Table of Contents

• An Ensemble Model for Winning a Chinese Machine Reading Comprehension CompetitionJun He, Yongjing Cheng, Min Wang, Jingyu Xie, Wei Xie, Rui Su, Shandong Yuan, Yao Cui. 3-8 [doi]
• Dependent Multilevel Interaction Network for Natural Language InferenceYun Li, Yan Yang 0008, Yong Deng, Qinmin Vivian Hu, Chengcai Chen, Liang He 0001, Zhou Yu. 9-21 [doi]
• Learning to Explain Chinese Slang WordsChuanrun Yi, Dong Wang, Chunyu He, Ying Sha. 22-33 [doi]
• Attention-Based Improved BLSTM-CNN for Relation ClassificationQifeng Xiao, Ming Gao, Shaochun Wu, Xiaoqi Sun. 34-43 [doi]
• An Improved Method of Applying a Machine Translation Model to a Chinese Word Segmentation TaskYuekun Wei, Binbin Qu, Nan Hu, Liu Han. 44-54 [doi]
• Interdependence Model for Multi-label ClassificationKosuke Yoshimura, Tomoaki Iwase, Yukino Baba, Hisashi Kashima. 55-68 [doi]
• Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF DocumentsRenato Garita Figueiredo, Kai-Uwe Kühnberger, Gordon Pipa, Tobias Thelen. 69-75 [doi]
• Collaborative Attention Network with Word and N-Gram Sequences Modeling for Sentiment ClassificationJunwei Bao, Liang Zhang, Bo Han. 79-92 [doi]
• Targeted Sentiment Classification with Attentional Encoder NetworkYouwei Song, Jiahai Wang, Tao Jiang, Zhiyue Liu, Yanghui Rao. 93-103 [doi]
• Capturing User and Product Information for Sentiment Classification via Hierarchical Separated Attention and Neural Collaborative FilteringMinghui Yan, Changjian Wang, Ying Sha. 104-116 [doi]
• Imbalanced Sentiment Classification Enhanced with Discourse MarkerTao Zhang, Xing Wu, Meng Lin, Jizhong Han, Songlin Hu. 117-129 [doi]
• Revising Attention with Position for Aspect-Level Sentiment ClassificationDong Wang, Tingwen Liu, Bin Wang. 130-142 [doi]
• Surrounding-Based Attention Networks for Aspect-Level Sentiment ClassificationYuheng Sun, Xianchen Wang, Hongtao Liu, Wenjun Wang 0002, Pengfei Jiao. 143-155 [doi]
• Mid Roll Advertisement Placement Using Multi Modal Emotion AnalysisSumanu Rawat, Aman Chopra, Siddhartha Singh, Shobhit Sinha. 159-171 [doi]
• DCAR: Deep Collaborative Autoencoder for Recommendation with Implicit FeedbackJiong Wang, Neng Gao, Jia Peng, Jingjie Mo. 172-184 [doi]
• Jointly Learning to Detect Emotions and Predict Facebook ReactionsLisa Graziani, Stefano Melacci, Marco Gori. 185-197 [doi]
• Discriminative Feature Learning for Speech Emotion RecognitionYuying Zhang, Yuexian Zou, Junyi Peng, Danqing Luo, Dongyan Huang. 198-210 [doi]
• A Judicial Sentencing Method Based on Fused Deep Neural NetworksYuhan Yin, Hongtian Yang, Zhihong Zhao, Songyu Chen. 213-226 [doi]
• SECaps: A Sequence Enhanced Capsule Model for Charge PredictionCongqing He, Li Peng, Yuquan Le, Jiawei He, Xiangyu Zhu. 227-239 [doi]
• Learning to Predict Charges for Judgment with Legal GraphSi Chen, Pengfei Wang, Wei Fang, Xingchen Deng, Feng Zhang. 240-252 [doi]
• A Recurrent Attention Network for Judgment PredictionZe Yang, Pengfei Wang, Lei Zhang, Linjun Shou, Wenwen Xu. 253-266 [doi]
• Symmetrical Adversarial Training Network: A Novel Model for Text GenerationYongzhen Gao, Chongjun Wang. 269-280 [doi]
• A Novel Image Captioning Method Based on Generative Adversarial NetworksYang Fan, Jungang Xu, Yingfei Sun, Yiyu Wang. 281-292 [doi]
• Quality-Diversity Summarization with Unsupervised AutoencodersLei Li, Zuying Huang, Natalia Vanetik, Marina Litvak. 293-299 [doi]
• Conditional GANs for Image Captioning with SentimentsTushar Karayil, Asif Irfan, Federico Raue, Jörn Hees, Andreas Dengel 0001. 300-312 [doi]
• Neural Poetry: Learning to Generate Poems Using SyllablesAndrea Zugarini, Stefano Melacci, Marco Maggini. 313-325 [doi]
• Exploring the Advantages of Corpus in Neural Machine Translation of Agglutinative LanguageYatu Ji, Hongxu Hou, Nier Wu, Junjie Chen. 326-336 [doi]
• RL Extraction of Syntax-Based Chunks for Sentence CompressionHoa T. Le, Christophe Cerisara, Claire Gardent. 337-347 [doi]
• Robust Sound Event Classification with Local Time-Frequency Information and Convolutional Neural NetworksYanli Yao, Qiang Yu 0005, Longbiao Wang, Jianwu Dang. 351-361 [doi]
