Neural Information Processing: 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13–16, 2018, Proceedings, Part VI

Front Matter ....Pages I-XXI
Front Matter ....Pages 1-1
 Handling Concept Drift in Time-Series Data: Meta-cognitive Recurrent Recursive-Kernel OS-ELM  (Zongying Liu, Chu Kiong Loo, Kitsuchart Pasupa)....Pages 3-13
 Analysis and Application of Step Size of RK4 for Performance Measure of Predictability Horizon of Chaotic Time Series  (Shoya Matsuzaki, Kazuya Matsuo, Shuichi Kurogi)....Pages 14-23
 Simultaneous Analysis of Subjective and Objective Data Using Coupled Tensor Self-organizing Maps: Wine Aroma Analysis with Sensory and Chemical Data  (Keisuke Yoneda, Kimihiro Nakano, Keiichi Horio, Tetsuo Furukawa)....Pages 24-35
 Marine Multiple Time Series Relevance Discovery Based on Complex Network  (Lei Wang, Zongwen Huang, Suixiang Shi, Kuo Chen, Lingyu Xu, Gaowei Zhang)....Pages 36-45
 An Effective Lazy Shapelet Discovery Algorithm for Time Series Classification  (Wei Zhang, Zhihai Wang, Jidong Yuan, Shilei Hao)....Pages 46-55
 Multivariate Chaotic Time Series Prediction: Broad Learning System Based on Sparse PCA  (Weijie Li, Min Han, Shoubo Feng)....Pages 56-66
 Dynamic Streaming Sensor Data Segmentation for Smart Environment Applications  (Hela Sfar, Amel Bouzeghoub)....Pages 67-77
 Gaussian Process Kernels for Noisy Time Series: Application to Housing Price Prediction  (Juntao Wang, Wun Kwan Yam, Kin Long Fong, Siew Ann Cheong, K. Y. Michael Wong)....Pages 78-89
Front Matter ....Pages 91-91
 Least Cost Rumor Influence Minimization in Multiplex Social Networks  (Adil Imad Eddine Hosni, Kan Li, Cangfeng Ding, Sadique Ahmed)....Pages 93-105
 Estimation of Student Classroom Attention Using a Novel Measure of Head Motion Coherence  (Naoyuki Sato, Atsuko Tominaga)....Pages 106-117
 Structure, Attribute and Homophily Preserved Social Network Embedding  (Le Zhang, Xiang Li, Jiahui Shen, Xin Wang)....Pages 118-130
 Neural Network Collaborative Filtering for Group Recommendation  (Wei Zhang, Yue Bai, Jun Zheng, Jiaona Pang)....Pages 131-143
 Influence of Clustering on the Opinion Formation Dynamics in Online Social Networks  (Rajkumar Das, Joarder Kamruzzaman, Gour Karmakar)....Pages 144-155
 N2SkyC - User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers  (Aliaksandr Adamenko, Andrii Fedorenko, Erich Schikuta)....Pages 156-168
 Question Rewrite Based Dialogue Response Generation  (Hengrui Liu, Wenge Rong, Libin Shi, Yuanxin Ouyang, Zhang Xiong)....Pages 169-180
 A Lightweight Cloud Execution Stack for Neural Network Simulation  (Benjamin Nussbaum, Erich Schikuta)....Pages 181-192
 Intelligent University Library Information Systems to Support Students Efficient Learning  (Laszlo Barna Iantovics, Corina Rotar, Elena Nechita)....Pages 193-204
 Neural Networks Assist Crowd Predictions in Discerning the Veracity of Emotional Expressions  (Zhenyue Qin, Tom Gedeon, Sabrina Caldwell)....Pages 205-216
 Large Scale Behavioral Analysis of Ransomware Attacks  (Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters)....Pages 217-229
Front Matter ....Pages 231-231
 Estimation of 3-D Pose with 2-D Vision Based on Shape Matching Method  (Bin Chen, Jianhua Su, Kun Lv, Donge Xue)....Pages 233-242
 Hybrid Iterative Reconstruction for Low Radiation Dose Computed Tomography  (Jinghua Sheng, Bin Chen, Bocheng Wang, Qingqiang Liu, Yangjie Ma, Weixiang Liu)....Pages 243-256
 Fast Single Image De-raining via a Weighted Residual Network  (Ruibin Zhuge, Haiying Xia, Haisheng Li, Shuxiang Song)....Pages 257-268
 SCE-MSPFS: A Novel Deep Convolutional Feature Selection Method for Image Retrieval  (Dong-dong Niu, Yong Feng, Jia-xing Shang, Bao-hua Qiang)....Pages 269-281
 A Pathology Image Diagnosis Network with Visual Interpretability and Structured Diagnostic Report  (Kai Ma, Kaijie Wu, Hao Cheng, Chaochen Gu, Rui Xu, Xinping Guan)....Pages 282-293
