| Description |
1 online resource |
| Series |
Lecture notes in computer science ; 11936 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
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Lecture notes in computer science ; 11936.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Anlysis of WLAN's receiving signal strength indication for indoor positioning / Minmin Lin, Zhisen Wei, Baoxing Chen, Wenjie Zhang, and Jingmin Yang -- Computational decomposition of style for controllable and enhanced style transfer / Minchao Li, Shikui Tu, and Lei Xu -- Laplacian Welsch regularization for robust semi-supervised dictionary learning / Jingchen Ke, Chen Gong, and Lin Zhao -- Non-local MMDenseNet with cross-band features for audio source separation / Yi Huang -- A new method of metaphor recognition for A-is-B model in Chinese sentences / Wei-min Wang, Rong-rong Gu, Shou-fu Fu, and Dong-sheng Wang -- Layerwise recurrent autoencoder for real-world traffic flow forecasting / Junhui Zhao, Tianqi Zhu, Ruidong Zhao, and Peize Zhao -- Mining meta-association rules for different types of traffic accidents / Ziyu Zhao, Weili Zeng, Zhengfeng Xu, and Zhao Yang -- Reliable domain adaptation with classifiers competition / Jingru Fu and Lei Zhang -- An end-to-end LSTM-MDN network for projectile trajectory prediction / Li-he Hou and Hua-jun Liu -- 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, and Dong-Jun Yu -- Epileptic seizure prediction based on convolutional recurrent neural network with multi-timescale / Lijuan Duan, Jinze Hou, Yuanhua Qiao, and Jun Miao -- L2R-QA : an open-domain question answering framework / Tieke He, Yu Li, Zhipeng Zou, and Qing Wu -- Attention relational network for few-shot learning / Jia Shuai, JiaMing Chen, and Meng Yang |
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Syntactic analysis of power grid emergency pre-plans based on transfer learning / He Shi, Qun Yang, Bo Wang, Shaohan Liu, and Kai Zhou -- Improved CTC-attention based end-to-end speech recognition on air traffic control / Kai Zhou, Qun Yang, XiuSong Sun, ShaoHan Liu, and JinJun Lu -- Revisit Lmser from a deep learning perspective / Wenjin Huang, Shikui Tu, and Lei Xu -- A new network traffic identification base on deep factorization machine / Zhenxing Xu, Junyi Zhang, Daoqiang Zhang, and Hanyu Wei -- 3Q : a 3-layer semantic analysis model for question suite reduction / Wei Dai, Siyuan Sheni, and Tieke Hei -- Data augmentation for deep learning of judgment documents / Ge Yan, Yu Li, Shu Zhang, and Zhenyu Chen -- An advanced least squares twin multi-class classification support vector machine for few-shot classification / Yu Li, Zhonggeng Liu, Huadong Pan, Jun Yin, and Xingming Zhang -- LLN-SLAM : a lightweight learning network semantic SLAM / Xichao Qu and Weiqing Li -- Meta-cluster based consensus clustering with local weighting and random walking / Nannan He and Dong Huang -- Robust nonnegative matrix factorization based on cosine similarity induced metric / Wen-Sheng Chen, Haitao Chen, Binbin Pan, and Bo Chen -- Intellectual property in Colombian museums : an application of machine learning / Jenny Paola Lis-Gutiérrez, Álvaro Zerda Sarmiento, and Amelec Viloria -- Hybrid matrix factorization for multi-view clustering / Hongbin Yu and Xin Shu -- Car sales prediction using gated recurrent units neural networks with reinforcement learning / Bowen Zhu, Huailong Dong, and Jing Zhang -- A multilayer sparse representation of dynamic brain functional network based on hypergraph theory for ADHD classification / Yuduo Zhang, Zhichao Lian, and Chanying Huang |
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Stress wave tomography of wood internal defects based on deep learning and contour constraint under sparse sampling / Xiaochen Du, Jiajie Li, Hailin Feng, and Heng Hu -- Robustness of network controllability against cascading failure / Lv-lin Hou, Yan-dong Xiao, and Liang Lu -- Multi-modality low-rank learning fused first-order and second-order information for computer-aided diagnosis of schizophrenia / Huijie Li, Qi Zhu, Rui Zhang, and Daoqiang Zhang -- A joint bitrate and buffer control scheme for low-latency live streaming / Si Chen, Yuan Zhang, Huan Peng, and Jinyao Yan -- Causal discovery of linear non-Gaussian acyclic model with small samples / Feng Xie, Ruichu Cai, Yan Zeng, and Zhifeng Hao -- Accelerate black-box attack with white-box prior knowledge / Jinghui Cai, Boyang Wang, Xiangfeng Wang, and Bo Jin -- A dynamic model + BFR algorithm for streaming data sorting / Yongwei Tan, Ling Huang, and Chang-Dong Wang -- Smartphone behavior based electronic scale validity assessment framework / Minqiang Yang, Jingsheng Tang, Longzhe Tang, and Bin Hu -- Discrimination model of QAR high-severity events using machine learning / Junchen Li, Haigang Zhang, and Jinfeng Yang -- A new method of improving BERT for text classification / Shaomin Zheng and Meng Yang |
| Summary |
The two volumes LNCS 11935 and 11936 constitute the proceedings of the 9th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2019, held in Nanjing, China, in October 2019. The 84 full papers presented were carefully reviewed and selected from 252 submissions. The papers are organized in two parts: visual data engineering; and big data and machine learning. They cover a large range of topics including information theoretic and Bayesian approaches, probabilistic graphical models, big data analysis, neural networks and neuro-informatics, bioinformatics, computational biology and brain-computer interfaces, as well as advances in fundamental pattern recognition techniques relevant to image processing, computer vision and machine learning |
| Notes |
Includes author index |
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Online resource; title from digital title page (viewed on December 11, 2019) |
| Subject |
Artificial intelligence -- Congresses
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Image processing -- Digital techniques -- Congresses
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Artificial intelligence
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Image processing -- Digital techniques
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Cui, Zhen, editor
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Pan, Jinshan, editor
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Zhang, Shanshan, editor
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Xiao, Liang, editor
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Yang, Jian, editor
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| ISBN |
9783030362041 |
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3030362043 |
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