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面向概念漂移的数据流分类算法及其在移动通信中的应用研究
  • 项目名称：面向概念漂移的数据流分类算法及其在移动通信中的应用研究
  • 项目类别：青年科学基金项目
  • 批准号：60703066
  • 项目来源：国家自然科学基金
  • 研究期限：1900-01-01-1900-01-01
  • 项目负责人：宋国杰
  • 依托单位：北京大学
  • 批准年度：2007
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期刊论文
FPNN:优化的过程神经网络模型及其应用
一种面向多维时间序列的过程决策树模型
基于遗传算法的社会网络中top-k影响力节点挖掘方法
Accelerating sequence searching: dimensionality reduction method
Efficient Skyline Computation in Structured Peer-to-Peer Systems
基于多级目标规划的高速公路二义性路径识别
面向实时短时交通流预测的过程神经元网络建模
基于浮动车数据的城市交通状态估计研究
Mining geographic episode association patterns of abnormal events in global earth science data
一种基于局部加权学习的自适应交通流预测机制
会议论文
Deducing and forecasting expressway status based on toll collection data
A novel approach to estimate human space-time path based on mobile phone call records
Adaptive Knowledge Transfer Based on Locally Weighted Learning
Adaptive fit parameters tuning with data density changes in locally weighted learning
Relationship on traffic volume of urban, suburban and outside city of Beijing expressway
Anchor points seeking of large urban crowd based on the mobile billing data
An online approach based on locally weighted learning for short-term traffic flow prediction
Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Pred
A Kalman filter based approach for outlier detection in sensor networks
An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring
An experimental study of large-scale mobile social network.
Adequacy of data for mining individual friendship pattern from cellular phone call logs
Statistical analysis of real large-scale mobile social network
Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network
Squeezing long sequence data for efficient similarity search
A Multiple SVR Approach with Time Lags for Traffic Flow Prediction
Community-based Greedy algorithm for mining top-K influential nodes in mobile social networks
Locally kernel regression adapting with data distribution in prediction of traffic flow
A novel spatio-temporal clustering approach by process similarity
Discrete Trajectory Prediction on Mobile data
Numerical Learning Method for Process Neural Network
一种有效的基于生活熵的移动用户分类算法
宋国杰的项目
　面向社交媒体网络的谣言辨识与传播预测研究
　移动社会网络建模与信息传播机制研究
　面向社交媒体网络的谣言辨识与传播预测研究
面向社会网络信息传播的网络重构关键技术研究
期刊论文 1