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

Front Matter ....Pages I-XXII
Front Matter ....Pages 1-1
 Multi-label Feature Selection Method Combining Unbiased Hilbert-Schmidt Independence Criterion with Controlled Genetic Algorithm  (Chang Liu, Quan Ma, Jianhua Xu)....Pages 3-14
 Anthropometric Features Based Gait Pattern Prediction Using Random Forest for Patient-Specific Gait Training  (Shixin Ren, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Jiaxing Wang, Liang Peng)....Pages 15-26
 Robust Multi-view Features Fusion Method Based on CNMF  (Bangjun Wang, Liu Yang, Li Zhang, Fanzhang Li)....Pages 27-39
 Brain Functional Connectivity Analysis and Crucial Channel Selection Using Channel-Wise CNN  (Jiaxing Wang, Weiqun Wang, Zeng-Guang Hou, Xu Liang, Shixin Ren, Liang Peng)....Pages 40-49
 An Effective Discriminative Learning Approach for Emotion-Specific Features Using Deep Neural Networks  (Shuiyang Mao, Pak-Chung Ching)....Pages 50-61
 Convolutional Neural Network with Spectrogram and Perceptual Features for Speech Emotion Recognition  (Linjuan Zhang, Longbiao Wang, Jianwu Dang, Lili Guo, Haotian Guan)....Pages 62-71
 Feature Selection Based on Fuzzy Conditional Distinction Degree  (Qilai Zhang, Jianhua Dai)....Pages 72-83
 Multi-label Feature Selection Method Based on Multivariate Mutual Information and Particle Swarm Optimization  (Xidong Wang, Lei Zhao, Jianhua Xu)....Pages 84-95
 Feature Selection Using Distance from Classification Boundary and Monte Carlo Simulation  (Yutaro Koyama, Kazushi Ikeda, Yuichi Sakumura)....Pages 96-105
Front Matter ....Pages 107-107
 Approximate Spectral Clustering Using Topology Preserving Methods and Local Scaling  (Mashaan Alshammari, Masahiro Takatsuka)....Pages 109-121
 Discovering Similarities in Malware Behaviors by Clustering of API Call Sequences  (Fatima Al Shamsi, Wei Lee Woon, Zeyar Aung)....Pages 122-133
 A Storm-Based Parallel Clustering Algorithm of Streaming Data  (Fang-Zhu Xu, Zhi-Ying Jiang, Yan-Lin He, Ya-Jie Wang, Qun-Xiong Zhu)....Pages 134-144
 Iterative Maximum Clique Clustering Based Detection Filter  (Xinyu Zhang, Hao Sheng, Yang Zhang, Jiahui Chen, Yubin Wu, Guangtao Xue et al.)....Pages 145-156
 Towards a Compact and Effective Representation for Datasets with Inhomogeneous Clusters  (Haimei Zhao, Zhuo Chen, Qiuhui Tong, Yuan Bo)....Pages 157-169
 Adaptive Fuzzy Clustering Algorithm with Local Information and Markov Random Field for Image Segmentation  (Jialiang Hu, Ying Wen)....Pages 170-180
 Efficient Direct Structured Subspace Clustering  (Wen-ming Cao, Rui Li, Sheng Qian, Si Wu, Hau-San Wong)....Pages 181-190
 Privacy-Preserving K-Means Clustering Upon Negative Databases  (Xiaoyi Hu, Liping Lu, Dongdong Zhao, Jianwen Xiang, Xing Liu, Haiying Zhou et al.)....Pages 191-204
 Self-Paced Multi-Task Multi-View Capped-norm Clustering  (Yazhou Ren, Xin Yan, Zechuan Hu, Zenglin Xu)....Pages 205-217
 Shape Clustering as a Type of Procrustes Analysis  (Kazunori Iwata)....Pages 218-227
Front Matter ....Pages 229-229
 Aspect-Level Sentiment Classification with Conv-Attention Mechanism  (Qian Yi, Jie Liu, Guixuan Zhang, Shuwu Zhang)....Pages 231-243
