Table of Contents

• GL2vec: Graph Embedding Enriched by Line Graphs with Edge FeaturesHong Chen, Hisashi Koga. 3-14 [doi]
• Joint Semantic Hashing Using Deep Supervised and Unsupervised MethodsKuan Xu, Yu Qiao, Yueyang Gu, Xiaoguang Niu, Suwei Ma, Xiaobin Xiao, Xingqi Fang. 15-23 [doi]
• Label-Based Deep Semantic Hashing for Cross-Modal RetrievalWeiwei Weng, Jiagao Wu, Lu Yang, Linfeng Liu, Bin Hu. 24-36 [doi]
• HRec: Heterogeneous Graph Embedding-Based Personalized Point-of-Interest RecommendationYijun Su, Xiang Li, Daren Zha, Wei Tang, Yiwen Jiang, Ji Xiang, Neng Gao. 37-49 [doi]
• Embedding and Predicting Software Security Entity Relationships: A Knowledge Graph Based ApproachHongbo Xiao, Zhenchang Xing, Xiaohong Li, Hao Guo. 50-63 [doi]
• SACIC: A Semantics-Aware Convolutional Image Captioner Using Multi-level Pervasive AttentionSandeep Narayan Parameswaran, Sukhendu Das. 64-76 [doi]
• One Analog Neuron Cannot Recognize Deterministic Context-Free LanguagesJirí Síma, Martin Plátek. 77-89 [doi]
• Tag-Based Semantic Features for Scene Image ClassificationChiranjibi Sitaula, Yong Xiang 0001, Anish Basnet, Sunil Aryal, Xuequan Lu. 90-102 [doi]
• Integrating TM Knowledge into NMT with Double Chain GraphQiuxiang He, Guoping Huang, Li Li. 103-114 [doi]
• Learning Transferable Policies with Improved Graph Neural Networks on Serial Robotic StructureFengyi Zhang, Fangzhou Xiong, Xu Yang 0004, Zhiyong Liu. 115-126 [doi]
• Visualizing Readable Instance Graphs of Ontology with Memo GraphFatma Ghorbel, Wafa Wali, Fayçal Hamdi 0001, Elisabeth Métais, Bilel Gargouri. 127-139 [doi]
• Hippocampus Segmentation in MRI Using Side U-Net ModelWenbin Yao, Shan Wang, Huiyuan Fu. 143-150 [doi]
• AutoML for DenseNet CompressionWencong Jiao, Tao Li, Guoqiang Zhong 0001, Li-na Wang. 151-161 [doi]
• Mechanisms of Reward-Modulated STDP and Winner-Take-All in Bayesian Spiking Decision-Making CircuitHui Yan, Xinle Liu, Hong Huo, Tao Fang. 162-172 [doi]
• Homeostasis-Based CNN-to-SNN Conversion of Inception and Residual ArchitecturesFu Xing, Ye Yuan, Hong Huo, Tao Fang. 173-184 [doi]
• Training Large-Scale Spiking Neural Networks on Multi-core Neuromorphic System Using BackpropagationMegumi Ito, Malte J. Rasch, Masatoshi Ishii, Atsuya Okazaki, Sangbum Kim, Junka Okazawa, Akiyo Nomura, Kohji Hosokawa, Wilfried Haensch. 185-194 [doi]
• Deep Learning of EEG Data in the NeuCube Brain-Inspired Spiking Neural Network Architecture for a Better Understanding of DepressionDhvani Shah, Grace Y. Wang, Maryam Gholami Doborjeh, Zohreh Gholami Doborjeh, Nikola Kasabov. 195-206 [doi]
• Watch and Ask: Video Question GenerationShenglei Huang, Shaohan Hu, Bencheng Yan. 209-221 [doi]
• Multi-perspective Denoising Reader for Multi-paragraph Reading ComprehensionFengcheng Yuan, Yanfu Xu, Zheng Lin, Weiping Wang 0005, Gang Shi. 222-234 [doi]
• Models in the Wild: On Corruption Robustness of Neural NLP SystemsBarbara Rychalska, Dominika Basaj, Alicja Gosiewska, Przemyslaw Biecek. 235-247 [doi]
• Hie-Transformer: A Hierarchical Hybrid Transformer for Abstractive Article SummarizationXuewen Zhang, Kui Meng, Gongshen Liu. 248-258 [doi]
• Target-Based Attention Model for Aspect-Level Sentiment AnalysisWei Chen, Wenxin Yu, Zhiqiang Zhang, Yunye Zhang, Kepeng Xu, Fengwei Zhang, Yibo Fan, Gang He 0002, Zhuo Yang. 259-269 [doi]
• Keyphrase Generation with Word AttentionHai Huang, Tianshuo Huang, Longxuan Ma, Lei Zhang. 270-281 [doi]
• Dynamic Neural Language ModelsEdouard Delasalles, Sylvain Lamprier, Ludovic Denoyer. 282-294 [doi]
• A Fast Convolutional Self-attention Based Speech Dereverberation Method for Robust Speech RecognitionNan Li, Meng Ge, Longbiao Wang, Jianwu Dang. 295-305 [doi]
• Option Attentive Capsule Network for Multi-choice Reading ComprehensionHang Miao, Ruifang Liu, Sheng Gao. 306-318 [doi]
