马修军｜北京大学｜学者主页

2022

Pheromone-inspired Communication Framework for Large-scale Multi-agent Reinforcement Learning

Zixuan Cao, Xiujun Ma, Mengzhi Shi, Zhan-Bo Zhao

International Conference on Artificial Neural Networks

DOI

2020

一种高效率的多智能体协作学习通信机制

赵宇航，马修军

《信息安全研究》

2019

Learning Efficient Communication in Cooperative Multi-Agent Environment

Yuhang Zhao, Xiujun Ma

Adaptive Agents and Multi-Agents Systems

DOI

2018

基于多源大数据的城市体征诊断指数构建与计算——以上海市为例

柴彦威，刘伯初，刘瑜，马修军，塔娜，申悦

《地理科学》

DOI

2018

集成多源地理大数据感知城市空间分异格局

刘瑜，詹朝晖，朱递，柴彦威，马修军，邬伦

《武汉大学学报(信息科学版)》

2017

A Spatial SQL Based on SparkSQL

Qingyun Meng, Xiujun Ma, Wei Lu, Zerong Yao

Communications in computer and information science

DOI

2016

Hadoop生态体系安全框架综述

陈玺，马修军，吕欣

《信息安全研究》

2014

人本导向的智慧社区的概念、模式与架构

申悦，柴彦威，马修军

《现代城市研究》

2013

Discovering Spatial Interaction Communities from Mobile Phone Data

Song Gao, Yu Liu, Yaoli Wang, Xiujun Ma

Transactions In Gis，Vol. 170, No. 3

DOI

2013

Inferring properties and revealing geographical impacts of intercity mobile communication network of China using a subnet data set

Chaogui Kang, Yi Zhang, Xiujun Ma, Yu Liu

International Journal Of Geographical Information Science，Vol. 270, No. 3

DOI

2013

A spatial clustering algorithm for line objects based on extended Hausdorff distance

Guiyun Zhou, Baojia Lin, Xiujun Ma

International Conference on Geoinformatics

DOI

2012

Towards Estimating Urban Population Distributions from Mobile Call Data

Chaogui Kang, Yu Liu, Xiujun Ma, Lun Wu

Journal Of Urban Technology，Vol. 190, No. 4

DOI

2012

机器智能实验课程虚拟仿真平台设计

马修军

《计算机教育》

DOI

2011

基于GPS数据的旅游者活动节奏研究

黄潇婷，马修军

《旅游学刊》，Vol. 26, No. 12

下载原文

2011

虚拟世界平台作为城市规划模型的应用探析——以美国纽约社区公园规划为例

黄潇婷，马修军

《国际城市规划》，No. 6

下载原文

2011

Intra-urban human mobility patterns: An urban morphology perspective

Chaogui Kang, Xiujun Ma, Daoqin Tong, Yu Liu

Physica A Statistical Mechanics and its Applications

DOI

2011

Study on Tourists’Rhythm of Activities Based on GPS Data

Ma Xiujun

Luyou xuekan

2010

一种基于局部加权学习的自适应交通流预测机制

帅猛，韩磊，谢昆青，宋国杰，马修军，陈冠华

《北京大学学报(自然科学版)》

2010

基于移动定位的行为数据采集与地理应用研究

柴彦威，赵莹，马修军，张艳

《地域研究与开发》

2010

Analyzing and geo-visualizing individual human mobility patterns using mobile call records

Chaogui Kang, Song Gao, Xing Lin, Yu Xiao, Yihong Yuan, Yu Liu, Xiujun Ma

International Conference on Geoinformatics

DOI

2010

A novel approach to estimate human space-time path based on mobile phone call records

Hao Tian, Xiujun Ma, Han Wang, Guojie Song, Kunqing Xie

International Conference on Geoinformatics

DOI

2010

A replication strategy based on swarm intelligence in spatial data grid

Ping Zhang, Kunqing Xie, Xiujun Ma, Xiong Li, Yixian Sun

International Conference on Geoinformatics

DOI

2010

Locally kernel regression adapting with data distribution in prediction of traffic flow

Lei Han, Shuai Meng, Kunqing Xie, Guojie Song, Xiujun Ma

International Conference on Geoinformatics

DOI

2010

Individual activity data collection based on mobile positioning infrastructure in Beijing

Amory Huang, Xiujun Ma, Yanwei Chai, Yu Liu, Yunxiao Li, Dilnaryasin

International Conference on Geoinformatics

DOI

2010

Agent-based spatial resource management with non-center controller in distributed environment

