基本信息
唐海娜 女 硕导 人工智能学院
电子邮件: hntang@ucas.ac.cn
通信地址: 北京市石景山区玉泉路19号(甲)
邮政编码: 100049
电子邮件: hntang@ucas.ac.cn
通信地址: 北京市石景山区玉泉路19号(甲)
邮政编码: 100049
招生信息
招生专业
081203-计算机应用技术081203-计算机应用技术
招生方向
时空数据挖掘大数据分析
教育背景
2008-09--2012-07 中山大学 博士2000-09--2003-07 中国科学院研究生院 硕士1994-09--1998-07 山东大学计算机系 学士
工作经历
工作简历
2008-09~2012-07,中山大学, 博士2000-09~2003-07,中国科学院研究生院, 硕士1994-09~1998-07,山东大学计算机系, 学士
教授课程
云计算大数据技术概论
出版信息
发表论文
(1) STCIN: Spatial-Temporal Cross Interaction Networks for Urban Anomaly Prediction, IEEE 25th International Conference on Computer Supported Cooperative Work in Design, 2022, 通讯作者(2) Taxi Demand Prediction Using Parallel Multi-Task Learning Model, IEEE Transactions on Intelligent Transportation Systems, 2022, 第 5 作者(3) HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 第 5 作者(4) Graph Neural Networks for Anomaly Detection in Industrial Internet of Things, JournalIEEE Internet of Things Journal, 2022, 第 3 作者(5) 轨迹表示学习技术研究进展, 软件学报, 2021, 通讯作者(6) On Accurate Computation of Trajectory Similarity via Single Image Super-Resolution, International Joint Conference on Neural Network(IJCNN), 2021, 通讯作者(7) AFT-Anon: A scaling method for online trace anonymization based on anonymous flow tables, IEEE Symposium on Computers and Communications, 2020, 第 1 作者(8) TULSN: Siamese Network for Trajectory-user Linking, 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020, 通讯作者(9) A Multilayer Recognition Model for Twitter User Geolocation, Wireless networks, 2019, 通讯作者(10) Gait can reveal sleep quality with machine learning models, PLOS ONE, 2019, 第 5 作者(11) Efficient Identification of TOP-K Heavy Hitters over Sliding Windows, MOBILE NETWORKS & APPLICATIONS, 2019, 通讯作者(12) PATIP-TREE: An Efficient Method to Look up the Network Address Attribution Information, IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS / IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITY / IEEE 4TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2018, 第 4 作者(13) Applications of Visualization Technology for Network Security, 2017 16TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS / 11TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING / 14TH IEEE INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS, 2017, 通讯作者(14) Performance improvement for source mobility in named data networking based on global-local fib updates, PEER-TO-PEER NETWORKING AND APPLICATIONS, 2016, 第 4 作者(15) Performance Evaluation and Analysis of the Virtual Networks Built by Different Virtual Machine Managers, PROCEEDINGS OF 2016 IEEE 18TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS; IEEE 14TH INTERNATIONAL CONFERENCE ON SMART CITY; IEEE 2ND INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS), 2016, 第 6 作者(16) D2Sketch: Supporting Efficient Identification of Heavy Hitters Over Sliding Windows, SMARTGIFT2016, 2016, 第 1 作者(17) Wireless machine to machine monitoring using cross-platform smart phone for district heating, WIRELESS PERSONAL COMMUNICATIONS, 2015, 通讯作者(18) The Design and Evaluation of a Terminal-Matching Adaptive Sampling Algorithm, JOURNAL OF INTERNET TECHNOLOGY, 2014, 通讯作者(19) 一种基于移动指针的数据流冗余消除算法, 通信学报, 2012, 第 1 作者(20) 高速长距离网络传输协议, Transport Protocols for Fast Long Distance Networks, 软件学报, 2010, 第 2 作者
科研活动
科研项目
( 1 ) 支持IPv6过渡机制和管控系统研究与应用示范, 参与, 国家任务, 2012-01--2014-12( 2 ) 海云创新试验环境资源管理与服务系统及关键技术研究, 参与, 国家任务, 2012-01--2016-12( 3 ) 网络虚拟化关键技术研究与开发, 负责人, 境内委托项目, 2015-11--2017-12( 4 ) **微博检测***技术研究, 负责人, 中国科学院计划, 2016-01--2017-12( 5 ) 5G与信息中心网络(ICN)融合技术研发, 参与, 国家任务, 2017-01--2018-12( 6 ) 5G网络传输性能测试, 负责人, 境内委托项目, 2018-06--2019-06( 7 ) 基于多模态数据融合的城市复杂事件预测与分析技术, 负责人, 其他国际合作项目, 2019-11--2021-10( 8 ) 基于深度学习的船舶轨迹异常模式挖掘关键技术研究, 负责人, 国家任务, 2021-01--2024-12