• Exploring and Identifying Malicious Sites in Dark Web Using Machine LearningYuki Kawaguchi, Seiichi Ozawa. 319-327 [doi]
• Paragraph-Level Hierarchical Neural Machine TranslationYuqi Zhang, Kui Meng, Gongshen Liu. 328-339 [doi]
• Residual Connection-Based Multi-step Reasoning via Commonsense Knowledge for Multiple Choice Machine Reading ComprehensionYixuan Sheng, Man Lan. 340-352 [doi]
• Zero-Shot Transfer Learning Based on Visual and Textual ResemblanceGang Yang 0001, Jieping Xu. 353-362 [doi]
• Morphological Knowledge Guided Mongolian Constituent ParsingNa Liu, Xiangdong Su, Guanglai Gao, Feilong Bao, Min Lu. 363-375 [doi]
• BERT Based Hierarchical Sequence Classification for Context-Aware Microblog Sentiment AnalysisJiahuan Lei, Qing Zhang, Jinshan Wang, Hengliang Luo. 376-386 [doi]
• Topic Aware Context Modelling for Dialogue Response GenerationDali Chen, Wenge Rong, Zhiyuan Ma, Yuanxin Ouyang, Zhang Xiong. 387-397 [doi]
• A Deep Neural Framework for Contextual Affect DetectionKumar Shikhar Deep, Asif Ekbal, Pushpak Bhattacharyya. 398-409 [doi]
• Improving Student Forum Responsiveness: Detecting Duplicate Questions in Educational ForumsManal Mohania, Liyuan Zhou, Tom Gedeon. 410-421 [doi]
• On Probability Calibration of Recurrent Text Recognition NetworkXinghua Zhu, Jianzong Wang, Zhenhou Hong, Junxiong Guo, Jing Xiao. 425-436 [doi]
• On the Hermite Series-Based Generalized Regression Neural Networks for Stream Data MiningDanuta Rutkowska, Leszek Rutkowski. 437-448 [doi]
• Deep Hybrid Spatiotemporal Networks for Continuous Pain Intensity EstimationSelvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood. 449-461 [doi]
• Sales Demand Forecast in E-commerce Using a Long Short-Term Memory Neural Network MethodologyKasun Bandara, Peibei Shi, Christoph Bergmeir, Hansika Hewamalage, Quoc Tran, Brian Seaman. 462-474 [doi]
• Deep Point-Wise Prediction for Action Temporal ProposalLuxuan Li, Tao Kong, Fuchun Sun, Huaping Liu 0001. 475-487 [doi]
• Real-Time Financial Data Prediction Using Meta-cognitive Recurrent Kernel Online Sequential Extreme Learning MachineZongying Liu, Chu Kiong Loo, Kitsuchart Pasupa. 488-498 [doi]
• Deep Spatial-Temporal Field for Human Head Orientation EstimationZhansheng Xiong, Zhenhua Wang, Zheng Wang, Jianhua Zhang. 499-509 [doi]
• Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic PeopleMaxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi. 510-521 [doi]
• Teacher-Student Learning and Post-processing for Robust BiLSTM Mask-Based Acoustic BeamformingZhaoyi Liu, Qiuyuan Chen, Han Hu, Haoyu Tang, Y. X. Zou. 522-533 [doi]
• Maxout into MDLSTM for Offline Arabic Handwriting RecognitionRania Maalej, Monji Kherallah. 534-545 [doi]
• Unsupervised Feature Selection Based on Matrix Factorization with Redundancy MinimizationYang Fan, Jianhua Dai, Siqi Xu. 549-560 [doi]
• Distance Estimation for Quantum Prototypes Based ClusteringKaoutar Benlamine, Younès Bennani, Ahmed Zaiou, Mohamed Hibti, Basarab Matei, Nistor Grozavu. 561-572 [doi]
• Accelerating Bag-of-Words with SOMJian-Hui Chen, Zuo-Ren Wang, Cheng-Lin Liu. 573-584 [doi]
• A Deep Clustering-Guide Learning for Unsupervised Person Re-identificationGuo Chen, Song Wu, Guoqiang Xiao. 585-596 [doi]
• Semi-supervised Deep Learning Using Improved Unsupervised Discriminant ProjectionXiao Han, Zihao Wang, Enmei Tu, Gunnam Suryanarayana, Jie Yang 0002. 597-607 [doi]
• Unsupervised Pre-training of the Brain Connectivity Dynamic Using Residual D-NetYoungjoo Seo, Manuel Morante Moreno, Yannis Kopsinis, Sergios Theodoridis. 608-620 [doi]
• Clustering Ensemble Selection with Determinantal Point ProcessesWei Liu, Xiaodong Yue, Caiming Zhong, Jie Zhou 0009. 621-633 [doi]
• Generative Histogram-Based Model Using Unsupervised LearningParisa Rastin, Guénaël Cabanes, Rosanna Verde, Younès Bennani, Thierry Couronne. 634-646 [doi]