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25th ICONIP 2018: Siem Reap, Cambodia
- Long Cheng, Andrew Chi-Sing Leung, Seiichi Ozawa:
Neural Information Processing - 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part V. Lecture Notes in Computer Science 11305, Springer 2018, ISBN 978-3-030-04220-2
Prediction
- Pratik Dutta
, Sriparna Saha, Agni Besh Chauhan:
Predicting Degree of Relevance of Pathway Markers from Gene Expression Data: A PSO Based Approach. 3-14 - Pengcheng Li, Min Sun, Mingzhou Pang:
Prediction of Taxi Demand Based on ConvLSTM Neural Network. 15-25 - Daiki Ito, Raku Shirasawa, Shinnosuke Hattori, Shigetaka Tomiya, Gouhei Tanaka
Prediction of Molecular Packing Motifs in Organic Crystals by Neural Graph Fingerprints. 26-34 - Hui Yang, Yingying Zhu, Qiang Huang:
A Multi-indicator Feature Selection for CNN-Driven Stock Index Prediction. 35-46 - Artem Betlei
Uplift Prediction with Dependent Feature Representation in Imbalanced Treatment and Control Conditions. 47-57 - Breno Santos, Bruna Aguiar, Mêuser Valença:
Applying Macroclimatic Variables to Improve Flow Rate Forecasting Using Neural Networks Techniques. 58-69 - Matloob Khushi
Predicting Functional Interactions Among DNA-Binding Proteins. 70-80 - Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba, Hisashi Kashima:
BayesGrad: Explaining Predictions of Graph Convolutional Networks. 81-92 - Bin Wang
Deep Multi-task Learning for Air Quality Prediction. 93-103 - Mengying Li, Shanliang Xue, Sijia Cheng:
Research on the Prediction Technology of Ice Hockey Based on Support Vector Machine. 104-115 - Dae-Hyeon Kim, Ye Jin Lee, Rhee Man Kil, Hee Yong Youn:
Deep Structure of Gaussian Kernel Function Networks for Predicting Daily Peak Power Demands. 116-126 - Suneetha Uppu, Aneesh Krishna:
Convolutional Model for Predicting SNP Interactions. 127-137 - Junxiu Liu, Tiening Sun, Yuling Luo, Qiang Fu
Financial Data Forecasting Using Optimized Echo State Network. 138-149 - Lov Kumar
Application of SMOTE and LSSVM with Various Kernels for Predicting Refactoring at Method Level. 150-161 - Deepanway Ghosal, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya:
Deep Ensemble Model with the Fusion of Character, Word and Lexicon Level Information for Emotion and Sentiment Prediction. 162-174 - Jie Wu, Yulai Zhang, Jianfen Wang:
Research on Usage Prediction Methods for O2O Coupons. 175-183 - Weiwei Cao
Prediction Based on Online Extreme Learning Machine in WWTP Application. 184-195
Pattern Recognition
- Zhenni You, Tieyun Qian
Learning a Joint Representation for Classification of Networked Documents. 199-209 - Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu:
A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese. 210-220 - Jie-Lin Qiu
Multi-view Emotion Recognition Using Deep Canonical Correlation Analysis. 221-231 - Linkai Luo, Haiqin Yang, Sai Cheong Siu, Francis Yuk-Lun Chin:
Neural Machine Translation for Financial Listing Documents. 232-243 - Jinting Wu, Kang Li, Xiaoguang Zhao, Min Tan:
Unfamiliar Dynamic Hand Gestures Recognition Based on Zero-Shot Learning. 244-254 - Wei Liu, Zhenyu Yang, Zongtian Liu:
Chinese Event Recognition via Ensemble Model. 255-264 - Hongxi Wei, Ya Wen, Weiyuan Wang, Guanglai Gao:
Convolutional Neural Network for Machine-Printed Traditional Mongolian Font Recognition. 265-274 - Yun Luo, Si-Yang Zhang, Wei-Long Zheng, Bao-Liang Lu
