Advanced Data Mining and Applications: 14th International Conference, ADMA 2018, Nanjing, China, November 16–18, 2018, Proceedings

Front Matter ....Pages I-XIV
Front Matter ....Pages 1-1
 Efficiently Mining Constrained Subsequence Patterns  (Abdullah Albarrak, Sanad Al-Maskari, Ibrahim A. Ibrahim, Abdulqader M. Almars)....Pages 3-16
 Slice_OP: Selecting Initial Cluster Centers Using Observation Points  (Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu, Mohammad Sultan Mahmud)....Pages 17-30
 HierArchical-Grid CluStering Based on DaTA Field in Time-Series and the Influence of the First-Order Partial Derivative Potential Value for the ARIMA-Model  (Krid Jinklub, Jing Geng)....Pages 31-41
 Anomaly Detection with Changing Cluster Centers  (Zhang Peng, Zhou Liang)....Pages 42-54
 A Novel Feature Selection-Based Sequential Ensemble Learning Method for Class Noise Detection in High-Dimensional Data  (Kai Chen, Donghai Guan, Weiwei Yuan, Bohan Li, Asad Masood Khattak, Omar Alfandi)....Pages 55-65
 Possibilistic Information Retrieval Model Based on a Multi-terminology  (Wiem Chebil, Lina F. Soualmia, Mohamed Nazih Omri)....Pages 66-79
 On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm  (Md. Nasim Adnan, Md. Zahidul Islam, Md. Mostofa Akbar)....Pages 80-94
 A Genetic Algorithm Based Technique for Outlier Detection with Fast Convergence  (Xiaodong Zhu, Ji Zhang, Zewen Hu, Hongzhou Li, Liang Chang, Youwen Zhu et al.)....Pages 95-104
 Multivariate Synchronization Index Based on Independent Component Analysis for SSVEP-Based BCI  (Yanlong Zhu, Chenglong Dai, Dechang Pi)....Pages 105-115
Front Matter ....Pages 117-117
 Forecasting Traffic Flow in Big Cities Using Modified Tucker Decomposition  (Manish Bhanu, Shalini Priya, Sourav Kumar Dandapat, Joydeep Chandra, João Mendes-Moreira)....Pages 119-128
 A Sparse and Low-Rank Matrix Recovery Model for Saliency Detection  (Chao Wang, Jing Li, KeXin Li, Yi Zhuang)....Pages 129-139
 Instruction SDC Vulnerability Prediction Using Long Short-Term Memory Neural Network  (Yunfei Liu, Jing Li, Yi Zhuang)....Pages 140-149
 Forecasting Hospital Daily Occupancy Using Patient Journey Data - A Heuristic Approach  (Shaowen Qin, Dale Ward)....Pages 150-159
 An Airport Scene Delay Prediction Method Based on LSTM  (Zhongbin Li, Haiyan Chen, Jiaming Ge, Kunpeng Ning)....Pages 160-169
 DSDCS: Detection of Safe Driving via Crowd Sensing  (Yun Du, Xin Guo, Chenyang Shi, Yifan Zhu, Bohan Li)....Pages 170-177
 Power Equipment Fault Diagnosis Model Based on Deep Transfer Learning with Balanced Distribution Adaptation  (Kaijie Wang, Bin Wu)....Pages 178-188
 Event Extraction with Deep Contextualized Word Representation and Multi-attention Layer  (Ruixue Ding, Zhoujun Li)....Pages 189-201
 A Novel Unsupervised Time Series Discord Detection Algorithm in Aircraft Engine Gearbox  (Zhongyu Wang, Dechang Pi, Ya Gao)....Pages 202-210
 A More Secure Spatial Decompositions Algorithm via Indefeasible Laplace Noise in Differential Privacy  (Xiaocui Li, Yangtao Wang, Xinyu Zhang, Ke Zhou, Chunhua Li)....Pages 211-223
 Towards Geological Knowledge Discovery Using Vector-Based Semantic Similarity  (Majigsuren Enkhsaikhan, Wei Liu, Eun-Jung Holden, Paul Duuring)....Pages 224-237
 Keep Calm and Know Where to Focus: Measuring and Predicting the Impact of Android Malware  (Junyang Qiu, Wei Luo, Surya Nepal, Jun Zhang, Yang Xiang, Lei Pan)....Pages 238-254
