Guojie Song
Guojie Song
Associate Professor of Peking University
Verifierad e-postadress på pku.edu.cn - Startsida
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Deep architecture for traffic flow prediction: deep belief networks with multitask learning
W Huang, G Song, H Hong, K Xie
IEEE Transactions on Intelligent Transportation Systems(T-ITS) 15 (5), 2191-2201, 2014
6272014
Community-based greedy algorithm for mining top-k influential nodes in mobile social networks
Y Wang, G Cong, G Song, K Xie
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
5242010
Influence blocking maximization in social networks under the competitive linear threshold model
X He, G Song, W Chen, Q Jiang
Proceedings of the 2012 siam international conference on data mining (SDM …, 2012
3062012
Simulated annealing based influence maximization in social networks
Q Jiang, G Song, C Gao, Y Wang, W Si, K Xie
Twenty-fifth AAAI conference on artificial intelligence(AAAI), 2011
1832011
Influence maximization on large-scale mobile social network: a divide-and-conquer method
G Song, X Zhou, Y Wang, K Xie
IEEE Transactions on Parallel and Distributed Systems(TPDS) 26 (5), 1379-1392, 2014
872014
Dynamic Network Embedding: An Extended Approach for Skip-gram based Network Embedding.
L Du, Y Wang, G Song, Z Lu, J Wang
IJCAI, 2086-2092, 2018
812018
Deep air learning: Interpolation, prediction, and feature analysis of fine-grained air quality
Z Qi, T Wang, G Song, W Hu, X Li, Z Zhang
IEEE Transactions on Knowledge and Data Engineering(TKDE) 30 (12), 2285-2297, 2018
802018
An experimental study of large-scale mobile social network
ZB Dong, GJ Song, KQ Xie, JY Wang
Proceedings of the 18th international conference on World Wide Web(WWW …, 2009
642009
A deep spatial-temporal ensemble model for air quality prediction
J Wang, G Song
Neurocomputing 314, 198-206, 2018
472018
An on-road wireless sensor network approach for urban traffic state monitoring
M Shuai, K Xie, X Ma, G Song
2008 11th International IEEE Conference on Intelligent Transportation …, 2008
472008
Influential node tracking on dynamic social network: An interchange greedy approach
G Song, Y Li, X Chen, X He, J Tang
IEEE Transactions on Knowledge and Data Engineering(TKDE) 29 (2), 359-372, 2016
412016
A mixed process neural network and its application to churn prediction in mobile communications
G Song, D Yang, L Wu, T Wang, S Tang
Sixth IEEE International Conference on Data Mining-Workshops (ICDMW'06), 798-802, 2006
342006
Efficient skyline computation in structured peer-to-peer systems
B Cui, L Chen, L Xu, H Lu, G Song, Q Xu
IEEE transactions on knowledge and data engineering(TKDE) 21 (7), 1059-1072, 2008
332008
A kalman filter based approach for outlier detection in sensor networks
M Shuai, K Xie, G Chen, X Ma, G Song
2008 International Conference on Computer Science and Software Engineering 4 …, 2008
322008
Mego2vec: Embedding matched ego networks for user alignment across social networks
J Zhang, B Chen, X Wang, H Chen, C Li, F Jin, G Song, Y Zhang
Proceedings of the 27th ACM International Conference on Information and …, 2018
312018
Deep architecture for traffic flow prediction
W Huang, H Hong, M Li, W Hu, G Song, K Xie
International conference on advanced data mining and applications(ADMA), 165-176, 2013
312013
A fast and efficient algorithm for mining top-k nodes in complex networks
D Liu, Y Jing, J Zhao, W Wang, G Song
Scientific Reports 7, 43330, 2017
262017
Anchor points seeking of large urban crowd based on the mobile billing data
W Huang, Z Dong, N Zhao, H Tian, G Song, G Chen, Y Jiang, K Xie
International Conference on Advanced Data Mining and Applications, 346-357, 2010
232010
Structinf: Mining structural influence from social streams.
J Zhang, J Tang, Y Zhong, Y Mo, J Li, G Song, W Hall, J Sun
AAAI, 73-80, 2017
222017
Encoding tree sparsity in multi-task learning: A probabilistic framework.
L Han, Y Zhang, G Song, K Xie
AAAI, 1854-1860, 2014
222014
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Artiklar 1–20