dblp: ICONIP 2020 (original) (raw)

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27th ICONIP 2020: Bangkok, Thailand - Part IV

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  • Data Mining
  • Healthcare Analytics-Improving Healthcare Outcomes Using Big Data Analytics
  • Human Activity Recognition
  • Image Processing and Computer Vision
  • Natural Language Processing
  • Recommender Systems
  • The 13th International Workshop on Artificial Intelligence and Cybersecurity

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    Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King:
    Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part IV. Communications in Computer and Information Science 1332, Springer 2020, ISBN 978-3-030-63819-1

Data Mining

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    Hongxi Wei, Jing Zhang, Kexin Liu:
    A Hybrid Representation of Word Images for Keyword Spotting. 3-10
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    Kai Xue, Yiyu Ding, Zhirong Yang, Natasa Nord, Mael Roger Albert Barillec, Hans Martin Mathisen, Meng Liu, Tor Emil Giske, Liv Inger Stenstad, Guangyu Cao:
    A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway. 11-22
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    Rasmita Panigrahi, Lov Kumar, Sanjay Kumar Kuanar:
    An Empirical Study to Investigate Different SMOTE Data Sampling Techniques for Improving Software Refactoring Prediction. 23-31
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    Junwen Di, Zhiguo Shi:
    Prediction Model of Breast Cancer Based on mRMR Feature Selection. 32-40
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    Wei Liu, Xiaodong Yue, Caiming Zhong, Jie Zhou:
    Clustering Ensemble Selection with Analytic Hierarchy Process. 41-49
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    Elies Gherbi, Blaise Hanczar, Jean-Christophe Janodet, Witold Klaudel:
    Deep Learning for In-Vehicle Intrusion Detection System. 50-58
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    Zhijian Wu, Jun Li, Jianhua Xu:
    Efficient Binary Multi-view Subspace Learning for Instance-Level Image Retrieval. 59-68
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    Shuang Liu, Peng Chen:
    Hyper-Sphere Support Vector Classifier with Hybrid Decision Strategy. 69-77
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    Jia Peng, Neng Gao, Min Li, Jun Yuan:
    Knowledge Graph Embedding Based on Relevance and Inner Sequence of Relations. 78-86
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    Thin Nguyen, Duc Thanh Nguyen, Thuc Duy Le, Svetha Venkatesh:
    MrPC: Causal Structure Learning in Distributed Systems. 87-94
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    Dipanjyoti Paul, Sriparna Saha, Jimson Mathew:
    Online Multi-objective Subspace Clustering for Streaming Data. 95-103
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    Meng Wang, Kan Li:
    Predicting Information Diffusion Cascades Using Graph Attention Networks. 104-112
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    Yifei Zhang, Neng Gao, Junsha Chen, Chenyang Tu, Jiong Wang:
    PrivRec: User-Centric Differentially Private Collaborative Filtering Using LSH and KD. 113-121
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    Siqi Zhang, Ling Luo, Zhidong Li, Yang Wang, Fang Chen, Richard Xu:
    Simultaneous Customer Segmentation and Behavior Discovery. 122-130
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    Feno Heriniaina Rabevohitra, Yantao Li:
    Structural Text Steganography Using Unseen Tag Attribute Values. 131-139
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    Xiaoyuan Hu, Qing Xu, Yuejun Guo:
    Trajectory Anomaly Detection Based on the Mean Distance Deviation. 140-147
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    Amina Ben Meriem, Lobna Hlaoua, Lotfi Ben Romdhane:
    Tweet Relevance Based on the Theory of Possibility. 148-156

Healthcare Analytics-Improving Healthcare Outcomes Using Big Data Analytics

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    Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi:
    A Semantically Flexible Feature Fusion Network for Retinal Vessel Segmentation. 159-167
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    Xiuhao Liang, Junxiu Liu, Yuling Luo, Guopei Wu, Shunsheng Zhang, Senhui Qiu:
    Automatic Segmentation and Diagnosis of Intervertebral Discs Based on Deep Neural Networks. 168-175
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    Surendrabikram Thapa, Surabhi Adhikari, Usman Naseem, Priyanka Singh, Gnana Bharathy, Mukesh Prasad:
    Detecting Alzheimer's Disease by Exploiting Linguistic Information from Nepali Transcript. 176-184
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    Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed:
    Explaining AI-Based Decision Support Systems Using Concept Localization Maps. 185-193
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    Wenbo Zheng, Lan Yan, Fei-Yue Wang, Chao Gou:
    Learning from the Guidance: Knowledge Embedded Meta-learning for Medical Visual Question Answering. 194-202
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    Syed Abdul Baqi Shah, Syed Mahfuzul Aziz:
    Response Time Determinism in Healthcare Data Analytics Using Machine Learning. 203-210

