Neural Information Processing: 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 18–22, 2020, Proceedings, Part IV (Communications in Computer and Information Science Book 1332)

The two-volume set CCIS 1332 and 1333 constitutes thoroughly refereed contributions presented at the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020.\*For ICONIP 2020 a total of 378 papers was carefully reviewed and selected for publication out of 618 submissions. The 191 papers included in this volume set were organized in topical sections as follows: 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; computational intelligence; machine learning; neural network models; robotics and control; and time series analysis. \* The conference was held virtually due to the COVID-19 pandemic. Front Matter ....Pages i-xxix Front Matter ....Pages 1-1 A Hybrid Representation of Word Images for Keyword Spotting (Hongxi Wei, Jing Zhang, Kexin Liu)....Pages 3-10 A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway (Kai Xue, Yiyu Ding, Zhirong Yang, Natasa Nord, Mael Roger Albert Barillec, Hans Martin Mathisen et al.)....Pages 11-22 An Empirical Study to Investigate Different SMOTE Data Sampling Techniques for Improving Software Refactoring Prediction (Rasmita Panigrahi, Lov Kumar, Sanjay Kumar Kuanar)....Pages 23-31 Prediction Model of Breast Cancer Based on mRMR Feature Selection (Junwen Di, Zhiguo Shi)....Pages 32-40 Clustering Ensemble Selection with Analytic Hierarchy Process (Wei Liu, Xiaodong Yue, Caiming Zhong, Jie Zhou)....Pages 41-49 Deep Learning for In-Vehicle Intrusion Detection System (Elies Gherbi, Blaise Hanczar, Jean-Christophe Janodet, Witold Klaudel)....Pages 50-58 Efficient Binary Multi-view Subspace Learning for Instance-Level Image Retrieval (Zhijian Wu, Jun Li, Jianhua Xu)....Pages 59-68 Hyper-Sphere Support Vector Classifier with Hybrid Decision Strategy (Shuang Liu, Peng Chen)....Pages 69-77 Knowledge Graph Embedding Based on Relevance and Inner Sequence of Relations (Jia Peng, Neng Gao, Min Li, Jun Yuan)....Pages 78-86 MrPC: Causal Structure Learning in Distributed Systems (Thin Nguyen, Duc Thanh Nguyen, Thuc Duy Le, Svetha Venkatesh)....Pages 87-94 Online Multi-objective Subspace Clustering for Streaming Data (Dipanjyoti Paul, Sriparna Saha, Jimson Mathew)....Pages 95-103 Predicting Information Diffusion Cascades Using Graph Attention Networks (Meng Wang, Kan Li)....Pages 104-112 PrivRec: User-Centric Differentially Private Collaborative Filtering Using LSH and KD (Yifei Zhang, Neng Gao, Junsha Chen, Chenyang Tu, Jiong Wang)....Pages 113-121 Simultaneous Customer Segmentation and Behavior Discovery (Siqi Zhang, Ling Luo, Zhidong Li, Yang Wang, Fang Chen, Richard Xu)....Pages 122-130 Structural Text Steganography Using Unseen Tag Attribute Values (Feno H. Rabevohitra, Yantao Li)....Pages 131-139 Trajectory Anomaly Detection Based on the Mean Distance Deviation (Xiaoyuan Hu, Qing Xu, Yuejun Guo)....Pages 140-147 Tweet Relevance Based on the Theory of Possibility (Amina Ben Meriem, Lobna Hlaoua, Lotfi Ben Romdhane)....Pages 148-156 Front Matter ....Pages 157-157 A Semantically Flexible Feature Fusion Network for Retinal Vessel Segmentation (Tariq M. Khan, Antonio Robles-Kelly, Syed S. Naqvi)....Pages 159-167 Automatic Segmentation and Diagnosis of Intervertebral Discs Based on Deep Neural Networks (Xiuhao Liang, Junxiu Liu, Yuling Luo, Guopei Wu, Shunsheng Zhang, Senhui Qiu)....Pages 168-175 Detecting Alzheimer’s Disease by Exploiting Linguistic Information from Nepali Transcript (Surendrabikram Thapa, Surabhi Adhikari, Usman Naseem, Priyanka Singh, Gnana Bharathy, Mukesh Prasad)....Pages 176-184 Explaining AI-Based Decision Support Systems Using Concept Localization Maps (Adriano Lucieri, Muhammad Naseer Bajwa, Andreas Dengel, Sheraz Ahmed)....Pages 185-193 Learning from the Guidance: Knowledge Embedded Meta-learning for Medical Visual Question