WGAN Domain Adaptation for EEG-Based Emotion Recognition. 275-286 - Fengmao Lv
Improving Target Discriminability for Unsupervised Domain Adaptation. 287-298 - Zhenyue Qin, Tom Gedeon, Lu Chen, Xuanying Zhu, Md. Zakir Hossain
Artificial Neural Networks Can Distinguish Genuine and Acted Anger by Synthesizing Pupillary Dilation Signals from Different Participants. 299-310 - Chaoqi Chen, Weiping Xie, Yue Huang, Xian Yu, Xinghao Ding:
Weakly-Supervised Man-Made Object Recognition in Underwater Optimal Image Through Deep Domain Adaptation. 311-322 - Abdelrahman Fahmy, Wael Abdelhamid
Interactive Sketch Recognition Framework for Geometric Shapes. 323-334 - Zhong Qian
Event Factuality Identification via Hybrid Neural Networks. 335-347 - Liantao Wang, Yan Liu, Jianfeng Lu:
A Least Squares Approach to Region Selection. 348-358 - Fang Liu, Sihan Li, Zhenhao Yu, Xiaoxiong Ju, Honghai Wang, Quan Qi:
Adaptive Intrusion Recognition for Ultraweak FBG Signals of Perimeter Monitoring Based on Convolutional Neural Networks. 359-369 - Ke Sun, Tieyun Qian
Exploiting User and Item Attributes for Sequential Recommendation. 370-380 - Zongze Jin, Yun Zhang, Weimin Mu, Weiping Wang:
Leveraging Similar Reviews to Discover What Users Want. 381-391 - Ariel Ruiz-Garcia
Deep Learning for Real Time Facial Expression Recognition in Social Robots. 392-402 - He Li, Yi-Ming Jin, Wei-Long Zheng, Bao-Liang Lu
Cross-Subject Emotion Recognition Using Deep Adaptation Networks. 403-413 - Nikita Gordienko
Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti. 414-424 - Yunhao Yuan, Hui Zhang, Yun Li, Jipeng Qiang, Wenyan Bao:
Supervised Two-Dimensional CCA for Multiview Data Representation. 425-434
Word, Text and Document Processing
- Heng-Yang Lu, Yun Li
Constructing Pseudo Documents with Semantic Similarity for Short Text Topic Discovery. 437-449 - Lin Li, Linlong Xiao, Wenzhen Jin, Hong Zhu, Guocai Yang:
Text Classification Based on Word2vec and Convolutional Neural Network. 450-460 - Wei Tang, Yijun Su, Xiang Li, Daren Zha, Weiyu Jiang, Neng Gao, Ji Xiang:
CNN-Based Chinese Character Recognition with Skeleton Feature. 461-472 - Hao Jia, Qing Li:
Fuzzy Bag-of-Topics Model for Short Text Representation. 473-482 - Haochuan Jiang, Guanyu Yang, Kaizhu Huang
W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks. 483-493 - Quanbin Wang, Ying Tan
Automatic Grammatical Error Correction Based on Edit Operations Information. 494-505 - Renrong Shao
An Online Handwritten Numerals Segmentation Algorithm Based on Spectral Clustering. 506-516 - Gautam Kishore Shahi
Analysis, Classification and Marker Discovery of Gene Expression Data with Evolving Spiking Neural Networks. 517-527 - Hongjian Zhan, Shujing Lyu, Yue Lu:
Improving Off-Line Handwritten Chinese Character Recognition with Semantic Information. 528-536 - Tianyu Li, Yun Li, Jipeng Qiang, Yunhao Yuan:
Text Simplification with Self-Attention-Based Pointer-Generator Networks. 537-545 - Xiangdong Su, Rong Yan, Zheng Gong, Yujiao Fu, Heng Xu:
Integrating Topic Information into VAE for Text Semantic Similarity. 546-557 - Na Liu, Xiangdong Su, Guanglai Gao, Feilong Bao:
Mongolian Word Segmentation Based on Three Character Level Seq2Seq Models. 558-569
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