 Attention-Based Combination of CNN and RNN for Relation Classification  (Xiaoyu Guo, Hui Zhang, Rui Liu, Xin Ding, Runqi Tian, Bencheng Wang)....Pages 244-255
 Discrete Sparse Hashing for Cross-Modal Similarity Search  (Lu Wang, Chao Ma, Enmei Tu, Jie Yang, Nikola Kasabov)....Pages 256-267
 Solving the Double Dummy Bridge Problem with Shallow Autoencoders  (Jacek Mańdziuk, Jakub Suchan)....Pages 268-280
 Cross-Project Issue Classification Based on Ensemble Modeling in a Social Coding World  (Yarong Zeng, Yue Yu, Qiang Fan, Xunhui Zhang, Tao Wang, Gang Yin et al.)....Pages 281-292
 Decision Tree Twin Support Vector Machine Based on Kernel Clustering for Multi-class Classification  (Qingyun Dou, Li Zhang)....Pages 293-303
 Machine Learning Techniques for Classification of Livestock Behavior  (Natasa Kleanthous, Abir Hussain, Alex Mason, Jennifer Sneddon, Andy Shaw, Paul Fergus et al.)....Pages 304-315
 Two-Stage Attention Network for Aspect-Level Sentiment Classification  (Kai Gao, Hua Xu, Chengliang Gao, Xiaomin Sun, Junhui Deng, Xiaoming Zhang)....Pages 316-325
 The Fuzzy Misclassification Analysis with Deep Neural Network for Handling Class Noise Problem  (Anupiya Nugaliyadde, Ratchakoon Pruengkarn, Kok Wai Wong)....Pages 326-335
 A Neuronal Morphology Classification Approach Based on Deep Residual Neural Networks  (Xianghong Lin, Jianyang Zheng, Xiangwen Wang, Huifang Ma)....Pages 336-348
 Privacy-Preserving Naive Bayes Classification Using Fully Homomorphic Encryption  (Sangwook Kim, Masahiro Omori, Takuya Hayashi, Toshiaki Omori, Lihua Wang, Seiichi Ozawa)....Pages 349-358
 Classification of Calligraphy Style Based on Convolutional Neural Network  (Fengrui Dai, Chenwei Tang, Jiancheng Lv)....Pages 359-370
 Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation  (Alberto Patino-Saucedo, Horacio Rostro-Gonzalez, Jorg Conradt)....Pages 371-379
 Supervised and Semi-supervised Multi-task Binary Classification  (Rakesh Kumar Sanodiya, Sriparna Saha, Jimson Mathew, Arpita Raj)....Pages 380-391
 Employ Decision Values for Soft-Classifier Evaluation with Crispy References  (Lei Zhu, Tao Ban, Takeshi Takahashi, Daisuke Inoue)....Pages 392-402
Front Matter ....Pages 403-403
 Guide-Wire Detecting Based on Speeded up Robust Features for Percutaneous Coronary Intervention  (Prasong Pusit, Xiaoliang Xie, Zengguang Hou)....Pages 405-415
 New Default Box Strategy of SSD for Small Target Detection  (Yuyao He, Baoqi Li, Yaohua Zhao)....Pages 416-425
 Weakly Supervised Temporal Action Detection with Shot-Based Temporal Pooling Network  (Haisheng Su, Xu Zhao, Tianwei Lin, Haiping Fei)....Pages 426-436
 Drogue Detection for Autonomous Aerial Refueling Based on Adaboost and Convolutional Neural Networks  (Yanjie Guo, Yimin Deng, Haibin Duan)....Pages 437-443
 Deep Neural Network Based Salient Object Detection with Image Enhancement  (Lecheng Zhou, Xiaodong Gu)....Pages 444-453
 Brain Slices Microscopic Detection Using Simplified SSD with Cycle-GAN Data Augmentation  (Weizhou Liu, Long Cheng, Deyuan Meng)....Pages 454-463