Human Activity Recognition

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    Guosheng Yang, Xiangling Fu, Nanfang Xu, Kailai Zhang, Ji Wu:
    A Landmark Estimation and Correction Network for Automated Measurement of Sagittal Spinal Parameters. 213-221
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    Jianmin Cai, Hongliang Xie, Jianfeng Li, Shigang Li:
    Facial Expression Recognition with an Attention Network Using a Single Depth Image. 222-231
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    Tao Liu, Fei Jiang, Ruimin Shen:
    Fast and Accurate Hand-Raising Gesture Detection in Classroom. 232-239
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    Rouyi Jin, Xuanying Zhu, Yeu-Shin Fu:
    Identifying Anger Veracity Using Neural Network and Long-Short Term Memory with Bimodal Distribution Removal. 240-247
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    Lu Lu, Siyuan Li, Niannian Chen, Lin Gao, Yong Fan, Yong Jiang, Ling Wu:
    Learning and Distillating the Internal Relationship of Motion Features in Action Recognition. 248-255
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    Suchat Tungjitnob, Kitsuchart Pasupa, Ek Thamwiwatthana, Boontawee Suntisrivaraporn:
    SME User Classification from Click Feedback on a Mobile Banking Apps. 256-264

Image Processing and Computer Vision

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    Zhiheng Zhou, Yue Cao, Xuanying Zhu, Henry Gardner, Hongdong Li:
    3D Human Pose Estimation with 2D Human Pose and Depthmap. 267-274
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    Jinrong Chen:
    A Malware Classification Method Based on Basic Block and CNN. 275-283
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    Jiachen Xu, Jie Zhou, Xin Tan, Lizhuang Ma:
    A Shape-Aware Feature Extraction Module for Semantic Segmentation of 3D Point Clouds. 284-293
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    Mikolaj Wieczorek, Andrzej Michalowski, Anna Wróblewska, Jacek Dabrowski:
    A Strong Baseline for Fashion Retrieval with Person Re-identification Models. 294-301
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    Kuntao Cao, Xi Huang, Jie Shao:
    Adaptive Feature Enhancement Network for Semantic Segmentation. 302-311
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    Qingyang Li, Zhenlin Fan, Guoqiang Zhong:
    BEDNet: Bi-directional Edge Detection Network for Ocean Front Detection. 312-319
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    Eliana Pereira da Silva, Francisco Fambrini, José Hiroki Saito:
    Convolutional Neural Networks and Periocular Region Image Recognition. 320-326
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    Wei Wang, Zhiwen Shao, Wencai Zhong, Lizhuang Ma:
    CPCS: Critical Points Guided Clustering and Sampling for Point Cloud Analysis. 327-335
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    Zhiqiang Zhang, Wenxin Yu, Jinjia Zhou, Xuewen Zhang, Jialiang Tang, Siyuan Li, Ning Jiang, Gang He, Gang He, Zhuo Yang:
    Customizable GAN: Customizable Image Synthesis Based on Adversarial Learning. 336-344
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    Ruikai Cui, Josephine Plested, Jiaxu Liu:
    Declarative Residual Network for Robust Facial Expression Recognition. 345-352
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    Xuewen Zhang, Yunye Zhang, Zhiqiang Zhang, Wenxin Yu, Ning Jiang, Gang He:
    Deep Feature Compatibility for Generated Images Quality Assessment. 353-360
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    Yiqiang Feng, Shimin Shan, Yu Liu, Zhehuan Zhao, Kaiping Xu:
    DRGCN: Deep Relation GCN for Group Activity Recognition. 361-368
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    Maissa Hamouda, Med Salim Bouhlel:
    Dual Convolutional Neural Networks for Hyperspectral Satellite Images Classification (DCNN-HSI). 369-376
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    Tomasz Galkowski, Adam Krzyzak:
    Edge Curve Estimation by the Nonparametric Parzen Kernel Method. 377-385
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    Tanmay Singha, Duc-Son Pham, Aneesh Krishna, Joel Dunstan:
    Efficient Segmentation Pyramid Network. 386-393
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    Bhavya Shah, Krutarth Bhatt, Srimanta Mandal, Suman K. Mitra:
    EMOTIONCAPS - Facial Emotion Recognition Using Capsules. 394-401
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    Jinyu Ma, Xiaodong Gu:
    End-to-end Saliency-Guided Deep Image Retrieval. 402-409
