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

Front Matter ....Pages I-XXI
Front Matter ....Pages 1-1
 Predicting Degree of Relevance of Pathway Markers from Gene Expression Data: A PSO Based Approach  (Pratik Dutta, Sriparna Saha, Agni Besh Chauhan)....Pages 3-14
 Prediction of Taxi Demand Based on ConvLSTM Neural Network  (Pengcheng Li, Min Sun, Mingzhou Pang)....Pages 15-25
 Prediction of Molecular Packing Motifs in Organic Crystals by Neural Graph Fingerprints  (Daiki Ito, Raku Shirasawa, Shinnosuke Hattori, Shigetaka Tomiya, Gouhei Tanaka)....Pages 26-34
 A Multi-indicator Feature Selection for CNN-Driven Stock Index Prediction  (Hui Yang, Yingying Zhu, Qiang Huang)....Pages 35-46
 Uplift Prediction with Dependent Feature Representation in Imbalanced Treatment and Control Conditions  (Artem Betlei, Eustache Diemert, Massih-Reza Amini)....Pages 47-57
 Applying Macroclimatic Variables to Improve Flow Rate Forecasting Using Neural Networks Techniques  (Breno Santos, Bruna Aguiar, Mêuser Valença)....Pages 58-69
 Predicting Functional Interactions Among DNA-Binding Proteins  (Matloob Khushi, Nazim Choudhury, Jonathan W. Arthur, Christine L. Clarke, J. Dinny Graham)....Pages 70-80
 BayesGrad: Explaining Predictions of Graph Convolutional Networks  (Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba et al.)....Pages 81-92
 Deep Multi-task Learning for Air Quality Prediction  (Bin Wang, Zheng Yan, Jie Lu, Guangquan Zhang, Tianrui Li)....Pages 93-103
 Research on the Prediction Technology of Ice Hockey Based on Support Vector Machine  (Mengying Li, Shanliang Xue, Sijia Cheng)....Pages 104-115
 Deep Structure of Gaussian Kernel Function Networks for Predicting Daily Peak Power Demands  (Dae Hyeon Kim, Ye Jin Lee, Rhee Man Kil, Hee Yong Youn)....Pages 116-126
 Convolutional Model for Predicting SNP Interactions  (Suneetha Uppu, Aneesh Krishna)....Pages 127-137
 Financial Data Forecasting Using Optimized Echo State Network  (Junxiu Liu, Tiening Sun, Yuling Luo, Qiang Fu, Yi Cao, Jia Zhai et al.)....Pages 138-149
 Application of SMOTE and LSSVM with Various Kernels for Predicting Refactoring at Method Level  (Lov Kumar, Shashank Mouli Satapathy, Aneesh Krishna)....Pages 150-161
 Deep Ensemble Model with the Fusion of Character, Word and Lexicon Level Information for Emotion and Sentiment Prediction  (Deepanway Ghosal, Md Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya)....Pages 162-174
 Research on Usage Prediction Methods for O2O Coupons  (Jie Wu, Yulai Zhang, Jianfen Wang)....Pages 175-183
 Prediction Based on Online Extreme Learning Machine in WWTP Application  (Weiwei Cao, Qinmin Yang)....Pages 184-195
Front Matter ....Pages 197-197
 Learning a Joint Representation for Classification of Networked Documents  (Zhenni You, Tieyun Qian)....Pages 199-209
 A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese  (Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu)....Pages 210-220
 Multi-view Emotion Recognition Using Deep Canonical Correlation Analysis  (Jie-Lin Qiu, Wei Liu, Bao-Liang Lu)....Pages 221-231
 Neural Machine Translation for Financial Listing Documents  (Linkai Luo, Haiqin Yang, Sai Cheong Siu, Francis Yuk Lun Chin)....Pages 232-243
 Unfamiliar Dynamic Hand Gestures Recognition Based on Zero-Shot Learning  (Jinting Wu, Kang Li, Xiaoguang Zhao, Min Tan)....Pages 244-254
 Chinese Event Recognition via Ensemble Model  (Wei Liu, Zhenyu Yang, Zongtian Liu)....Pages 255-264
 Convolutional Neural Network for Machine-Printed Traditional Mongolian Font Recognition  (Hongxi Wei, Ya Wen, Weiyuan Wang, Guanglai Gao)....Pages 265-274
 WGAN Domain Adaptation for EEG-Based Emotion Recognition  (Yun Luo, Si-Yang Zhang, Wei-Long Zheng, Bao-Liang Lu)....Pages 275-286
