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27th ICONIP 2020: Bangkok, Thailand - Part IV
- Haiqin Yang
, Kitsuchart Pasupa
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
- Hongxi Wei, Jing Zhang, Kexin Liu:
A Hybrid Representation of Word Images for Keyword Spotting. 3-10 - Kai Xue, Yiyu Ding
A Simple and Novel Method to Predict the Hospital Energy Use Based on Machine Learning: A Case Study in Norway. 11-22 - Rasmita Panigrahi, Lov Kumar
An Empirical Study to Investigate Different SMOTE Data Sampling Techniques for Improving Software Refactoring Prediction. 23-31 - Junwen Di, Zhiguo Shi:
Prediction Model of Breast Cancer Based on mRMR Feature Selection. 32-40 - Wei Liu, Xiaodong Yue, Caiming Zhong, Jie Zhou:
Clustering Ensemble Selection with Analytic Hierarchy Process. 41-49 - Elies Gherbi, Blaise Hanczar, Jean-Christophe Janodet, Witold Klaudel:
Deep Learning for In-Vehicle Intrusion Detection System. 50-58 - Zhijian Wu, Jun Li, Jianhua Xu:
Efficient Binary Multi-view Subspace Learning for Instance-Level Image Retrieval. 59-68 - Shuang Liu, Peng Chen:
Hyper-Sphere Support Vector Classifier with Hybrid Decision Strategy. 69-77 - Jia Peng, Neng Gao, Min Li, Jun Yuan:
Knowledge Graph Embedding Based on Relevance and Inner Sequence of Relations. 78-86 - Thin Nguyen
MrPC: Causal Structure Learning in Distributed Systems. 87-94 - Dipanjyoti Paul, Sriparna Saha, Jimson Mathew:
Online Multi-objective Subspace Clustering for Streaming Data. 95-103 - Meng Wang, Kan Li:
Predicting Information Diffusion Cascades Using Graph Attention Networks. 104-112 - Yifei Zhang, Neng Gao, Junsha Chen, Chenyang Tu, Jiong Wang:
PrivRec: User-Centric Differentially Private Collaborative Filtering Using LSH and KD. 113-121 - Siqi Zhang, Ling Luo, Zhidong Li
Simultaneous Customer Segmentation and Behavior Discovery. 122-130 - Feno Heriniaina Rabevohitra, Yantao Li:
Structural Text Steganography Using Unseen Tag Attribute Values. 131-139 - Xiaoyuan Hu, Qing Xu, Yuejun Guo
Trajectory Anomaly Detection Based on the Mean Distance Deviation. 140-147 - 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
- Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi:
A Semantically Flexible Feature Fusion Network for Retinal Vessel Segmentation. 159-167 - 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 - Surendrabikram Thapa
Detecting Alzheimer's Disease by Exploiting Linguistic Information from Nepali Transcript. 176-184 - Adriano Lucieri
Explaining AI-Based Decision Support Systems Using Concept Localization Maps. 185-193 - Wenbo Zheng
Learning from the Guidance: Knowledge Embedded Meta-learning for Medical Visual Question Answering. 194-202 - Syed Abdul Baqi Shah
Response Time Determinism in Healthcare Data Analytics Using Machine Learning. 203-210
Human Activity Recognition
- Guosheng Yang, Xiangling Fu
A Landmark Estimation and Correction Network for Automated Measurement of Sagittal Spinal Parameters. 213-221 - Jianmin Cai
Facial Expression Recognition with an Attention Network Using a Single Depth Image. 222-231 - Tao Liu, Fei Jiang, Ruimin Shen:
Fast and Accurate Hand-Raising Gesture Detection in Classroom. 232-239 - Rouyi Jin, Xuanying Zhu, Yeu-Shin Fu:
Identifying Anger Veracity Using Neural Network and Long-Short Term Memory with Bimodal Distribution Removal. 240-247 - 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 - Suchat Tungjitnob, Kitsuchart Pasupa
SME User Classification from Click Feedback on a Mobile Banking Apps. 256-264
Image Processing and Computer Vision
- Zhiheng Zhou, Yue Cao, Xuanying Zhu, Henry Gardner, Hongdong Li
3D Human Pose Estimation with 2D Human Pose and Depthmap. 267-274 - Jinrong Chen:
A Malware Classification Method Based on Basic Block and CNN. 275-283 - Jiachen Xu, Jie Zhou, Xin Tan, Lizhuang Ma:
A Shape-Aware Feature Extraction Module for Semantic Segmentation of 3D Point Clouds. 284-293 - Mikolaj Wieczorek, Andrzej Michalowski, Anna Wróblewska
A Strong Baseline for Fashion Retrieval with Person Re-identification Models. 294-301 - Kuntao Cao, Xi Huang, Jie Shao:
Adaptive Feature Enhancement Network for Semantic Segmentation. 302-311 - Qingyang Li, Zhenlin Fan, Guoqiang Zhong:
BEDNet: Bi-directional Edge Detection Network for Ocean Front Detection. 312-319 - Eliana Pereira da Silva, Francisco Fambrini, José Hiroki Saito:
Convolutional Neural Networks and Periocular Region Image Recognition. 320-326 - Wei Wang, Zhiwen Shao
CPCS: Critical Points Guided Clustering and Sampling for Point Cloud Analysis. 327-335 - Zhiqiang Zhang
Customizable GAN: Customizable Image Synthesis Based on Adversarial Learning. 336-344 - Ruikai Cui, Josephine Plested, Jiaxu Liu
Declarative Residual Network for Robust Facial Expression Recognition. 345-352 - Xuewen Zhang, Yunye Zhang, Zhiqiang Zhang
Deep Feature Compatibility for Generated Images Quality Assessment. 353-360 - Yiqiang Feng, Shimin Shan, Yu Liu, Zhehuan Zhao, Kaiping Xu:
DRGCN: Deep Relation GCN for Group Activity Recognition. 361-368 - Maissa Hamouda
Dual Convolutional Neural Networks for Hyperspectral Satellite Images Classification (DCNN-HSI). 369-376 - Tomasz Galkowski
Edge Curve Estimation by the Nonparametric Parzen Kernel Method. 377-385 - Tanmay Singha
Efficient Segmentation Pyramid Network. 386-393 - Bhavya Shah, Krutarth Bhatt, Srimanta Mandal, Suman K. Mitra:
EMOTIONCAPS - Facial Emotion Recognition Using Capsules. 394-401 - Jinyu Ma, Xiaodong Gu:
End-to-end Saliency-Guided Deep Image Retrieval. 402-409 - Somnuk Phon-Amnuaisuk
Exploring Spatiotemporal Features for Activity Classifications in Films. 410-417 - Yanan Wang, Guoqiang Zhong, Yuxu Mao, Kaizhu Huang
Feature Redirection Network for Few-Shot Classification. 418-425 - Jinky G. Marcelo
Generative Adversarial Networks for Improving Object Detection in Camouflaged Images. 426-433 - Jiazhi Guan, Anna Zhu:
Light Textspotter: An Extreme Light Scene Text Spotter. 434-441 - Siyuan Li
LPI-Net: Lightweight Inpainting Network with Pyramidal Hierarchy. 442-449 - Guan Ming Lim, Prayook Jatesiktat, Wei Tech Ang:
MobileHand: Real-Time 3D Hand Shape and Pose Estimation from Color Image. 450-459 - Yuri Galindo
Monitoring Night Skies with Deep Learning. 460-468 - Minting Pan, Xiaoguang Zhu, Yongfu Li, Jiuchao Qian, Peilin Liu:
MRNet: A Keypoint Guided Multi-scale Reasoning Network for Vehicle Re-identification. 469-478 - Xiangling Fu
Multi-modal Feature Attention for Cervical Lymph Node Segmentation in Ultrasound and Doppler Images. 479-487 - Yu Wang, Jo Plested, Tom Gedeon:
MultiTune: Adaptive Integration of Multiple Fine-Tuning Models for Image Classification. 488-496 - Yunye Zhang, Xuewen Zhang, Zhiqiang Zhang
No-Reference Quality Assessment Based on Spatial Statistic for Generated Images. 497-506 - Xuyang Shen, Jo Plested, Yue Yao, Tom Gedeon:
Pairwise-GAN: Pose-Based View Synthesis Through Pair-Wise Training. 507-515 - Qian Li
Pixel-Semantic Revising of Position: One-Stage Object Detector with Shared Encoder-Decoder. 516-525 - Kohei Oyama, Akira Hirose:
Reduction of Polarization-State Spread in Phase-Distortion Mitigation by Phasor-Quaternion Neural Networks in PolInSAR. 526-534 - Takashi Owaki, Takashi Machida:
RoadNetGAN: Generating Road Networks in Planar Graph Representation. 535-543 - Yuwei Yang, Yi Sun, Guiping Su, Shiwei Ye:
Routing Attention Shift Network for Image Classification and Segmentation. 544-553 - Peratham Wiriyathammabhum
SpotFast Networks with Memory Augmented Lateral Transformers for Lipreading. 554-561 - Ramzi Zouari, Houcine Boubaker, Monji Kherallah