Yixian Sun, Kunqing Xie, Xiujun Ma, Ping Zhang, Xiong Li

International Conference on Geoinformatics

DOI

2010

Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World

Ping Zhang, Xiujun Ma, Zijian Pan, Xiong Li, Kunqing Xie

Lecture notes in computer science

DOI

2010

Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World

Ping Zhang, Xiujun Ma, Zijian Pan, Xiong Li, Kunqing Xie

Scientia Forestalis

2009

时空行为数据的GIS分析方法

赵莹，柴彦威，陈洁，马修军

《地理与地理信息科学》

2009

城市居民时空行为序列模式挖掘方法

李雄，马修军，王晨星，迪丽娜尔·牙生，柴彦威

《地理与地理信息科学》

2009

GIS-Based Analyzing Method for Spatial-Temporal Behavior Data

Ma Xiujun

Geography and Geo-Information Science

2009

Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years

Zhengbin Dong, Wenjie Wu, Xiujun Ma, Kunqing Xie, Fengjun Jin

Lecture notes in computer science

DOI

2009

Spatio-Temporal Structural Analysis of Inter-Urban Aviation Network in China

Wen-Jie Wu, Zheng-Bin Dong, Wen-Zhong Zhang, Feng-Jun Jin, Xiujun Ma

2008

An online approach based on locally weighted learning for short-term traffic flow prediction

Shuai Meng, Kunqing Xie, Pu Wen, Guojie Song, Xiujun Ma

ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS)

DOI

2008

An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring

Shuai Meng, Kunqing Xie, Xiujun Ma, Guojie Song

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2008

Agent-based Spatial Query Processing and Resource Management in Grid Environment

Yufei Bai, Xiujun Ma, Kunqing Xie, Ping Zhang, Xiong Li, Yixian Sun, Ke Li

International Conference on Grid and Cooperative Computing (GCC)

DOI

2008

Mining geographic episode association patterns of abnormal events in global earth science data

Tianshu Wu, Guojie Song, Xiujun Ma, Kunqing Xie, Xiaoping Gao, Xingxing Jin

Science China Technological Sciences

DOI

2008

Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection

Xiujun Ma, Zhongya Wei, Yanwei Chai, Kunqing Xie

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2008

Agent-Based Spatial Query Optimization in a Grid Environment

Yufei Bai, Xiujun Ma, Kunqing Xie, Cuo Cai, Ke Li

DOI

2007

基于GIS的黄土高原水土流失监测站点布设方法研究

高振记，邬伦，马修军

《水土保持通报》

2007

动态网络环境下的透明服务组合

李刚，马修军，韩燕波，王菁

《计算机学报》

2007

多媒体数据库与内容检索

马修军

《北京大学出版社》

2007

A cooperated P2P GIS for loose coupled governmental application

Chenyu Li, Kunqing Xie, Xiujun Ma, Cuo Cai, Sun Yanfeng

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2007

NEBULA: A P2P Based Cooperative Spatial Database Prototype

Bin Chen, Zhou Huang, Xiujun Ma, Chenyu Li, Yong Gao, Yu Fang

International Conference on Grid and Cooperative Computing (GCC)

DOI

2007

Modeling and query the uncertainty of network constrained moving objects based on RFID data

Liang Han, Kunqing Xie, Xiujun Ma, Guojie Song

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2007

A Distributed Cooperative Technology for Spatial Grid Computing

Chenyu Li, Kunqing Xie, Xiujun Ma, Cuo Cai, Sun Yanfeng

Data Science Journal

DOI

2006

基于对象关系数据库的时空数据模型研究

高勇，林星，刘瑜，邬伦，陈斌，马修军

《地理与地理信息科学》

2006

P2P环境中的全局空间数据目录研究

马修军，刘晨，谢昆青，李晨煜，雷小锋，高勇，陈斌

《地理与地理信息科学》

2006

分布式计算环境中的空间查询语言全局解析机制

黄舟，彭霞，张珂，陈斌，马修军，方裕

《地理与地理信息科学》

2006

基于P2P的空间数据操作分布技术研究

马修军，李晨煜，谢昆青，雷小锋，刘晨，陈斌，高勇

《地理与地理信息科学》

2006

A peer-to-peer approach to Geospatial Web Services discovery

Ma Xiujun, Li Gang, Kunqing Xie, Shuai Meng

DOI

2006

A Peer-to-Peer Based Spatial Data Manipulating and Distributing Technology

Xiujun Ma

2006

A Research on Global Spatial Data Directory in Peer-toPeer Networks

Xiujun Ma

2005

G-WSDL: a data-oriented approach to model GIS web services

Guanhua Chen, Kunqing Xie, Ma Xiujun, Sun Yanfeng, Yuanzhi Zhang, Sun Lebin

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

A compensation mechanism in GIS web service composition

Sun Yanfeng, Ma Xiujun, Kunqing Xie, Chen Guanhua, Liu Chen, Chenyu Li, Zhuo Qi Chen