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    Somnuk Phon-Amnuaisuk, Shiqah Hadi, Saiful Omar:
    Exploring Spatiotemporal Features for Activity Classifications in Films. 410-417
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    Yanan Wang, Guoqiang Zhong, Yuxu Mao, Kaizhu Huang:
    Feature Redirection Network for Few-Shot Classification. 418-425
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    Jinky G. Marcelo, Arnulfo P. Azcarraga:
    Generative Adversarial Networks for Improving Object Detection in Camouflaged Images. 426-433
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    Jiazhi Guan, Anna Zhu:
    Light Textspotter: An Extreme Light Scene Text Spotter. 434-441
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    Siyuan Li, Lu Lu, Kepeng Xu, Wenxin Yu, Ning Jiang, Zhuo Yang:
    LPI-Net: Lightweight Inpainting Network with Pyramidal Hierarchy. 442-449
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    Guan Ming Lim, Prayook Jatesiktat, Wei Tech Ang:
    MobileHand: Real-Time 3D Hand Shape and Pose Estimation from Color Image. 450-459
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    Yuri Galindo, Marcelo De Cicco, Marcos G. Quiles, Ana Carolina Lorena:
    Monitoring Night Skies with Deep Learning. 460-468
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    Minting Pan, Xiaoguang Zhu, Yongfu Li, Jiuchao Qian, Peilin Liu:
    MRNet: A Keypoint Guided Multi-scale Reasoning Network for Vehicle Re-identification. 469-478
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    Xiangling Fu, Tong Gao, Yuan Liu, Mengke Zhang, Chenyi Guo, Ji Wu, Zhili Wang:
    Multi-modal Feature Attention for Cervical Lymph Node Segmentation in Ultrasound and Doppler Images. 479-487
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    Yu Wang, Jo Plested, Tom Gedeon:
    MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification. 488-496
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    Yunye Zhang, Xuewen Zhang, Zhiqiang Zhang, Wenxin Yu, Ning Jiang, Gang He:
    No-Reference Quality Assessment Based on Spatial Statistic for Generated Images. 497-506
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    Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon:
    Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training. 507-515
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    Qian Li, Nan Guo, Xiaochun Ye, Dongrui Fan, Zhimin Tang:
    Pixel-Semantic Revising of Position: One-Stage Object Detector with Shared Encoder-Decoder. 516-525
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    Kohei Oyama, Akira Hirose:
    Reduction of Polarization-State Spread in Phase-Distortion Mitigation by Phasor-Quaternion Neural Networks in PolInSAR. 526-534
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    Takashi Owaki, Takashi Machida:
    RoadNetGAN: Generating Road Networks in Planar Graph Representation. 535-543
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    Yuwei Yang, Yi Sun, Guiping Su, Shiwei Ye:
    Routing Attention Shift Network for Image Classification and Segmentation. 544-553
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    Peratham Wiriyathammabhum:
    SpotFast Networks with Memory Augmented Lateral Transformers for Lipreading. 554-561
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    Ramzi Zouari, Houcine Boubaker, Monji Kherallah:
    Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory. 562-570
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    Xiaobing Zhang, Shijian Lu, Haigang Gong, Minghui Liu, Ming Liu:
    Training Lightweight yet Competent Network via Transferring Complementary Features. 571-579
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    Geng Deng, Tianyu Geng, Chengxin He, Xinao Wang, Bangjun He, Lei Duan:
    TSGYE: Two-Stage Grape Yield Estimation. 580-588
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    Binyu Zhao, Jinbao Li, Qianqian Ren, Yingli Zhong:
    Unsupervised Reused Convolutional Network for Metal Artifact Reduction. 589-596
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    Somnuk Phon-Amnuaisuk, Ken T. Murata, La-or Kovavisaruch, Tiong-Hoo Lim, Praphan Pavarangkoon, Takamichi Mizuhara:
    Visual-Based Positioning and Pose Estimation. 597-605
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    Najini Harischandra, Anuja T. Dharmaratne, Flavia M. Cicuttini, Yuanyuan Wang:
    Voxel Classification Based Automatic Hip Cartilage Segmentation from Routine Clinical MR Images. 606-614