 Improving Target Discriminability for Unsupervised Domain Adaptation  (Fengmao Lv, Hao Chen, Jinzhao Wu, Linfeng Zhong, Xiaoyu Li, Guowu Yang)....Pages 287-298
 Artificial Neural Networks Can Distinguish Genuine and Acted Anger by Synthesizing Pupillary Dilation Signals from Different Participants  (Zhenyue Qin, Tom Gedeon, Lu Chen, Xuanying Zhu, Md. Zakir Hossain)....Pages 299-310
 Weakly-Supervised Man-Made Object Recognition in Underwater Optimal Image Through Deep Domain Adaptation  (Chaoqi Chen, Weiping Xie, Yue Huang, Xian Yu, Xinghao Ding)....Pages 311-322
 Interactive Sketch Recognition Framework for Geometric Shapes  (Abdelrahman Fahmy, Wael Abdelhamid, Amir Atiya)....Pages 323-334
 Event Factuality Identification via Hybrid Neural Networks  (Zhong Qian, Peifeng Li, Guodong Zhou, Qiaoming Zhu)....Pages 335-347
 A Least Squares Approach to Region Selection  (Liantao Wang, Yan Liu, Jianfeng Lu)....Pages 348-358
 Adaptive Intrusion Recognition for Ultraweak FBG Signals of Perimeter Monitoring Based on Convolutional Neural Networks  (Fang Liu, Sihan Li, Zhenhao Yu, Xiaoxiong Ju, Honghai Wang, Quan Qi)....Pages 359-369
 Exploiting User and Item Attributes for Sequential Recommendation  (Ke Sun, Tieyun Qian)....Pages 370-380
 Leveraging Similar Reviews to Discover What Users Want  (Zongze Jin, Yun Zhang, Weimin Mu, Weiping Wang)....Pages 381-391
 Deep Learning for Real Time Facial Expression Recognition in Social Robots  (Ariel Ruiz-Garcia, Nicola Webb, Vasile Palade, Mark Eastwood, Mark Elshaw)....Pages 392-402
 Cross-Subject Emotion Recognition Using Deep Adaptation Networks  (He Li, Yi-Ming Jin, Wei-Long Zheng, Bao-Liang Lu)....Pages 403-413
 Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti  (Nikita Gordienko, Peng Gang, Yuri Gordienko, Wei Zeng, Oleg Alienin, Oleksandr Rokovyi et al.)....Pages 414-424
 Supervised Two-Dimensional CCA for Multiview Data Representation  (Yun-Hao Yuan, Hui Zhang, Yun Li, Jipeng Qiang, Wenyan Bao)....Pages 425-434
Front Matter ....Pages 435-435
 Constructing Pseudo Documents with Semantic Similarity for Short Text Topic Discovery  (Heng-yang Lu, Yun Li, Chi Tang, Chong-jun Wang, Jun-yuan Xie)....Pages 437-449
 Text Classification Based on Word2vec and Convolutional Neural Network  (Lin Li, Linlong Xiao, Wenzhen Jin, Hong Zhu, Guocai Yang)....Pages 450-460
 CNN-Based Chinese Character Recognition with Skeleton Feature  (Wei Tang, Yijun Su, Xiang Li, Daren Zha, Weiyu Jiang, Neng Gao et al.)....Pages 461-472
 Fuzzy Bag-of-Topics Model for Short Text Representation  (Hao Jia, Qing Li)....Pages 473-482
 W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks  (Haochuan Jiang, Guanyu Yang, Kaizhu Huang, Rui Zhang)....Pages 483-493
 Automatic Grammatical Error Correction Based on Edit Operations Information  (Quanbin Wang, Ying Tan)....Pages 494-505
 An Online Handwritten Numerals Segmentation Algorithm Based on Spectral Clustering  (Renrong Shao, Cheng Chen, Jun Guo)....Pages 506-516
 Analysis, Classification and Marker Discovery of Gene Expression Data with Evolving Spiking Neural Networks  (Gautam Kishore Shahi, Imanol Bilbao, Elisa Capecci, Durgesh Nandini, Maria Choukri, Nikola Kasabov)....Pages 517-527
 Improving Off-Line Handwritten Chinese Character Recognition with Semantic Information  (Hongjian Zhan, Shujing Lyu, Yue Lu)....Pages 528-536
 Text Simplification with Self-Attention-Based Pointer-Generator Networks  (Tianyu Li, Yun Li, Jipeng Qiang, Yun-Hao Yuan)....Pages 537-545
 Integrating Topic Information into VAE for Text Semantic Similarity  (Xiangdong Su, Rong Yan, Zheng Gong, Yujiao Fu, Heng Xu)....Pages 546-557
 Mongolian Word Segmentation Based on Three Character Level Seq2Seq Models  (Na Liu, Xiangdong Su, Guanglai Gao, Feilong Bao)....Pages 558-569
Back Matter ....Pages 571-573