Answering (Wenbo Zheng, Lan Yan, Fei-Yue Wang, Chao Gou)....Pages 194-202 Response Time Determinism in Healthcare Data Analytics Using Machine Learning (Syed Abdul Baqi Shah, Syed Mahfuzul Aziz)....Pages 203-210 Front Matter ....Pages 211-211 A Landmark Estimation and Correction Network for Automated Measurement of Sagittal Spinal Parameters (Guosheng Yang, Xiangling Fu, Nanfang Xu, Kailai Zhang, Ji Wu)....Pages 213-221 Facial Expression Recognition with an Attention Network Using a Single Depth Image (Jianmin Cai, Hongliang Xie, Jianfeng Li, Shigang Li)....Pages 222-231 Fast and Accurate Hand-Raising Gesture Detection in Classroom (Tao Liu, Fei Jiang, Ruimin Shen)....Pages 232-239 Identifying Anger Veracity Using Neural Network and Long-Short Term Memory with Bimodal Distribution Removal (Rouyi Jin, Xuanying Zhu, Yeu-Shin Fu)....Pages 240-247 Learning and Distillating the Internal Relationship of Motion Features in Action Recognition (Lu Lu, Siyuan Li, Niannian Chen, Lin Gao, Yong Fan, Yong Jiang et al.)....Pages 248-255 SME User Classification from Click Feedback on a Mobile Banking Apps (Suchat Tungjitnob, Kitsuchart Pasupa, Ek Thamwiwatthana, Boontawee Suntisrivaraporn)....Pages 256-264 Front Matter ....Pages 265-265 3D Human Pose Estimation with 2D Human Pose and Depthmap (Zhiheng Zhou, Yue Cao, Xuanying Zhu, Henry Gardner, Hongdong Li)....Pages 267-274 A Malware Classification Method Based on Basic Block and CNN (Jinrong Chen)....Pages 275-283 A Shape-Aware Feature Extraction Module for Semantic Segmentation of 3D Point Clouds (Jiachen Xu, Jie Zhou, Xin Tan, Lizhuang Ma)....Pages 284-293 A Strong Baseline for Fashion Retrieval with Person Re-identification Models (Mikolaj Wieczorek, Andrzej Michalowski, Anna Wroblewska, Jacek Dabrowski)....Pages 294-301 Adaptive Feature Enhancement Network for Semantic Segmentation (Kuntao Cao, Xi Huang, Jie Shao)....Pages 302-311 BEDNet: Bi-directional Edge Detection Network for Ocean Front Detection (Qingyang Li, Zhenlin Fan, Guoqiang Zhong)....Pages 312-319 Convolutional Neural Networks and Periocular Region Image Recognition (Eliana Pereira da Silva, Francisco Fambrini, José Hiroki Saito)....Pages 320-326 CPCS: Critical Points Guided Clustering and Sampling for Point Cloud Analysis (Wei Wang, Zhiwen Shao, Wencai Zhong, Lizhuang Ma)....Pages 327-335 Customizable GAN: Customizable Image Synthesis Based on Adversarial Learning (Zhiqiang Zhang, Wenxin Yu, Jinjia Zhou, Xuewen Zhang, Jialiang Tang, Siyuan Li et al.)....Pages 336-344 Declarative Residual Network for Robust Facial Expression Recognition (Ruikai Cui, Josephine Plested, Jiaxu Liu)....Pages 345-352 Deep Feature Compatibility for Generated Images Quality Assessment (Xuewen Zhang, Yunye Zhang, Zhiqiang Zhang, Wenxin Yu, Ning Jiang, Gang He)....Pages 353-360 DRGCN: Deep Relation GCN for Group Activity Recognition (Yiqiang Feng, Shimin Shan, Yu Liu, Zhehuan Zhao, Kaiping Xu)....Pages 361-368 Dual Convolutional Neural Networks for Hyperspectral Satellite Images Classification (DCNN-HSI) (Maissa Hamouda, Med Salim Bouhlel)....Pages 369-376 Edge Curve Estimation by the Nonparametric Parzen Kernel Method (Tomasz Gałkowski, Adam Krzyżak)....Pages 377-385 Efficient Segmentation Pyramid Network (Tanmay Singha, Duc-Son Pham, Aneesh Krishna, Joel Dunstan)....Pages 386-393 EMOTIONCAPS - Facial Emotion Recognition Using Capsules (Bhavya Shah, Krutarth Bhatt, Srimanta Mandal, Suman K. Mitra)....Pages 394-401 End-to-end Saliency-Guided Deep Image Retrieval (Jinyu Ma, Xiaodong Gu)....Pages 402-409 Exploring Spatiotemporal Features for Activity Classifications in Films (Somnuk Phon-Amnuaisuk, Shiqah Hadi, Saiful Omar)....Pages 410-417 Feature Redirection Network for Few-Shot Classification (Yanan Wang, Guoqiang Zhong, Yuxu Mao, Kaizhu Huang)....Pages 418-425 Generative Adversarial Networks for Improving Object Detection in Camouflaged Images (Jinky G. Marcelo, Arnulfo