Kunqing Xie

According to our database1, Kunqing Xie
  • authored at least 79 papers between 2004 and 2017.
  • has a "Dijkstra number"2 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2017
Discovering spatio-temporal dependencies based on time-lag in intelligent transportation data.
Neurocomputing, 2017

2016
Structure Feature Learning Method for Incomplete Data.
IJPRAI, 2016

Using the traffic heterogeneity of Chinese toll highway networks for hierarchical clustering.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2016

Predictability analysis on expressway vehicle mobility using electronic toll collection data.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

The shortest path or not? Analyzing the ambiguity of path selection in China's toll highway networks.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Vulnerability analysis of highway traffic networks using origin-destination tollgate data.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method.
IEEE Trans. Parallel Distrib. Syst., 2015

Overlapping Decomposition for Gaussian Graphical Modeling.
IEEE Trans. Knowl. Data Eng., 2015

Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

On Influential Nodes Tracking in Dynamic Social Networks.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Probabilistic dynamic causal model for temporal data.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Improving deep neural network ensembles using reconstruction error.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Incorporating temporal smoothness and group structure in learning with incomplete data.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Short-term traffic flow forecasting: Multi-metric KNN with related station discovery.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014
Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning.
IEEE Trans. Intelligent Transportation Systems, 2014

A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting.
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Dynamic boosting in deep learning using reconstruction error.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Deep process neural network for temporal deep learning.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Traffic zone division using mobile billing data.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Adaptive Weight Optimization for Classification of Imbalanced Data.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Cost sensitive GPS-based activity recognition.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

Hierarchical destination prediction based on GPS history.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

Automated urban location annotation on mobile records.
Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

Deep Architecture for Traffic Flow Prediction.
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012
Overlapping decomposition for causal graphical modeling.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

A short-term freeway traffic flow prediction method based on road section traffic flow structure pattern.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Measurement analysis of traffic flow uncertainty on Chinese highway network.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

An Adaption of Relief for Redundant Feature Elimination.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A online boosting approach for traffic flow forecasting under abnormal conditions.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
Efficient approaches for summarizing subspace clusters into k representatives.
Soft Comput., 2011

Discrete Trajectory Prediction on Mobile Data.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

Simulated Annealing Based Influence Maximization in Social Networks.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Multi-Agent Cooperative Reinforcement Learning in 3D Virtual World.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

Community-based greedy algorithm for mining top-K influential nodes in mobile social networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

A replication strategy based on swarm intelligence in spatial data grid.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

A novel approach to estimate human space-time path based on mobile phone call records.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Agent-based spatial resource management with non-center controller in distributed environment.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Locally kernel regression adapting with data distribution in prediction of traffic flow.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009
Accelerating sequence searching: dimensionality reduction method.
Knowl. Inf. Syst., 2009

Numerical Learning Method for Process Neural Network.
Proceedings of the Advances in Neural Networks, 2009

A Novel Spatio-temporal Clustering Approach by Process Similarity.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Statistical Analysis of Real Large-Scale Mobile Social Network.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Adequacy of Data for Mining Individual Friendship Pattern from Cellular Phone Call Logs.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Mining the Structure and Evolution of the Airport Network of China over the Past Twenty Years.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network.
Proceedings of the Advances in Neural Networks, 2008

Integrating Map Services and Location-based Services for Geo-Referenced Individual Data Collection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

An online approach based on locally weighted learning for short-term traffic flow prediction.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Agent-based Spatial Query Processing and Resource Management in Grid Environment.
Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008

A Kalman Filter Based Approach for Outlier Detection in Sensor Networks.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Agent-Based Spatial Query Optimization in a Grid Environment.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Squeezing Long Sequence Data for Efficient Similarity Search.
Proceedings of the Progress in WWW Research and Development, 2008

2007
Discovery of Teleconnections Using Data Mining Technologies in Global Climate Datasets.
Data Science Journal, 2007

A Distributed Cooperative Technology for Spatial Grid Computing.
Data Science Journal, 2007

An Efficient High Dimensional Cluster Method and its Application in Global Climate Sets.
Data Science Journal, 2007

Data Mining for Teleconnections in Global Climate Datasets.
Data Science Journal, 2007

Measuring Data Quality of Geoscience Datasets Using Data Mining Techniques.
Data Science Journal, 2007

Causal relation of queries from temporal logs.
Proceedings of the 16th International Conference on World Wide Web, 2007

Local Word Bag Model for Text Categorization.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

An Optimized Process Neural Network Model.
Proceedings of the Advances in Databases: Concepts, 2007

CLAIM: An Efficient Method for Relaxed Frequent Closed Itemsets Mining over Stream Data.
Proceedings of the Advances in Databases: Concepts, 2007

2006
A peer-to-peer approach to Geospatial Web Services discovery.
Proceedings of the 1st International Conference on Scalable Information Systems, 2006

2005
Efficient discovery of multilevel spatial association rules using partitions.
Information & Software Technology, 2005

Spatial data cube: provides better support for spatial data mining.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Adaptive sampling for selectivity estimation in spatial database.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Detecting spatio-temporal outliers in climate dataset: a method study.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A compensation mechanism in GIS Web service composition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A spatio-temporal aquarium for visual exploration on geographic phenomena.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A novel method to integrate spatial data mining and geographic information system.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A spatio-temporal database prototype for managing moving objects in GIS.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

G-WSDL: a data-oriented approach to model GIS Web services.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Dynamic Geospatial Web Services Composition in Peer-to-Peer Networks.
Proceedings of the Advances in Computer Science, 2005

2004
A Comparative Study on Feature Weight in Text Categorization.
Proceedings of the Advanced Web Technologies and Applications, 2004


  Loading...