Natural Language Processing

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    Zishan Ahmad, Asif Ekbal, Shubhashis Sengupta, Anutosh Mitra, Roshni R. Ramnani, Pushpak Bhattacharyya:
    Active Learning Based Relation Classification for Knowledge Graph Construction from Conversation Data. 617-625
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    Mengfei Wu, Longbiao Wang, Yuke Si, Jianwu Dang:
    Adversarial Shared-Private Attention Network for Joint Slot Filling and Intent Detection. 626-634
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    Shengyao Zhang, Qi Jia, Libin Shen, Yinggong Zhao:
    Automatic Classification and Comparison of Words by Difficulty. 635-642
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    Lei Zhang, Jianhua Xu:
    Dual-Learning-Based Neural Machine Translation Using Undirected Sequence Model for Document Translation. 643-650
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    Liang Zhao, Bingfeng Luo, Zuo Bai, Xi Yin, Kunfeng Lai, Jianping Shen:
    From Shortsighted to Bird View: Jointly Capturing All Aspects for Question-Answering Style Aspect-Based Sentiment Analysis. 651-659
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    Qian Ji, Yilin Dai, Yinghua Ma, Gongshen Liu, Quanhai Zhang, Xiang Lin:
    Hierarchical Sentiment Estimation Model for Potential Topics of Individual Tweets. 660-667
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    Mingfeng Xue, Hang Zhang, Jiancheng Lv:
    Key Factors of Email Subject Generation. 668-675
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    Yiding Liu, Xiaoning Fan, Jie Zhou, Gongshen Liu:
    Learning Interactions at Multiple Levels for Abstractive Multi-document Summarization. 676-684
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    Yang Gao, Jianxun Liu, Pei Li, Dong Zhou, Peng Yuan:
    Multitask Learning Based on Constrained Hierarchical Attention Network for Multi-aspect Sentiment Classification. 685-692
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    Leiying Zhou, Jie Zhou, Wenjie Lu, Kui Meng, Gongshen Liu:
    Neural Machine Translation with Soft Reordering Knowledge. 693-700
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    Xinmiao Pei, Hao Wang, Xiangfeng Luo, Jianqi Gao:
    Open Event Trigger Recognition Using Distant Supervision with Hierarchical Self-attentive Neural Network. 701-708
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    Tulika Saha, Saraansh Chopra, Sriparna Saha, Pushpak Bhattacharyya:
    Reinforcement Learning Based Personalized Neural Dialogue Generation. 709-716
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    Senyue Hao, Wenye Li:
    Sparse Lifting of Dense Vectors: A Unified Approach to Word and Sentence Representations. 717-725
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    Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun:
    Word-Level Error Correction in Non-autoregressive Neural Machine Translation. 726-733

Recommender Systems

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    Amirmohammad Pasdar, Tahereh Hassanzadeh, Young Choon Lee, Bernard Mans:
    ANN-Assisted Multi-cloud Scheduling Recommender. 737-745
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    Yuanzhe Zhang, Ling Luo, Jianjia Zhang, Qiang Lu, Yang Wang, Zhiyong Wang:
    Correlation-Aware Next Basket Recommendation Using Graph Attention Networks. 746-753
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    Aanchal Mongia, Vidit Jain, Angshul Majumdar:
    Deep Matrix Factorization on Graphs: Application to Collaborative Filtering. 754-762
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    Haifeng Liu, Hongfei Lin, Bo Xu, Liang Yang, Yuan Lin, Yonghe Chu, Wenqi Fan, Nan Zhao:
    Improving Social Recommendations with Item Relationships. 763-770
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    Yuxu Mao, Guoqiang Zhong, Haizhen Wang, Kaizhu Huang:
    MCRN: A New Content-Based Music Classification and Recommendation Network. 771-779
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    Qingzhi Hou, Yifeng Chen, Mei Yu, Ruiguo Yu, Jian Yu, Mankun Zhao, Tianyi Xu, Xuewei Li:
    Order-Aware Embedding Non-sampling Factorization Machines for Context-Aware Recommendation. 780-788

The 13th International Workshop on Artificial Intelligence and Cybersecurity

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    Rui Zhao, Tao Wan, Deyu Li, Zhengbo Zhang, Zengchang Qin:
    A Deep Learning Model for Early Prediction of Sepsis from Intensive Care Unit Records. 791-798
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    Aran Chindaudom, Pongpeera Sukasem, Poomdharm Benjasirimonkol, Karin Sumonkayothin, Prarinya Siritanawan, Kazunori Kotani:
    AdversarialQR Revisited: Improving the Adversarial Efficacy. 799-806
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    Thanawat Lodkaew, Kitsuchart Pasupa:
    Hybrid Loss for Improving Classification Performance with Unbalanced Data. 807-814
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    Haotian Xu, Xiaobo Jin, Qiufeng Wang, Kaizhu Huang:
    Multi-scale Attention Consistency for Multi-label Image Classification. 815-823
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    Qiwei He, Liansheng Zhuang, Wei Zhang, Houqiang Li:
    Quantile Regression Hindsight Experience Replay. 824-831
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    Margarita Zaleshina, Alexander Zaleshin:
    Sustainable Patterns of Pigeon Flights Over Different Types of Terrain. 832-839

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