P. Azcarraga)....Pages 426-433 Light Textspotter: An Extreme Light Scene Text Spotter (Jiazhi Guan, Anna Zhu)....Pages 434-441 LPI-Net: Lightweight Inpainting Network with Pyramidal Hierarchy (Siyuan Li, Lu Lu, Kepeng Xu, Wenxin Yu, Ning Jiang, Zhuo Yang)....Pages 442-449 MobileHand: Real-Time 3D Hand Shape and Pose Estimation from Color Image (Guan Ming Lim, Prayook Jatesiktat, Wei Tech Ang)....Pages 450-459 Monitoring Night Skies with Deep Learning (Yuri Galindo, Marcelo De Cicco, Marcos G. Quiles, Ana C. Lorena)....Pages 460-468 MRNet: A Keypoint Guided Multi-scale Reasoning Network for Vehicle Re-identification (Minting Pan, Xiaoguang Zhu, Yongfu Li, Jiuchao Qian, Peilin Liu)....Pages 469-478 Multi-modal Feature Attention for Cervical Lymph Node Segmentation in Ultrasound and Doppler Images (Xiangling Fu, Tong Gao, Yuan Liu, Mengke Zhang, Chenyi Guo, Ji Wu et al.)....Pages 479-487 MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification (Yu Wang, Jo Plested, Tom Gedeon)....Pages 488-496 No-Reference Quality Assessment Based on Spatial Statistic for Generated Images (Yunye Zhang, Xuewen Zhang, Zhiqiang Zhang, Wenxin Yu, Ning Jiang, Gang He)....Pages 497-506 Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training (Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon)....Pages 507-515 Pixel-Semantic Revising of Position: One-Stage Object Detector with Shared Encoder-Decoder (Qian Li, Nan Guo, Xiaochun Ye, Dongrui Fan, Zhimin Tang)....Pages 516-525 Reduction of Polarization-State Spread in Phase-Distortion Mitigation by Phasor-Quaternion Neural Networks in PolInSAR (Kohei Oyama, Akira Hirose)....Pages 526-534 RoadNetGAN: Generating Road Networks in Planar Graph Representation (Takashi Owaki, Takashi Machida)....Pages 535-543 Routing Attention Shift Network for Image Classification and Segmentation (Yuwei Yang, Yi Sun, Guiping Su, Shiwei Ye)....Pages 544-553 SpotFast Networks with Memory Augmented Lateral Transformers for Lipreading (Peratham Wiriyathammabhum)....Pages 554-561 Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory (Ramzi Zouari, Houcine Boubaker, Monji Kherallah)....Pages 562-570 Training Lightweight yet Competent Network via Transferring Complementary Features (Xiaobing Zhang, Shijian Lu, Haigang Gong, Minghui Liu, Ming Liu)....Pages 571-579 TSGYE: Two-Stage Grape Yield Estimation (Geng Deng, Tianyu Geng, Chengxin He, Xinao Wang, Bangjun He, Lei Duan)....Pages 580-588 Unsupervised Reused Convolutional Network for Metal Artifact Reduction (Binyu Zhao, Jinbao Li, Qianqian Ren, Yingli Zhong)....Pages 589-596 Visual-Based Positioning and Pose Estimation (Somnuk Phon-Amnuaisuk, Ken T. Murata, La-Or Kovavisaruch, Tiong-Hoo Lim, Praphan Pavarangkoon, Takamichi Mizuhara)....Pages 597-605 Voxel Classification Based Automatic Hip Cartilage Segmentation from Routine Clinical MR Images (Najini Harischandra, Anuja Dharmaratne, Flavia M. Cicuttini, YuanYuan Wang)....Pages 606-614 Front Matter ....Pages 615-615 Active Learning Based Relation Classification for Knowledge Graph Construction from Conversation Data (Zishan Ahmad, Asif Ekbal, Shubhashis Sengupta, Anutosh Mitra, Roshni Rammani, Pushpak Bhattacharyya)....Pages 617-625 Adversarial Shared-Private Attention Network for Joint Slot Filling and Intent Detection (Mengfei Wu, Longbiao Wang, Yuke Si, Jianwu Dang)....Pages 626-634 Automatic Classification and Comparison of Words by Difficulty (Shengyao Zhang, Qi Jia, Libin Shen, Yinggong Zhao)....Pages 635-642 Dual-Learning-Based Neural Machine Translation Using Undirected Sequence Model for Document Translation (Lei Zhang, Jianhua Xu)....Pages 643-650 From Shortsighted to Bird View: Jointly Capturing All Aspects for Question-Answering Style Aspect-Based Sentiment Analysis (Liang Zhao, Bingfeng Luo, Zuo Bai, Xi Yin, Kunfeng Lai, Jianping Shen)....Pages 651-659 Hierarchical Sentiment Estimation Model for Potential Topics of Individual