Intelligence Science and Big Data Engineering. Big Data and Machine Learning: 9th International Conference, IScIDE 2019, Nanjing, China, October 17–20, 2019, Proceedings, Part II

Front Matter ....Pages i-xx
 Analysis of WLAN’s Receiving Signal Strength Indication for Indoor Positioning  (Minmin Lin, Zhisen Wei, Baoxing Chen, Wenjie Zhang, Jingmin Yang)....Pages 1-14
 Computational Decomposition of Style for Controllable and Enhanced Style Transfer  (Minchao Li, Shikui Tu, Lei Xu)....Pages 15-39
 Laplacian Welsch Regularization for Robust Semi-supervised Dictionary Learning  (Jingchen Ke, Chen Gong, Lin Zhao)....Pages 40-52
 Non-local MMDenseNet with Cross-Band Features for Audio Source Separation  (Yi Huang)....Pages 53-64
 A New Method of Metaphor Recognition for A-is-B Model in Chinese Sentences  (Wei-min Wang, Rong-rong Gu, Shou-fu Fu, Dong-sheng Wang)....Pages 65-77
 Layerwise Recurrent Autoencoder for Real-World Traffic Flow Forecasting  (Junhui Zhao, Tianqi Zhu, Ruidong Zhao, Peize Zhao)....Pages 78-88
 Mining Meta-association Rules for Different Types of Traffic Accidents  (Ziyu Zhao, Weili Zeng, Zhengfeng Xu, Zhao Yang)....Pages 89-100
 Reliable Domain Adaptation with Classifiers Competition  (Jingru Fu, Lei Zhang)....Pages 101-113
 An End-to-End LSTM-MDN Network for Projectile Trajectory Prediction  (Li-he Hou, Hua-jun Liu)....Pages 114-125
 DeepTF: Accurate Prediction of Transcription Factor Binding Sites by Combining Multi-scale Convolution and Long Short-Term Memory Neural Network  (Xiao-Rong Bao, Yi-Heng Zhu, Dong-Jun Yu)....Pages 126-138
 Epileptic Seizure Prediction Based on Convolutional Recurrent Neural Network with Multi-Timescale  (Lijuan Duan, Jinze Hou, Yuanhua Qiao, Jun Miao)....Pages 139-150
 L2R-QA: An Open-Domain Question Answering Framework  (Tieke He, Yu Li, Zhipeng Zou, Qing Wu)....Pages 151-162
 Attention Relational Network for Few-Shot Learning  (Jia Shuai, JiaMing Chen, Meng Yang)....Pages 163-174
 Syntactic Analysis of Power Grid Emergency Pre-plans Based on Transfer Learning  (He Shi, Qun Yang, Bo Wang, Shaohan Liu, Kai Zhou)....Pages 175-186
 Improved CTC-Attention Based End-to-End Speech Recognition on Air Traffic Control  (Kai Zhou, Qun Yang, XiuSong Sun, ShaoHan Liu, JinJun Lu)....Pages 187-196
 Revisit Lmser from a Deep Learning Perspective  (Wenjin Huang, Shikui Tu, Lei Xu)....Pages 197-208
 A New Network Traffic Identification Base on Deep Factorization Machine  (Zhenxing Xu, Junyi Zhang, Daoqiang Zhang, Hanyu Wei)....Pages 209-218
 3Q: A 3-Layer Semantic Analysis Model for Question Suite Reduction  (Wei Dai, Siyuan Sheni, Tieke Hei)....Pages 219-231
 Data Augmentation for Deep Learning of Judgment Documents  (Ge Yan, Yu Li, Shu Zhang, Zhenyu Chen)....Pages 232-242
 An Advanced Least Squares Twin Multi-class Classification Support Vector Machine for Few-Shot Classification  (Yu Li, Zhonggeng Liu, Huadong Pan, Jun Yin, Xingming Zhang)....Pages 243-252
 LLN-SLAM: A Lightweight Learning Network Semantic SLAM  (Xichao Qu, Weiqing Li)....Pages 253-265
 Meta-cluster Based Consensus Clustering with Local Weighting and Random Walking  (Nannan He, Dong Huang)....Pages 266-277
 Robust Nonnegative Matrix Factorization Based on Cosine Similarity Induced Metric  (Wen-Sheng Chen, Haitao Chen, Binbin Pan, Bo Chen)....Pages 278-288
 Intellectual Property in Colombian Museums: An Application of Machine Learning  (Jenny Paola Lis-Gutiérrez, Álvaro Zerda Sarmiento, Amelec Viloria)....Pages 289-301
 Hybrid Matrix Factorization for Multi-view Clustering  (Hongbin Yu, Xin Shu)....Pages 302-311
 Car Sales Prediction Using Gated Recurrent Units Neural Networks with Reinforcement Learning  (Bowen Zhu, Huailong Dong, Jing Zhang)....Pages 312-324
 A Multilayer Sparse Representation of Dynamic Brain Functional Network Based on Hypergraph Theory for ADHD Classification  (Yuduo Zhang, Zhichao Lian, Chanying Huang)....Pages 325-334
 Stress Wave Tomography of Wood Internal Defects Based on Deep Learning and Contour Constraint Under Sparse Sampling  (Xiaochen Du, Jiajie Li, Hailin Feng, Heng Hu)....Pages 335-346
 Robustness of Network Controllability Against Cascading Failure  (Lv-lin Hou, Yan-dong Xiao, Liang Lu)....Pages 347-355
 Multi-modality Low-Rank Learning Fused First-Order and Second-Order Information for Computer-Aided Diagnosis of Schizophrenia  (Huijie Li, Qi Zhu, Rui Zhang, Daoqiang Zhang)....Pages 356-368
 A Joint Bitrate and Buffer Control Scheme for Low-Latency Live Streaming  (Si Chen, Yuan Zhang, Huan Peng, Jinyao Yan)....Pages 369-380
 Causal Discovery of Linear Non-Gaussian Acyclic Model with Small Samples  (Feng Xie, Ruichu Cai, Yan Zeng, Zhifeng Hao)....Pages 381-393
 Accelerate Black-Box Attack with White-Box Prior Knowledge  (Jinghui Cai, Boyang Wang, Xiangfeng Wang, Bo Jin)....Pages 394-405
 A Dynamic Model + BFR Algorithm for Streaming Data Sorting  (Yongwei Tan, Ling Huang, Chang-Dong Wang)....Pages 406-417
 Smartphone Behavior Based Electronical Scale Validity Assessment Framework  (Minqiang Yang, Jingsheng Tang, Longzhe Tang, Bin Hu)....Pages 418-429
 Discrimination Model of QAR High-Severity Events Using Machine Learning  (Junchen Li, Haigang Zhang, Jinfeng Yang)....Pages 430-441
 A New Method of Improving BERT for Text Classification  (Shaomin Zheng, Meng Yang)....Pages 442-452
Back Matter ....Pages 453-455