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

A spatio-temporal database prototype for managing moving objects in GIS

Han Liang, Jie Wu, Kunqing Xie, Ma Xiujun, Xu Dan, Huibin Zhang, Zhuo Qi Chen

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

A peer-to-peer architecture for dynamic executing GIS web service composition

Liu Chen, Ma Xiujun, Guanhua Chen, Sun Yanfeng, Feng Xuebing

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

Dynamic Geospatial Web Services Composition in Peer-to-Peer Networks

Xiujun Ma, Kunqing Xie, Chen Liu, Chenyu Li

Lecture notes in computer science

DOI

2005

Detecting spatio-temporal outliers in climate dataset: a method study

Sun Yuxiang, Kunqing Xie, Ma Xiujun, Xingxing Jin, Pu Wen, Gao Xiaoping

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

Spatial data cube: provides better support for spatial data mining

Yuanzhi Zhang, Kunqing Xie, Ma Xiujun, Xu Dan, Cuo Cai, Tang Shiwei

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

A novel method to integrate spatial data mining and geographic information system

Xingxing Jin, Cai Yingkun, Kunqing Xie, Ma Xiujun, Sun Yuxiang, Cuo Cai

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

A spatio-temporal aquarium for visual exploration on geographic phenomena

Chenyu Li, Ma Xiujun, Kunqing Xie, Sun Yuxiang, Cuo Cai, Pu Wen

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2005

Adaptive sampling for selectivity estimation in spatial database

Xu Dan, Ma Xiujun, Kunqing Xie, Han Liang, Huibin Zhang, Pu Wen, Zhang Haitao

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2004

SDML:基于空间数据库的空间数据挖掘语言

高韬，谢昆青，马修军，陈冠华

《北京大学学报(自然科学版)》

2004

屏蔽了输入参数敏感性的DBSCAN改进算法

蔡颖琨，谢昆青，马修军

《北京大学学报(自然科学版)》

2004

空间动态模型建模方法

马修军，邬伦，谢昆青

《北京大学学报(自然科学版)》

2004

Integrating GIS Web services based on mediating architecture

Guanhua Chen, Liang Han, Xiujun Ma, Kunqing Xie, Zhuo Chen

2004

A solution of spatial query processing and query optimization for spatial databases

Jie Yuan, Kunqing Xie, Xiujun Ma, Min Zhang, Le-Bin Sun

2004

An Index mechanism for multi-scale view in spatial databases

Yuan-Zhi Zhang, Kunqing Xie, Xiujun Ma, Chen-Yu Li, Zhuo Chen

2004

A prototype for spatial information services based on J2EE

Yan-Feng Sun, Xiujun Ma, Kunqing Xie, Liang Han, Hai-Tao Zhang

2004

A solution for digital image management in spatial databases

Chen Liu, Xiujun Ma, Kunqing Xie, Yu Liu, Xuebing Feng

2004

A solution for concurrency control and long transaction management in SDBMS

Min Zhang, Kunqing Xie, Xiujun Ma, Yu-xiang Sun, Xuebing Feng

2004

An index method for continuous moving objects

Hui-bin Zhang, Kunqing Xie, Xiujun Ma, XuDan, Bao-gang Yang

2002

GIS空间动态模型组件的设计与实现

马修军，周贵云，邬伦

《地理与地理信息科学》

2002

城市土地级别划分的方法研究——以北京城市土地定级为例

姜安源，马修军，魏黎，杜海鹏

《地域研究与开发》

2000

基于场模型的空间动态数据建模及空间动态模型语言设计

邬伦，马修军，田原

《地理与地理信息科学》

1999

GIS环境下流域降雨侵蚀动态模拟研究——以PCRaster系统和LISEM模型为例

马修军，谢昆青

《环境工程学报》

1998

连锁配送决策支持系统

马修军，任毅，孙英健

《物流技术》

1997

区域水泥物流管理信息系统

任毅，孙英健，岳勇，马修军

《中国建材科技》

精选作品

期刊论文

Pheromone-inspired Communication Framework for Large-scale Multi-agent Reinforcement Learning