• Neuro-Spectral Audio Synthesis: Exploiting Characteristics of the Discrete Fourier Transform in the Real-Time Simulation of Musical Instruments Using Parallel Neural NetworksCarlos Tarjano, Valdecy Pereira. 362-375 [doi]
• Ensemble of Convolutional Neural Networks for P300 Speller in Brain Computer InterfaceHongchang Shan, Yu Liu, Todor P. Stefanov. 376-394 [doi]
• Deep Recurrent Neural Networks with Nonlinear Masking Layers and Two-Level Estimation for Speech SeparationJiantao Zhang, Pingjian Zhang. 397-411 [doi]
• Auto-Lag Networks for Real Valued Sequence to Sequence PredictionGilles Madi-Wamba, Nicolas Gaude. 412-425 [doi]
• LSTM Prediction on Sudden Occurrence of Maintenance Operation of Air-Conditioners in Real-Time Pricing Adaptive ControlShun Matsukawa, Chuzo Ninagawa, Junji Morikawa, Takashi Inaba, Seiji Kondo. 426-435 [doi]
• Dynamic Ensemble Using Previous and Predicted Future Performance for Multi-step-ahead Solar Power ForecastingIrena Koprinska, Mashud Rana, Ashfaqur Rahman. 436-449 [doi]
• Timage - A Robust Time Series Classification PipelineMarc Wenninger, Sebastian Bayerl, Jochen Schmidt, Korbinian Riedhammer. 450-461 [doi]
• Prediction of the Next Sensor Event and Its Time of Occurrence in Smart HomesFlávia Dias Casagrande, Jim Tørresen, Evi Zouganeli. 462-473 [doi]
• Multi-task Learning Method for Hierarchical Time Series ForecastingMaoxin Yang, Qinghua Hu, Yun Wang. 474-485 [doi]
• Demand-Prediction Architecture for Distribution Businesses Based on Multiple RNNs with Alternative Weight UpdateYuya Okadome, Wenpeng Wei, Ryo Sakai, Toshiko Aizono. 486-496 [doi]
• A Study of Deep Learning for Network Traffic Data ForecastingBenedikt Pfülb, Christoph Hardegen, Alexander Gepperth, Sebastian Rieger. 497-512 [doi]
• Composite Quantile Regression Long Short-Term Memory NetworkZongxia Xie, Hao Wen. 513-524 [doi]
• Short-Term Temperature Forecasting on a Several Hours HorizonLouis Desportes, Pierre Andry, Inbar Fijalkow, Jérôme David. 525-536 [doi]
• Using Long Short-Term Memory for Wavefront Prediction in Adaptive OpticsXuewen Liu, Tim Morris, Chris Saunter. 537-542 [doi]
• Incorporating Adaptive RNN-Based Action Inference and Sensory PerceptionSebastian Otte, Jakob Stoll, Martin V. Butz. 543-555 [doi]
• Quality of Prediction of Daily Relativistic Electrons Flux at Geostationary Orbit by Machine Learning MethodsIrina Myagkova, Alexander Efitorov, Vladimir Shiroky, Sergey Dolenko. 556-565 [doi]
• Soft Subspace Growing Neural Gas for Data Stream ClusteringMohammed Oualid Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune. 569-580 [doi]
• Region Prediction from Hungarian Folk Music Using Convolutional Neural NetworksAnna Kiss, Csaba Sulyok, Zalán Bodó. 581-594 [doi]
• Merging DBSCAN and Density Peak for Robust ClusteringJian Hou, Chengcong Lv, Aihua Zhang 0003, Xu E. 595-610 [doi]
• Market Basket Analysis Using Boltzmann MachinesMauricio A. Valle, Gonzalo A. Ruz. 611-623 [doi]
• Dimensionality Reduction for Clustering and Cluster Tracking of Cytometry DataGivanna H. Putri, Mark N. Read, Irena Koprinska, Thomas M. Ashhurst, Nicholas J. C. King. 624-640 [doi]
• Improving Deep Image Clustering with Spatial Transformer LayersThiago V. M. Souza, Cleber Zanchettin. 641-654 [doi]
• Collaborative Non-negative Matrix FactorizationKaoutar Benlamine, Nistor Grozavu, Younès Bennani, Basarab Matei. 655-666 [doi]
• Cosine Similarity Drift DetectorJuan Isidro González Hidalgo, Laura Maria Palomino Marino, Roberto Souto Maior de Barros. 669-685 [doi]
• Unsupervised Anomaly Detection Using Optimal Transport for Predictive MaintenanceAmina Alaoui-Belghiti, Sylvain Chevallier, Eric Monacelli. 686-697 [doi]
• Robust Gait Authentication Using Autoencoder and Decision TreeMitsuhiro Ogihara, Hideyuki Mizuno. 698-702 [doi]
• MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial NetworksDan Li, Dacheng Chen, Baihong Jin, Lei Shi, Jonathan Goh, See-Kiong Ng. 703-716 [doi]
• Intrusion Detection via Wide and Deep ModelZhipeng Li, Zheng Qin, Pengbo Shen. 717-730 [doi]
• Towards Attention Based Vulnerability Discovery Using Source Code RepresentationJunae Kim, David Hubczenko, Paul Montague. 731-746 [doi]
• Convolutional Recurrent Neural Networks for Computer Network AnalysisJakub Nowak, Marcin Korytkowski, Rafal Scherer. 747-757 [doi]