 Sketch-Based Image Retrieval via Compact Binary Codes Learning  (Xinhui Wu, Shuangjiu Xiao)....Pages 294-306
 Improved Nuclear Segmentation on Histopathology Images Using a Combination of Deep Learning and Active Contour Model  (Lei Zhao, Tao Wan, Hongxiang Feng, Zengchang Qin)....Pages 307-317
 Hierarchical Online Multi-person Pose Tracking with Multiple Cues  (Chuanzhi Xu, Yue Zhou)....Pages 318-328
 Fast Portrait Matting Using Spatial Detail-Preserving Network  (Shaofan Cai, Biao Leng, Guanglu Song, Zheng Ge)....Pages 329-339
 EEG Signal Analysis in 3D Modelling to Identify Correlations Between Task Completion in Design User’s Cognitive Activities  (Muhammad Zeeshan Baig, Manolya Kavakli)....Pages 340-352
 Intelligent Educational Data Analysis with Gaussian Processes  (Jiachun Wang, Jing Zhao, Shiliang Sun, Dongyu Shi)....Pages 353-362
 Dual-Convolutional Enhanced Residual Network for Single Super-Resolution of Remote Sensing Images  (Xuewei Li, Hongqian Shen, Chenhan Wang, Han Jiang, Ruiguo Yu, Jianrong Wang et al.)....Pages 363-372
 Thyroid Nodule Segmentation in Ultrasound Images Based on Cascaded Convolutional Neural Network  (Xiang Ying, Zhihui Yu, Ruiguo Yu, Xuewei Li, Mei Yu, Mankun Zhao et al.)....Pages 373-384
 An Adjustable Dynamic Self-Adapting OSEM Approach to Low-Dose X-Ray CT Image Reconstruction  (Jinghua Sheng, Bin Chen, Bocheng Wang, Yangjie Ma, Qingqiang Liu, Weixiang Liu)....Pages 385-396
 DeepITQA: Deep Based Image Text Quality Assessment  (Hongyu Li, Fan Zhu, Junhua Qiu)....Pages 397-407
 High Efficient Reconstruction of Single-Shot Magnetic Resonance \\(T_{2}\\) Mapping Through Overlapping Echo Detachment and DenseNet  (Chao Wang, Yawen Wu, Xinghao Ding, Yue Huang, Congbo Cai)....Pages 408-418
 Cascaded Deep Hashing for Large-Scale Image Retrieval  (Jun Lu, Li Zhang)....Pages 419-429
 Text-Independent Speaker Verification from Mixed Speech of Multiple Speakers via Using Pole Distribution of Speech Signals  (Toshiki Tagomori, Kazuya Matsuo, Shuichi Kurogi)....Pages 430-440
 Deep Adaptive Update of Discriminant KCF for Visual Tracking  (Xin Ning, Weijun Li, Weijuan Tian, Xuchi, Dongxiaoli, Zhangliping)....Pages 441-451
 Evolution of Images with Diversity and Constraints Using a Generative Adversarial Network  (Aneta Neumann, Christo Pyromallis, Bradley Alexander)....Pages 452-465
 Efficient Single Image Super Resolution Using Enhanced Learned Group Convolutions  (Vandit Jain, Prakhar Bansal, Abhinav Kumar Singh, Rajeev Srivastava)....Pages 466-475
 Linear Periodic Discriminant Analysis of Multidimensional Signals  (Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen)....Pages 476-487
 Correlation Filter Tracking with Complementary Features  (Wei Wang, Weiguang Li, Mingquan Shi)....Pages 488-500
 Fast Image Recognition with Gabor Filter and Pseudoinverse Learning AutoEncoders  (Xiaodan Deng, Sibo Feng, Ping Guo, Qian Yin)....Pages 501-511
 TiedGAN: Multi-domain Image Transformation Networks  (Mohammad Ahangar Kiasari, Dennis Singh Moirangthem, Jonghong Kim, Minho Lee)....Pages 512-518
 Graph Matching Based on Fast Normalized Cut  (Jing Yang, Xu Yang, Zhang-Bing Zhou, Zhi-Yong Liu)....Pages 519-528
 Two-Phase Transmission Map Estimation for Robust Image Dehazing  (Qiaoling Shu, Chuansheng Wu, Ryan Wen Liu, Kwok Tai Chui, Shengwu Xiong)....Pages 529-541
 An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks  (Kangfu Mei, Aiwen Jiang, Juncheng Li, Jihua Ye, Mingwen Wang)....Pages 542-553
 Image Denoising Using a Deep Encoder-Decoder Network with Skip Connections  (Raphaël Couturier, Gilles Perrot, Michel Salomon)....Pages 554-565
 MSCE: An Edge-Preserving Robust Loss Function for Improving Super-Resolution Algorithms  (Ram Krishna Pandey, Nabagata Saha, Samarjit Karmakar, A. G. Ramakrishnan)....Pages 566-575
Back Matter ....Pages 577-579