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24th DASFAA 2019: Chiang Mai, Thailand - Volume 1
- Guoliang Li, Jun Yang, João Gama, Juggapong Natwichai, Yongxin Tong:
Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11447, Springer 2019, ISBN 978-3-030-18578-7
Machine Learning
- Max Halford, Philippe Saint-Pierre
, Franck Morvan:
An Approach Based on Bayesian Networks for Query Selectivity Estimation. 3-19 - Fangming Zhong, Zhikui Chen, Geyong Min:
An Exploration of Cross-Modal Retrieval for Unseen Concepts. 20-35 - Lu Wang, Wei Zhang, Xiaofeng He:
Continuous Patient-Centric Sequence Generation via Sequentially Coupled Adversarial Learning. 36-52 - Zhenkun Shi
DMMAM: Deep Multi-source Multi-task Attention Model for Intensive Care Unit Diagnosis. 53-69 - Yeting Li
Learning k-Occurrence Regular Expressions with Interleaving. 70-85 - Kangzhi Zhao, Yong Zhang, Yan Zhang, Chunxiao Xing
Learning from User Social Relation for Document Sentiment Classification. 86-103 - Lixin Zou, Long Xia, Zhuoye Ding, Dawei Yin, Jiaxing Song, Weidong Liu:
Reinforcement Learning to Diversify Top-N Recommendation. 104-120 - Bo Jiang, Zhigang Lu, Ning Li, Jianjun Wu, Feng Yi, Dongxu Han:
Retweeting Prediction Using Matrix Factorization with Binomial Distribution and Contextual Information. 121-138 - Haobo Sun, Yingxia Shao, Jiawei Jiang, Bin Cui
Sparse Gradient Compression for Distributed SGD. 139-155 - Jie Xu, Yong Zhang, Li Chao, Chunxiao Xing
STDR: A Deep Learning Method for Travel Time Estimation. 156-172 - Yang Song
Using Fractional Latent Topic to Enhance Recurrent Neural Network in Text Similarity Modeling. 173-190 - Dingming Wu, Dexin Luo, Christian S. Jensen
Efficiently Mining Maximal Diverse Frequent Itemsets. 191-207
Privacy and Graph
- Yi Fan, Yongxuan Lai, Chengqian Li, Nan Li, Zongjie Ma, Jun Zhou, Longin Jan Latecki
Efficient Local Search for Minimum Dominating Sets in Large Graphs. 211-228 - Shikha Anirban
Multi-level Graph Compression for Fast Reachability Detection. 229-246 - Yutong Ye, Min Zhang, Dengguo Feng, Hao Li, Jialin Chi:
Multiple Privacy Regimes Mechanism for Local Differential Privacy. 247-263 - Arosha Rodrigo, Miyuru Dayarathna, Sanath Jayasena
Privacy Preserving Elastic Stream Processing with Clouds Using Homomorphic Encryption. 264-280 - Wei Song, Chengliang Shi, Yuan Shen, Zhiyong Peng:
Select the Best for Me: Privacy-Preserving Polynomial Evaluation Algorithm over Road Network. 281-297
Recommendation
- Tingting Zhang, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui:
AdaCML: Adaptive Collaborative Metric Learning for Recommendation. 301-316 - Anjing Luo, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Zhixu Li, Lei Zhao, Victor S. Sheng, Zhiming Cui:
Adaptive Attention-Aware Gated Recurrent Unit for Sequential Recommendation. 317-332 - Jian Liu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Junhua Fang, Lei Zhao, Victor S. Sheng, Zhiming Cui:
Attention and Convolution Enhanced Memory Network for Sequential Recommendation. 333-349 - Jiahao Yuan, Yuanyuan Jin, Wenyan Liu, Xiaoling Wang:
Attention-Based Neural Tag Recommendation. 350-365 - Panpan Wang, Zhao Li