 Agglomeration Detection in Gas-Phase Ethylene Polymerization Based on Multi-scale Convolutional Neural Network  (Wenqian Zhang, Jing Wang, Haiyan Wu)....Pages 464-475
 Intra-class Structure Aware Networks for Screen Defect Detection  (Chengchao Shen, Jie Song, Shuyi Song, Sihui Luo, Li Sun, Mingli Song)....Pages 476-485
 Mobile Malware Detection - An Analysis of the Impact of Feature Categories  (Mahbub E. Khoda, Joarder Kamruzzaman, Iqbal Gondal, Tasadduq Imam)....Pages 486-498
 Recurrent RetinaNet: A Video Object Detection Model Based on Focal Loss  (Xiaobo Li, Haohua Zhao, Liqing Zhang)....Pages 499-508
 Neural Causality Detection for Multi-dimensional Point Processes  (Tianyu Wang, Christian Walder, Tom Gedeon)....Pages 509-521
 Density-Induced Support Vector Data Description for Fault Detection on Tennessee Eastman Process  (Yangtao Xue, Li Zhang, Bangjun Wang, Baige Tang)....Pages 522-531
 ExtTra: Short-Term Traffic Flow Prediction Based on Extremely Randomized Trees  (Jiaxing Shang, Xiaofan Yan, Linhui Feng, Zheng Dong, Haojie Wang, Shangbo Zhou)....Pages 532-544
 Actor Model Anomaly Detection Using Kernel Principal Component Analysis  (Chunze Wang, Jing Wang, Chun Wang, Qiwei Shen)....Pages 545-554
 Passive Detection of Splicing and Copy-Move Attacks in Image Forgery  (Mohammad Manzurul Islam, Joarder Kamruzzaman, Gour Karmakar, Manzur Murshed, Gayan Kahandawa)....Pages 555-567
 Learning Latent Byte-Level Feature Representation for Malware Detection  (Mahmood Yousefi-Azar, Len Hamey, Vijay Varadharajan, Shiping Chen)....Pages 568-578
 Occlusion Detection in Visual Tracking: A New Framework and A New Benchmark  (Xiaoguang Niu, Yueyang Gu, Zhifeng Lu, Zehua Hong, Yi Tian, Kuan Xu et al.)....Pages 579-587
 Attentional Payload Anomaly Detector for Web Applications  (Zhi-Quan Qin, Xing-Kong Ma, Yong-Jun Wang)....Pages 588-599
 A Semantic Parsing Based LSTM Model for Intrusion Detection  (Zhipeng Li, Zheng Qin)....Pages 600-609
 Detecting the Doubt Effect and Subjective Beliefs Using Neural Networks and Observers’ Pupillary Responses  (Xuanying Zhu, Zhenyue Qin, Tom Gedeon, Richard Jones, Md Zakir Hossain, Sabrina Caldwell)....Pages 610-621
 Driver Sleepiness Detection Using LSTM Neural Network  (Yini Deng, Yingying Jiao, Bao-Liang Lu)....Pages 622-633
 HTMTAD: A Model to Detect Anomalies of CDN Traffic Based on Improved HTM Network  (Ning Zhao, Yongli Wang, Na Cao, Xiaoze Gong)....Pages 634-646
 A Deep Learning Based Multi-task Ensemble Model for Intent Detection and Slot Filling in Spoken Language Understanding  (Mauajama Firdaus, Shobhit Bhatnagar, Asif Ekbal, Pushpak Bhattacharyya)....Pages 647-658
 An Image-Based Approach for Defect Detection on Decorative Sheets  (Boyu Zhou, Xin He, Zhongyi Zhou, Xinyi Le)....Pages 659-670
 Complex Conditional Generative Adversarial Nets for Multiple Objectives Detection in Aerial Images  (Dan Popescu, Loretta Ichim, Andrei Docea)....Pages 671-683
 Facial Landmark Detection Under Large Pose  (Yangyang Hao, Hengliang Zhu, Zhiwen Shao, Xin Tan, Lizhuang Ma)....Pages 684-696
Back Matter ....Pages 697-699