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25th DASFAA 2020: Jeju, South Korea - Part I
- Yunmook Nah, Bin Cui, Sang-Won Lee, Jeffrey Xu Yu, Yang-Sae Moon
, Steven Euijong Whang
Database Systems for Advanced Applications - 25th International Conference, DASFAA 2020, Jeju, South Korea, September 24-27, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12112, Springer 2020, ISBN 978-3-030-59409-1
Big Data
- Lun Li, Xiaohang Chen, Qizhi Liu
A Data-Driven Approach for GPS Trajectory Data Cleaning. 3-19 - Jialin Qiao, Yuyuan Kang, Xiangdong Huang, Lei Rui, Tian Jiang, Jianmin Wang, Philip S. Yu:
Heterogeneous Replicas for Multi-dimensional Data Management. 20-36 - Yuqi Fan, Chen Wang, Bei Zhang, Donghui Hu, Weili Wu, Ding-Zhu Du:
Latency-Aware Data Placements for Operational Cost Minimization of Distributed Data Centers. 37-53 - Shuguang Yuan, Jing Yu, Peisong Shen, Chi Chen:
Verify a Valid Message in Single Tuple: A Watermarking Technique for Relational Database. 54-71 - Chunbo Lin, Jingdong Li, Xiaoling Wang, Xingjian Lu, Ji Zhang:
WFApprox: Approximate Window Functions Processing. 72-87 - Lin Sun, Xiaojun Ye, Jun Zhao, Chenhui Lu, Mengmeng Yang:
BiSample: Bidirectional Sampling for Handling Missing Data with Local Differential Privacy. 88-104 - Xinrong Diao, Wei Yang, Shaowei Wang, Liusheng Huang, Yan Xu:
PrivGMM: Probability Density Estimation with Local Differential Privacy. 105-121 - Jiacheng Wu, Yong Zhang, Yu Chen, Chunxiao Xing
A Progressive Approach for Computing the Earth Mover's Distance. 122-138 - Donghui Wang, Peng Cai, Weining Qian, Aoying Zhou:
Predictive Transaction Scheduling for Alleviating Lock Thrashing. 139-156 - Xiangfu Song, Dong Yin, Han Jiang, Qiuliang Xu:
Searchable Symmetric Encryption with Tunable Leakage Using Multiple Servers. 157-177 - Jiasheng Duan, Peng-Fei Zhang, Zi Huang
Completely Unsupervised Cross-Modal Hashing. 178-194 - Xuecheng Qi, Huiqi Hu, Xing Wei, Chengcheng Huang, Xuan Zhou, Aoying Zhou:
High Performance Design for Redis with Fast Event-Driven RDMA RPCs. 195-210 - Lingli Li, Sheng Zheng, Jingwen Cai, Jinbao Li:
Efficient Source Selection for Error Detection via Matching Dependencies. 211-227 - Zihao Zhang, Huiqi Hu, Yang Yu, Weining Qian, Ke Shu:
Dependency Preserved Raft for Transactions. 228-245 - Lei Yu, Yifan Li:
Adaptive Method for Discovering Service Provider in Cloud Composite Services. 246-260 - Bing Shi, Yikai Luo, Liquan Zhu:
Auction-Based Order-Matching Mechanisms to Maximize Social Welfare in Real-Time Ride-Sharing. 261-269 - Peizhong Wu, Wei Yang, Haichuan Wang, Liusheng Huang:
GDS: General Distributed Strategy for Functional Dependency Discovery Algorithms. 270-278 - Pengfei Jin, Yunjun Gao, Lu Chen, Jingwen Zhao:
Efficient Group Processing for Multiple Reverse Top-k Geo-Social Keyword Queries. 279-287 - Jiayu Song, Jiajie Xu, Xinghong Ling, Junhua Fang, Rui Zhou, Chengfei Liu
C2TTE: Cross-city Transfer Based Model for Travel Time Estimation. 288-295 - Yanzhao Wang, Huiqi Hu, Weining Qian, Aoying Zhou:
Migratable Paxos - Low Latency and High Throughput Consensus Under Geographically Shifting Workloads. 296-304 - Yuxuan Su, Yanfeng Zhang, Changyi Wan, Ge Yu:
GDPC: A GPU-Accelerated Density Peaks Clustering Algorithm. 305-313 - Chenchen Huang, Huiqi Hu, Xuecheng Qi, Xuan Zhou, Aoying Zhou:
RS-store: A SkipList-Based Key-Value Store with Remote Direct Memory Access. 314-323 - Ying Zhang, Dandan Zhang
Balancing Exploration and Exploitation in the Memetic Algorithm via a Switching Mechanism for the Large-Scale VRPTW. 324-331
Machine Learning
- Wenwen Ye, Zheng Qin, Zhuoye Ding, Dawei Yin:
Game Recommendation Based on Dynamic Graph Convolutional Network. 335-351 - Yuhang Deng, Hao Huang, Xu Chen, Zuopeng Liu, Sai Wu, Jifeng Xuan, Zongpeng Li:
From Code to Natural Language: Type-Aware Sketch-Based Seq2Seq Learning. 352-368 - Ning Liu, Wei Zhang, Xiuxing Li, Haitao Yuan, Jianyong Wang:
Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference. 369-385 - Yanghong Wu, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng, Junhua Fang, Fuzhen Zhuang:
Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction. 386-402 - Pengjie Ding, Lei Wang, Yaobo Liang, Wei Lu, Linfeng Li, Chun Wang, Buzhou Tang, Jun Yan:
Cross-Lingual Transfer Learning for Medical Named Entity Recognition. 403-418 - Xinle Wu, Lei Wang, Shuo Wang, Xiaofeng Meng, Linfeng Li, Haitao Huang, Xiaohong Zhang, Jun Yan:
A Unified Adversarial Learning Framework for Semi-supervised Multi-target Domain Adaptation. 419-434 - Fucheng Wang, Jiajie Xu, Chengfei Liu
MTGCN: A Multitask Deep Learning Model for Traffic Flow Prediction. 435-451 - Jia Chen, Binbin Gu, Zhixu Li, Pengpeng Zhao, An Liu, Lei Zhao:
SAEA: Self-Attentive Heterogeneous Sequence Learning Model for Entity Alignment. 452-467 - Saijun Xu, Jiajie Xu, Rui Zhou, Chengfei Liu, Zhixu Li, An Liu:
TADNM: A Transportation-Mode Aware Deep Neural Model for Travel Time Estimation. 468-484 - Ruixuan Liu, Yang Cao, Masatoshi Yoshikawa, Hong Chen:
FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension Selection. 485-501 - Tianyang Zhao
BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity Recognition. 502-518 - Xuanwu Liu, Zhao Li
Dynamical User Intention Prediction via Multi-modal Learning. 519-535 - Yanling Wang, Cuiping Li, Jing Zhang, Peng Ni, Hong Chen:
Graph Convolutional Network Using a Reliability-Based Feature Aggregation Mechanism. 536-552 - Fabio Azzalini, Marco Renzi, Letizia Tanca:
A Deep-Learning-Based Blocking Technique for Entity Linkage. 553-569 - Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu:
PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. 570-586 - Chuitian Rong, Ziliang Chen, Chunbin Lin, Jianming Wang:
Motif Discovery Using Similarity-Constraints Deep Neural Networks. 587-603 - Li Jia, Hao Zhong
An Empirical Study on Bugs Inside TensorFlow. 604-620 - Tingting Yu, Guoxian Yu, Jun Wang, Maozu Guo:
Partial Multi-label Learning with Label and Feature Collaboration. 621-637 - Zekun Ye, Weijie Deng, Shuigeng Zhou, Yi Xu, Jihong Guan:
Optimal Trade Execution Based on Deep Deterministic Policy Gradient. 638-654 - Zhenyuan Sun, Zixuan Chen, Zhenying He, Yinan Jing, X. Sean Wang:
A Fast Automated Model Selection Approach Based on Collaborative Knowledge. 655-662 - Zhao Li
Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors. 663-670 - Heng-Ping He, Pei-Zhen Li, Ling Huang, Yu-Xuan Ji, Chang-Dong Wang:
Latent Space Clustering via Dual Discriminator GAN. 671-679 - Lihong Jiao, Yonghong Yu, Ningning Zhou, Li Zhang, Hongzhi Yin
Neural Pairwise Ranking Factorization Machine for Item Recommendation. 680-688 - Yuhao Feng, Jiachun Feng, Yanghui Rao:
Reward-Modulated Adversarial Topic Modeling. 689-697 - Yuying Xing, Zhao Li
Link Inference via Heterogeneous Multi-view Graph Neural Networks. 698-706 - Yi Xie, Yun Xiong, Yangyong Zhu:
SAST-GNN: A Self-Attention Based Spatio-Temporal Graph Neural Network for Traffic Prediction. 707-714
Clustering and Classification
- Shen Liang, Yanchun Zhang, Jiangang Ma:
Enhancing Linear Time Complexity Time Series Classification with Hybrid Bag-Of-Patterns. 717-735 - Xiaosong Jia
SentiMem: Attentive Memory Networks for Sentiment Classification in User Review. 736-751 - Florian Richter, Yifeng Lu, Daniyal Kazempour, Thomas Seidl:
AMTICS: Aligning Micro-clusters to Identify Cluster Structures. 752-768 - Yihong Zhang, Wei Zhang:
Improved Representations for Personalized Document-Level Sentiment Classification. 769-785 - Jie Zhou
Modeling Multi-aspect Relationship with Joint Learning for Aspect-Level Sentiment Classification. 786-802
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