Feature Constrained Multi-Task Learning Models for Spatiotemporal Event Forecasting
暂无分享,去创建一个
Jieping Ye | Liang Zhao | Chang-Tien Lu | Naren Ramakrishnan | Qian Sun | Feng Chen | Jieping Ye | Chang-Tien Lu | Naren Ramakrishnan | F. Chen | Qian Sun | Liang Zhao
[1] Sebastian Thrun,et al. Lifelong Learning Algorithms , 1998, Learning to Learn.
[2] Liang Zhao,et al. Dynamic theme tracking in Twitter , 2015, 2015 IEEE International Conference on Big Data (Big Data).
[3] M. Osborne,et al. Using Prediction Markets and Twitter to Predict a Swine Flu Pandemic , 2009 .
[4] Xiaofeng Wang,et al. Automatic Crime Prediction Using Events Extracted from Twitter Posts , 2012, SBP.
[5] Jieping Ye,et al. An accelerated gradient method for trace norm minimization , 2009, ICML '09.
[6] Liang Zhao,et al. Spatiotemporal Event Forecasting in Social Media , 2015, SDM.
[7] Alberto Maria Segre,et al. The Use of Twitter to Track Levels of Disease Activity and Public Concern in the U.S. during the Influenza A H1N1 Pandemic , 2011, PloS one.
[8] Michael J. Paul,et al. Carmen: A Twitter Geolocation System with Applications to Public Health , 2013 .
[9] Massimiliano Pontil,et al. Multi-Task Feature Learning , 2006, NIPS.
[10] Wei Chen,et al. Diffusion of “Following” Links in Microblogging Networks , 2015, IEEE Transactions on Knowledge and Data Engineering.
[11] Jieping Ye,et al. Learning incoherent sparse and low-rank patterns from multiple tasks , 2010 .
[12] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[13] Jieping Ye,et al. A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems , 2013, ICML.
[14] Yang Li,et al. Interpreting the Public Sentiment Variations on Twitter , 2014, IEEE Transactions on Knowledge and Data Engineering.
[15] Brendan T. O'Connor,et al. From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series , 2010, ICWSM.
[16] Liang Zhao,et al. SimNest: Social Media Nested Epidemic Simulation via Online Semi-Supervised Deep Learning , 2015, 2015 IEEE International Conference on Data Mining.
[17] Rich Caruana,et al. Multitask Learning , 1998, Encyclopedia of Machine Learning and Data Mining.
[18] Sebastian Thrun,et al. Clustering Learning Tasks and the Selective Cross-Task Transfer of Knowledge , 1998, Learning to Learn.
[19] Benyuan Liu,et al. Predicting Flu Trends using Twitter data , 2011, 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
[20] Jieping Ye,et al. Simultaneous feature and feature group selection through hard thresholding , 2014, KDD.
[21] Yutaka Matsuo,et al. Earthquake shakes Twitter users: real-time event detection by social sensors , 2010, WWW '10.
[22] Massimiliano Pontil,et al. Regularized multi--task learning , 2004, KDD.
[23] Johan Bollen,et al. Twitter mood predicts the stock market , 2010, J. Comput. Sci..
[24] Tong Zhang,et al. A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , 2005, J. Mach. Learn. Res..
[25] Francis R. Bach,et al. A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization , 2008, J. Mach. Learn. Res..
[26] Jieping Ye,et al. Learning Incoherent Sparse and Low-Rank Patterns from Multiple Tasks , 2010, TKDD.
[27] Chang-Tien Lu,et al. Unsupervised Spatial Event Detection in Targeted Domains with Applications to Civil Unrest Modeling , 2014, PloS one.
[28] P. Cochat,et al. Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.
[29] Mudhakar Srivatsa,et al. Fine-Grained Knowledge Sharing in Collaborative Environments , 2015, IEEE Transactions on Knowledge and Data Engineering.
[30] Charu C. Aggarwal,et al. Event Detection in Social Streams , 2012, SDM.
[31] T. Blumensath,et al. Iterative Thresholding for Sparse Approximations , 2008 .
[32] Bu-Sung Lee,et al. Event Detection in Twitter , 2011, ICWSM.
[33] Dimitrios Gunopulos,et al. On The Spatiotemporal Burstiness of Terms , 2012, Proc. VLDB Endow..
[34] Marc Teboulle,et al. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems , 2009, SIAM J. Imaging Sci..
[35] Aravind Srinivasan,et al. 'Beating the news' with EMBERS: forecasting civil unrest using open source indicators , 2014, KDD.
[36] Mike E. Davies,et al. Iterative Hard Thresholding for Compressed Sensing , 2008, ArXiv.