Density Matrix Based Preference Evolution Networks for E-Commerce Recommendation. 366-383 - Jingwei Ma, Jiahui Wen, Mingyang Zhong, Weitong Chen, Xiaofang Zhou
Multi-source Multi-net Micro-video Recommendation with Hidden Item Category Discovery. 384-400 - Xue Lei, Yi Cai, Jingyun Xu, Da Ren
Incorporating Task-Oriented Representation in Text Classification. 401-415 - Huiping Yang, Yan Zhao, Jinfu Xia, Bin Yao, Min Zhang, Kai Zheng:
Music Playlist Recommendation with Long Short-Term Memory. 416-432 - Jianwen Yin, Chenghao Liu, Jundong Li, Bing Tian Dai
Online Collaborative Filtering with Implicit Feedback. 433-448 - Zepeng Li, Li Zhang
Subspace Ensemble-Based Neighbor User Searching for Neighborhood-Based Collaborative Filtering. 449-463 - Ming Zhong, Huanyu Cheng, Ying Wang, Yuanyuan Zhu, Tieyun Qian
Towards both Local and Global Query Result Diversification. 464-481
Social Network
- Xiaojun Chen
Structured Spectral Clustering of PurTree Data. 485-501 - Xunxun Wu, Pengfei Jiao, Yaping Wang, Tianpeng Li, Wenjun Wang, Bo Wang:
Dynamic Stochastic Block Model with Scale-Free Characteristic for Temporal Complex Networks. 502-518 - Dingming Wu, Yi Zhu, Christian S. Jensen
In Good Company: Efficient Retrieval of the Top-k Most Relevant Event-Partner Pairs. 519-535 - Yuliang Ma, Ye Yuan, Guoren Wang, Yishu Wang, Delong Ma
Local Experts Finding Across Multiple Social Networks. 536-554 - Weizhong Zhao, Huifang Ma, Zhixin Li, Xiang Ao, Ning Li:
SBRNE: An Improved Unified Framework for Social and Behavior Recommendations with Network Embedding. 555-571 - Hsiu-Yi Wang, Jia-Wei Chang
User Intention-Based Document Summarization on Heterogeneous Sentence Networks. 572-587
Spatial
- Junye Yang, Yong Zhang, Huiqi Hu, Chunxiao Xing
A Hierarchical Index Structure for Region-Aware Spatial Keyword Search with Edit Distance Constraint. 591-608 - Dongjin Yu, Yiyu Wu, Chengfei Liu
Collective POI Querying Based on Multiple Keywords and User Preference. 609-625 - Changfa Wu, Yu Gu, Ge Yu:
DPSCAN: Structural Graph Clustering Based on Density Peaks. 626-641 - Zhou Zhang
Efficient Processing of Spatial Group Preference Queries. 642-659 - Hui Zhao, Mingjun Xiao, Jie Wu, An Liu, Baoyi An:
Reverse-Auction-Based Competitive Order Assignment for Mobile Taxi-Hailing Systems. 660-677 - Lianming Zhou, Xuanhao Chen
Top-K Spatio-Topic Query on Social Media Data. 678-693
Spatio-Temporal
- Shunfeng Peng, Yanyan Shen, Yanmin Zhu, Yuting Chen:
A Frequency-Aware Spatio-Temporal Network for Traffic Flow Prediction. 697-712 - Qize Jiang, Weiwei Sun, Baihua Zheng
Efficient Algorithms for Solving Aggregate Keyword Routing Problems. 713-729 - Junsha Chen, Neng Gao, Cong Xue, Chenyang Tu, Daren Zha:
Perceiving Topic Bubbles: Local Topic Detection in Spatio-Temporal Tweet Stream. 730-747 - Hao Zhou
Real-Time Route Planning and Online Order Dispatch for Bus-Booking Platforms. 748-763 - Bin Cheng, Shiyou Qian, Jian Cao, Guangtao Xue, Jiadi Yu, Yanmin Zhu, Minglu Li, Tao Zhang
STL: Online Detection of Taxi Trajectory Anomaly Based on Spatial-Temporal Laws. 764-779
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