Guojie Song

According to our database1, Guojie Song authored at least 71 papers between 2006 and 2019.

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Bibliography

2019
Collective causal inference with lag estimation.
Neurocomputing, 2019

Blow-up and global solutions for a class of time fractional nonlinear reaction-diffusion equation with weakly spatial source.
Appl. Math. Lett., 2019

2018
Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality.
IEEE Trans. Knowl. Data Eng., 2018

Spatio-Temporal Routine Mining on Mobile Phone Data.
TKDD, 2018

Temporal Causal Inference with Time Lag.
Neural Computation, 2018

Traffic Events Oriented Dynamic Traffic Assignment Model for Expressway Network: A Network Flow Approach.
IEEE Intell. Transport. Syst. Mag., 2018

A Deep Spatial-Temporal Ensemble Model for Air Quality Prediction.
Neurocomputing, 2018

Inferring diffusion networks with life stage heterogeneity.
SCIENCE CHINA Information Sciences, 2018

Learning dynamic dependency network structure with time lag.
SCIENCE CHINA Information Sciences, 2018

Network topology inference from incomplete observation data.
SCIENCE CHINA Information Sciences, 2018

Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Chinese Medical Concept Normalization by Using Text and Comorbidity Network Embedding.
Proceedings of the IEEE International Conference on Data Mining, 2018

MEgo2Vec: Embedding Matched Ego Networks for User Alignment Across Social Networks.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Influential Node Tracking on Dynamic Social Network: An Interchange Greedy Approach.
IEEE Trans. Knowl. Data Eng., 2017

StructInf: Mining Structural Influence from Social Streams.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A time-space domain stereo finite difference method for 3D scalar wave propagation.
Computers & Geosciences, 2016

Inferring Diffusion Network on Incomplete Cascade Data.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Routine Mining Based Anomaly Detection in Mobile Phone Data.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Budget Minimization with Time and Influence Constraints in Social Network.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 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

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

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

Who were you talking to - Mining interpersonal relationships from cellphone network data.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 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

Accelerating the 3D Elastic Wave Forward Modeling on GPU and MIC.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 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
Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 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
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
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 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

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
Efficient Skyline Computation in Structured Peer-to-Peer Systems.
IEEE Trans. Knowl. Data Eng., 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

2008
A Multiple SVR Approach with Time Lags for Traffic Flow Prediction.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

An On-Road Wireless Sensor Network Approach for Urban Traffic State Monitoring.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Hybrid Process Neural Network based on Spatio-Temporal Similarities for Short-Term Traffic Flow Prediction.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

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

A Kalman Filter Based Approach for Outlier Detection in Sensor Networks.
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
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

User-Oriented Materialized View Selection.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

Dealing with Query Contention Issue in Real-Time Data Warehouses by Dynamic Multi-level Caches.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007

2006
A Mixed Process Neural Network and its Application to Churn Prediction in Mobile Communications.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006


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