一种高效率的多智能体协作学习通信机制

Learning Efficient Communication in Cooperative Multi-Agent Environment

基于多源大数据的城市体征诊断指数构建与计算——以上海市为例

集成多源地理大数据感知城市空间分异格局

A Spatial SQL Based on SparkSQL

Hadoop生态体系安全框架综述

人本导向的智慧社区的概念、模式与架构

Discovering Spatial Interaction Communities from Mobile Phone Data

Inferring properties and revealing geographical impacts of intercity mobile communication network of China using a subnet data set

A spatial clustering algorithm for line objects based on extended Hausdorff distance

Towards Estimating Urban Population Distributions from Mobile Call Data

机器智能实验课程虚拟仿真平台设计

基于GPS数据的旅游者活动节奏研究

虚拟世界平台作为城市规划模型的应用探析——以美国纽约社区公园规划为例

Intra-urban human mobility patterns: An urban morphology perspective

Study on Tourists’Rhythm of Activities Based on GPS Data

一种基于局部加权学习的自适应交通流预测机制

基于移动定位的行为数据采集与地理应用研究

Analyzing and geo-visualizing individual human mobility patterns using mobile call records

A novel approach to estimate human space-time path based on mobile phone call records

A replication strategy based on swarm intelligence in spatial data grid

Locally kernel regression adapting with data distribution in prediction of traffic flow

Individual activity data collection based on mobile positioning infrastructure in Beijing

Agent-based spatial resource management with non-center controller in distributed environment

Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World

Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World

时空行为数据的GIS分析方法

城市居民时空行为序列模式挖掘方法

GIS-Based Analyzing Method for Spatial-Temporal Behavior Data

Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years

Spatio-Temporal Structural Analysis of Inter-Urban Aviation Network in China

An online approach based on locally weighted learning for short-term traffic flow prediction

An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring

Agent-based Spatial Query Processing and Resource Management in Grid Environment

Mining geographic episode association patterns of abnormal events in global earth science data

Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection

Agent-Based Spatial Query Optimization in a Grid Environment

基于GIS的黄土高原水土流失监测站点布设方法研究

动态网络环境下的透明服务组合

多媒体数据库与内容检索

A cooperated P2P GIS for loose coupled governmental application

NEBULA: A P2P Based Cooperative Spatial Database Prototype

Modeling and query the uncertainty of network constrained moving objects based on RFID data

A Distributed Cooperative Technology for Spatial Grid Computing

基于对象关系数据库的时空数据模型研究

P2P环境中的全局空间数据目录研究

分布式计算环境中的空间查询语言全局解析机制

基于P2P的空间数据操作分布技术研究

A peer-to-peer approach to Geospatial Web Services discovery

A Peer-to-Peer Based Spatial Data Manipulating and Distributing Technology

A Research on Global Spatial Data Directory in Peer-toPeer Networks

G-WSDL: a data-oriented approach to model GIS web services

A compensation mechanism in GIS web service composition

A spatio-temporal database prototype for managing moving objects in GIS

A peer-to-peer architecture for dynamic executing GIS web service composition

Dynamic Geospatial Web Services Composition in Peer-to-Peer Networks

Detecting spatio-temporal outliers in climate dataset: a method study

Spatial data cube: provides better support for spatial data mining

A novel method to integrate spatial data mining and geographic information system

A spatio-temporal aquarium for visual exploration on geographic phenomena

Adaptive sampling for selectivity estimation in spatial database

SDML:基于空间数据库的空间数据挖掘语言

屏蔽了输入参数敏感性的DBSCAN改进算法

空间动态模型建模方法

Integrating GIS Web services based on mediating architecture

A solution of spatial query processing and query optimization for spatial databases

An Index mechanism for multi-scale view in spatial databases

A prototype for spatial information services based on J2EE

A solution for digital image management in spatial databases

A solution for concurrency control and long transaction management in SDBMS

An index method for continuous moving objects

GIS空间动态模型组件的设计与实现

城市土地级别划分的方法研究——以北京城市土地定级为例

基于场模型的空间动态数据建模及空间动态模型语言设计

GIS环境下流域降雨侵蚀动态模拟研究——以PCRaster系统和LISEM模型为例

连锁配送决策支持系统

区域水泥物流管理信息系统