Tweets (Qian Ji, Yilin Dai, Yinghua Ma, Gongshen Liu, Quanhai Zhang, Xiang Lin)....Pages 660-667 Key Factors of Email Subject Generation (Mingfeng Xue, Hang Zhang, Jiancheng Lv)....Pages 668-675 Learning Interactions at Multiple Levels for Abstractive Multi-document Summarization (Yiding Liu, Xiaoning Fan, Jie Zhou, Gongshen Liu)....Pages 676-684 Multitask Learning Based on Constrained Hierarchical Attention Network for Multi-aspect Sentiment Classification (Yang Gao, Jianxun Liu, Pei Li, Dong Zhou, Peng Yuan)....Pages 685-692 Neural Machine Translation with Soft Reordering Knowledge (Leiying Zhou, Jie Zhou, Wenjie Lu, Kui Meng, Gongshen Liu)....Pages 693-700 Open Event Trigger Recognition Using Distant Supervision with Hierarchical Self-attentive Neural Network (Xinmiao Pei, Hao Wang, Xiangfeng Luo, Jianqi Gao)....Pages 701-708 Reinforcement Learning Based Personalized Neural Dialogue Generation (Tulika Saha, Saraansh Chopra, Sriparna Saha, Pushpak Bhattacharyya)....Pages 709-716 Sparse Lifting of Dense Vectors: A Unified Approach to Word and Sentence Representations (Senyue Hao, Wenye Li)....Pages 717-725 Word-Level Error Correction in Non-autoregressive Neural Machine Translation (Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun)....Pages 726-733 Front Matter ....Pages 735-735 ANN-Assisted Multi-cloud Scheduling Recommender (Amirmohammad Pasdar, Tahereh Hassanzadeh, Young Choon Lee, Bernard Mans)....Pages 737-745 Correlation-Aware Next Basket Recommendation Using Graph Attention Networks (Yuanzhe Zhang, Ling Luo, Jianjia Zhang, Qiang Lu, Yang Wang, Zhiyong Wang)....Pages 746-753 Deep Matrix Factorization on Graphs: Application to Collaborative Filtering (Aanchal Mongia, Vidit Jain, Angshul Majumdar)....Pages 754-762 Improving Social Recommendations with Item Relationships (Haifeng Liu, Hongfei Lin, Bo Xu, Liang Yang, Yuan Lin, Yonghe Chu et al.)....Pages 763-770 MCRN: A New Content-Based Music Classification and Recommendation Network (Yuxu Mao, Guoqiang Zhong, Haizhen Wang, Kaizhu Huang)....Pages 771-779 Order-Aware Embedding Non-sampling Factorization Machines for Context-Aware Recommendation (Qingzhi Hou, Yifeng Chen, Mei Yu, Ruiguo Yu, Jian Yu, Mankun Zhao et al.)....Pages 780-788 Front Matter ....Pages 789-789 A Deep Learning Model for Early Prediction of Sepsis from Intensive Care Unit Records (Rui Zhao, Tao Wan, Deyu Li, Zhengbo Zhang, Zengchang Qin)....Pages 791-798 AdversarialQR Revisited: Improving the Adversarial Efficacy (Aran Chindaudom, Pongpeera Sukasem, Poomdharm Benjasirimonkol, Karin Sumonkayothin, Prarinya Siritanawan, Kazunori Kotani)....Pages 799-806 Hybrid Loss for Improving Classification Performance with Unbalanced Data (Thanawat Lodkaew, Kitsuchart Pasupa)....Pages 807-814 Multi-scale Attention Consistency for Multi-label Image Classification (Haotian Xu, Xiaobo Jin, Qiufeng Wang, Kaizhu Huang)....Pages 815-823 Quantile Regression Hindsight Experience Replay (Qiwei He, Liansheng Zhuang, Wei Zhang, Houqiang Li)....Pages 824-831 Sustainable Patterns of Pigeon Flights Over Different Types of Terrain (Margarita Zaleshina, Alexander Zaleshin)....Pages 832-839 Back Matter ....Pages 841-844 The two-volume set CCIS 1332 and 1333 constitutes thoroughly refereed contributions presented at the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020.* For ICONIP 2020 a total of 378 papers was carefully reviewed and selected for publication out of 618 submissions. The 191 papers included in this volume set were organized in topical sections as follows: 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; computational intelligence; machine learning; neural network models; robotics and control; and time series analysis. * The conference was held virtually due to the COVID-19 pandemic. The three-volume set of LNCS 12532, 12533, and 12534 constitutes the proceedings of the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020.