 Fault Diagnosis for an Automatic Shell Magazine Using FDA and ELM  (Qiangqiang Zhao, Lingfeng Tao, Maosheng Li, Peng Hong)....Pages 255-262
 Anomalous Trajectory Detection Using Recurrent Neural Network  (Li Song, Ruijia Wang, Ding Xiao, Xiaotian Han, Yanan Cai, Chuan Shi)....Pages 263-277
Front Matter ....Pages 279-279
 Detecting Spammers with Changing Strategies via a Transfer Distance Learning Method  (Hao Chen, Jun Liu, Yanzhang Lv)....Pages 281-291
 Adversarial Learning for Topic Models  (Tomonari Masada, Atsuhiro Takasu)....Pages 292-302
 Learning Concise Relax NG Schemas Supporting Interleaving from XML Documents  (Yeting Li, Xiaoying Mou, Haiming Chen)....Pages 303-317
 Deep Group Residual Convolutional CTC Networks for Speech Recognition  (Kai Wang, Donghai Guan, Bohan Li)....Pages 318-328
 Short Text Understanding Based on Conceptual and Semantic Enrichment  (Qiuyan Shi, Yongli Wang, Jianhong Sun, Anmin Fu)....Pages 329-338
 LDA-PSTR: A Topic Modeling Method for Short Text  (Kai Zhou, Qun Yang)....Pages 339-352
 Vertical and Sequential Sentiment Analysis of Micro-blog Topic  (Shuo Wan, Bohan Li, Anman Zhang, Kai Wang, Xue Li)....Pages 353-363
 Abstractive Document Summarization via Bidirectional Decoder  (Xin Wan, Chen Li, Ruijia Wang, Ding Xiao, Chuan Shi)....Pages 364-377
Front Matter ....Pages 379-379
 CBPF: Leveraging Context and Content Information for Better Recommendations  (Zahra Vahidi Ferdousi, Dario Colazzo, Elsa Negre)....Pages 381-391
 Discovering High Utility Change Points in Customer Transaction Data  (Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Yun Sing Koh)....Pages 392-402
 Estimating Interactions of Functional Brain Connectivity by Hidden Markov Models  (Xingjuan Li, Yu Li, Jiangtao Cui)....Pages 403-412
 From Complex Network to Skeleton: \( \varvec{m}_{\varvec{j}} \)-Modified Topology Potential for Node Importance Identification  (Hanning Yuan, Kanokwan Malang, Yuanyuan Lv, Aniwat Phaphuangwittayakul)....Pages 413-427
 Nodes Deployment Optimization Algorithm Based on Energy Consumption of Underwater Wireless Sensor Networks  (Min Cui, Fengtong Mei, Qiangyi Li, Qiangnan Li)....Pages 428-433
 A New Graph-Partitioning Algorithm for Large-Scale Knowledge Graph  (Jiang Zhong, Chen Wang, Qi Li, Qing Li)....Pages 434-444
 SQL Injection Behavior Mining Based Deep Learning  (Peng Tang, Weidong Qiu, Zheng Huang, Huijuan Lian, Guozhen Liu)....Pages 445-454
 Evaluation Methods of Hierarchical Models  (Abdulqader M. Almars, Ibrahim A. Ibrahim, Xin Zhao, Sanad Al-Maskari)....Pages 455-464
 Local Community Detection Using Greedy Algorithm with Probability  (Xiaoxiang Zhu, Zhengyou Xia)....Pages 465-473
 A Player Behavior Model for Predicting Win-Loss Outcome in MOBA Games  (Xuan Lan, Lei Duan, Wen Chen, Ruiqi Qin, Timo Nummenmaa, Jyrki Nummenmaa)....Pages 474-488
 An Improved Optimization of Link-Based Label Propagation Algorithm  (Xiaoxiang Zhu, Zhengyou Xia)....Pages 489-498
 Research on Commodity Recommendation Algorithm Based on RFN  (Kai Wang, Bohan Li, Shuo Wan, Anman Zhang, Donghai Guan)....Pages 499-513
 Research of Personalized Recommendation System Based on Multi-view Deep Neural Networks  (Yunfei Zi, Yeli Li, Huayan Sun)....Pages 514-529
Back Matter ....Pages 531-532