feng Xiang, Feng Ye, Zhixin Sun)....Pages 391-405 Modeling and Simulation of Network Public Opinion Propagation Model Based on Interest Matching in Social Network (Zhang Deliang, Bin Sheng, Sun Gengxin)....Pages 406-418 Power Consumption and Coverage Test of NB-IoT in the Substation Edge Computing Environment (Chunhe Song, Huan Li, Zhongfeng Wang, Shuai Ren, Peng Zeng)....Pages 419-429 Research on the Optimization of Spark Big Table Equal Join (Suzhen Wang, Lu Zhang, Yanpiao Zhang)....Pages 430-441 Towards Effective Gait Recognition Based on Comprehensive Temporal Information Combination (Hefei Ling, Jia Wu, Ping Li)....Pages 442-451 Research on Load Balancing Algorithm Optimization Based on Spark Platform (Suzhen Wang, Zhanfeng Zhang, Shanshan Geng)....Pages 452-465 A System for Calculating the Amount of Motion Based on 3D Pose Estimation (Yu Huo, Liming Zou, Min Gao, Jun Wang, Xin Guo, Jiande Sun)....Pages 466-476 Design of Security Portrait Big Data Application System (Yin Hui)....Pages 477-486 Urban Traffic Flow Forecast Based on ST-SEResNet (Yan Kang, Hao Li, Ruicheng Niu, Yaoyao Yuan, Xudong Liu)....Pages 487-498 A Novel Power System Anomaly Data Identification Method Based on Neural Network and Affine Propagation (Li Shen, Yang Shen, Chunhe Song, Zhao Li, Ran Ran, Peng Zeng)....Pages 499-508 Input-Output Analysis of Chinese National Agricultural Science and Technology Park (Anqi Huang, Chao Zhang, Pingzeng Liu, Junmei Wang, Wanming Ren, Yong Zheng)....Pages 509-523 A Power Grid Operations Monitoring Platform Based on Big Data Technology (Shanting Su, Xiangmao Chang, Jing Li, Yuan Qiu, Sai Liu, Lin Qiao et al.)....Pages 524-533 An Efficient Social-Aware Routing Strategy in Mobile Social Networks (Meihua Liu, Xinchen Zhang, Shuangkui Xia, Jianbin Wu, Xiaoli Chen, Mao Tian)....Pages 534-545 Front Matter ....Pages 547-547 Improvement of Differential Fault Attack Based on Lightweight Ciphers with GFN Structure (Yang Gao, Yongjuan Wang, Qingjun Yuan, Tao Wang, Xiangbin Wang)....Pages 549-560 Cloud Management Systems - Load Balancing Algorithms and VDI Implementation Techniques (Micheal Ernest Taylor, David Aboagye-Darko, Jian Shen)....Pages 561-570 When Side Channel Becomes Good: Kernel Malware Attack Investigation (Libo Yin, Chonghua Wang, Jun Li, Rongchao Yin, Yang Jiao, Hao Jiang)....Pages 571-583 Robust Encrypted Watermarking for Medical Images Based on DWT-DCT and Tent Mapping in Encrypted Domain (Yanlin Liu, Jingbing Li, Jing Liu, Jieren Cheng, Jialing Liu, Lingren Wang et al.)....Pages 584-596 An Analysis of a Three-Factor Authentication Scheme and Its Improved Fix (Songsong Zhang, Xiang Li, Yong Xie)....Pages 597-605 A Novel Content Based Image Retrieval Scheme in Cloud Computing (Zhuohua Liu, Caijuan Huang, Hui Suo, Bin Yang)....Pages 606-616 Mobile Image Retrieval System for Cloud Service Based on Convolutional Neural Network and Hadoop (Caijuan Huang, Zhuohua Liu, Hui Suo, Bin Yang)....Pages 617-626 Formal Specification of Concurrent Enforcement UCON Model with CTL Logic (Xie Lili, Zhai Zhigang)....Pages 627-641 Design of Real-Time Resource-Aware Network Resource Allocation Mechanism Under SDN Background (Ningcheng Yuan, Zhe Zhang, Wenjing Li, Feng Qi, Shaoyong Guo, Xuesong Qiu et al.)....Pages 642-652 RSCM: A Reliability-Aware Service Chain Mapping (Guanjun Tang, Yonghua Chen, Shiguang Xu, Qian Chen, Wenchen He)....Pages 653-662 Back Matter ....Pages 663-665 This is part 2 of the 4-volume set LNCS 11632 until LNCS 11635 that constitutes the refereed proceedings of the 5th International Conference on Artificial Intelligence and Security, ICAIS 2019, which was held in New York, USA, in July 2019. The conference was formerly called "International Conference on Cloud Computing and Security" with the acronym ICCCS. The total of 230 full papers presented in this 4-volume proceedings was carefully reviewed and selected from 1529 submissions. The papers were organized in topical sections as follows: Part I: cloud computing; Part II: artificial intelligence; big data; and cloud computing and security; Part III: cloud computing and security; information hiding; IoT security; multimedia forensics; and encryption and cybersecurity; Part IV: encryption and cybersecurity