Towards Online Handwriting Recognition System Based on Reinforcement Learning Theory. 562-570 - Xiaobing Zhang
Training Lightweight yet Competent Network via Transferring Complementary Features. 571-579 - Geng Deng, Tianyu Geng, Chengxin He, Xinao Wang, Bangjun He, Lei Duan:
TSGYE: Two-Stage Grape Yield Estimation. 580-588 - Binyu Zhao
Unsupervised Reused Convolutional Network for Metal Artifact Reduction. 589-596 - Somnuk Phon-Amnuaisuk
Visual-Based Positioning and Pose Estimation. 597-605 - Najini Harischandra, Anuja T. Dharmaratne
Voxel Classification Based Automatic Hip Cartilage Segmentation from Routine Clinical MR Images. 606-614
Natural Language Processing
- Zishan Ahmad, Asif Ekbal, Shubhashis Sengupta
Active Learning Based Relation Classification for Knowledge Graph Construction from Conversation Data. 617-625 - Mengfei Wu, Longbiao Wang, Yuke Si, Jianwu Dang:
Adversarial Shared-Private Attention Network for Joint Slot Filling and Intent Detection. 626-634 - Shengyao Zhang
Automatic Classification and Comparison of Words by Difficulty. 635-642 - Lei Zhang, Jianhua Xu:
Dual-Learning-Based Neural Machine Translation Using Undirected Sequence Model for Document Translation. 643-650 - 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 - Qian Ji
Hierarchical Sentiment Estimation Model for Potential Topics of Individual Tweets. 660-667 - Mingfeng Xue, Hang Zhang, Jiancheng Lv:
Key Factors of Email Subject Generation. 668-675 - Yiding Liu
Learning Interactions at Multiple Levels for Abstractive Multi-document Summarization. 676-684 - Yang Gao
Multitask Learning Based on Constrained Hierarchical Attention Network for Multi-aspect Sentiment Classification. 685-692 - Leiying Zhou
Neural Machine Translation with Soft Reordering Knowledge. 693-700 - Xinmiao Pei, Hao Wang
Open Event Trigger Recognition Using Distant Supervision with Hierarchical Self-attentive Neural Network. 701-708 - Tulika Saha
Reinforcement Learning Based Personalized Neural Dialogue Generation. 709-716 - Senyue Hao
Sparse Lifting of Dense Vectors: A Unified Approach to Word and Sentence Representations. 717-725 - Ziyue Guo, Hongxu Hou, Nier Wu, Shuo Sun:
Word-Level Error Correction in Non-autoregressive Neural Machine Translation. 726-733
Recommender Systems
- Amirmohammad Pasdar, Tahereh Hassanzadeh, Young Choon Lee, Bernard Mans
ANN-Assisted Multi-cloud Scheduling Recommender. 737-745 - Yuanzhe Zhang, Ling Luo, Jianjia Zhang, Qiang Lu, Yang Wang
Correlation-Aware Next Basket Recommendation Using Graph Attention Networks. 746-753 - Aanchal Mongia
Deep Matrix Factorization on Graphs: Application to Collaborative Filtering. 754-762 - Haifeng Liu, Hongfei Lin, Bo Xu, Liang Yang, Yuan Lin, Yonghe Chu, Wenqi Fan
Improving Social Recommendations with Item Relationships. 763-770 - Yuxu Mao, Guoqiang Zhong, Haizhen Wang, Kaizhu Huang
MCRN: A New Content-Based Music Classification and Recommendation Network. 771-779 - 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
- 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 - Aran Chindaudom, Pongpeera Sukasem, Poomdharm Benjasirimonkol, Karin Sumonkayothin, Prarinya Siritanawan, Kazunori Kotani:
AdversarialQR Revisited: Improving the Adversarial Efficacy. 799-806 - Thanawat Lodkaew, Kitsuchart Pasupa
Hybrid Loss for Improving Classification Performance with Unbalanced Data. 807-814 - Haotian Xu, Xiaobo Jin, Qiufeng Wang, Kaizhu Huang
Multi-scale Attention Consistency for Multi-label Image Classification. 815-823 - Qiwei He, Liansheng Zhuang, Wei Zhang, Houqiang Li:
Quantile Regression Hindsight Experience Replay. 824-831 - Margarita Zaleshina
Sustainable Patterns of Pigeon Flights Over Different Types of Terrain. 832-839
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