基于轨迹大数据的用户行为模式建模与应用研究

61702016
2017
F0202.系统软件、数据库与工业软件
郭龙
青年科学基金项目
北京大学
22万元
移动对象;轨迹跟踪及预测;时空数据;移动足迹;基于地理位置的服务
2018-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 SketchML: Accelerating Distributed Machine Learning with Data Sketches 会议论文 Jiawei Jiang;Fangcheng Fu;Tong Yang;Bin Cui
2 EdgeDIPN: a unified deep intent prediction network deployed at the edge 期刊论文 Long Guo;Lifeng Hua;Rongfei Jia;Fei Fang;Binqiang Zhao;Bin Cui
3 An experimental evaluation of large scale GBDT systems 会议论文 Fangheng Fu;Jiawei Jiang;Yingxia Shao;Bin Cui
4 MLlib: Fast Training of GLMs using Spark MLlib 会议论文 Zhang Zhipeng;Jiang Jiawei;Wu Wentao;Zhang Ce;Yu Lele;Cui Bin
5 CRAN: a Hybrid CNN-RNN Attention-based Model () for Text Classification 会议论文 Long Guo;Dongxiang Zhang;Lei Wang;Han Wang;Bin Cui
6 Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TINYSCRIPT 会议论文 Fangcheng Fu;Yuzheng Hu;Yihan He;Jiawei Jiang;Yingxia Shao;Ce Zhang;Bin Cui
7 在线招聘场景下的简历活跃度预测 期刊论文 史舒扬;张智鹏;郭龙;邵蓥侠;崔斌
8 Buying or Browsing? : Predicting Real-time Purchasing Intent using Attention-based Deep Network with Multiple Behavior 会议论文 Guo Long;Hua Lifeng;Jia Rongfei;Zhao Binqiang;Wang Xiaobo;Cui Bin
9 MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning 会议论文 Lei Wang;Dongxiang Zhang;Lianli Gao;Jingkuan Song;Long Guo;Heng Tao Shen
10 Reliable Data Distillation on Graph Convolutional Network 会议论文 Wentao Zhang;Xupeng Miao;Yingxia Shao;Jiawei Jiang;Lei Chen;Olivier Ruas;Bin Cui
11 WavingSketch: An Unbiased and Generic Sketch for Finding Top-k Items in Data Streams 会议论文 Jizhou Li;Zikun Li;Yifei Xu;Shiqi Jiang;Tong Yang;Bin Cui;Yafei Dai;Gong Zhang
12 SKCompress: compressing sparse and nonuniform gradient in distributed machine learning 期刊论文 Jiawei Jiang;Fangcheng Fu;Tong Yang;Yingxia Shao;Bin Cui
13 面向高维特征和多分类的分布式梯度提升树 期刊论文 江佳伟;符芳诚;邵蓥侠;崔斌
14 RLO:一个基于强化学习的连接优化方法 期刊论文 张心怡;张智鹏;张铁赢;崔斌;范举
15 Sparse Gradient Compression for Distributed SGD 会议论文 Sun Haobo;Shao Yingxia;Jiang Jiawei;Cui Bin;Lei Kai;Xu Yu;Wang Jiang
16 CO2: Inferring Personal Interests From Raw Footprints by Connecting the Offline World with the Online World 期刊论文 Guo Long;Zhang Dongxiang;Wang Yuan;Wu Huayu;Cui Bin;Tan Kian Lee
17 FeatureBand: A Feature Selection Method by Combining Early Stopping and Genetic Local Search 会议论文 Huanran Xue;Jiawei Jiang;Yingxia Shao;Bin Cui
18 Sliding Sketches: A Framework using Time Zones for Data Stream Processing in Sliding Windows 会议论文 Xiangyang Gou;Long He;Yinda Zhang;Ke Wang;Xilai Liu;Tong Yang;Yi Wang;Bin Cui
19 PS2: Parameter Server on Spark 会议论文 Zhang Zhipeng;Cui Bin;Shao Yingxia;Yu Lele;Jiang Jiawei;Miao Xupeng
20 Snapshot boosting: a fast ensemble framework for deep neural networks 期刊论文 Zhang Wentao;Jiang Jiawei;Shao Yingxia;Cui Bin
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