-
1
-
-
84946722304
-
Multi-task cnn model for attribute prediction
-
2015
-
A. H. Abdulnabi, G. Wang, J. Lu, and K. Jia. 2015. Multi-Task CNN Model for Attribute Prediction. IEEE Transactions on Multimedia 17, 11 (2015), 1949-1959.
-
(2015)
IEEE Transactions on Multimedia
, vol.17
, Issue.11
, pp. 1949-1959
-
-
Abdulnabi, A.H.1
Wang, G.2
Lu, J.3
Jia, K.4
-
3
-
-
55149088329
-
Convex multi-task feature learning
-
2008
-
A. Argyriou, T. Evgeniou, and M. Pontil. 2008. Convex Multi-Task Feature Learning. Machine Learning 73, 3 (2008), 243-272.
-
(2008)
Machine Learning
, vol.73
, Issue.3
, pp. 243-272
-
-
Argyriou, A.1
Evgeniou, T.2
Pontil, M.3
-
4
-
-
0346238931
-
Task clustering and gating for Bayesian multitask learning
-
2003
-
B. Bakker and T. Heskes. 2003. Task Clustering and Gating for Bayesian Multitask Learning. Journal of Machine Learning Research 4 (2003), 83-99.
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 83-99
-
-
Bakker, B.1
Heskes, T.2
-
5
-
-
84930627854
-
Exposure to ideologically diverse news and opinion on Facebook
-
2015
-
E. Bakshy, S. Messing, and L. A. Adamic. 2015. Exposure to ideologically diverse news and opinion on Facebook. Science 348, 6239 (2015), 1130-1132.
-
(2015)
Science
, vol.348
, Issue.6239
, pp. 1130-1132
-
-
Bakshy, E.1
Messing, S.2
Adamic, L.A.3
-
13
-
-
1942470793
-
Multitask learning
-
Springer
-
R. Caruana. 1998. Multitask Learning. In Learning to Learn. Springer, 95-133.
-
(1998)
Learning to Learn
, pp. 95-133
-
-
Caruana, R.1
-
18
-
-
84906889459
-
Multi-task Gaussian process models for biomedical applications
-
R. Durichen, M. A. F. Pimentel, L. Clifton, A. Schweikard, and D. A. Clifton. 2014. Multi-task Gaussian process Models for Biomedical Applications. In Proceedings of the 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics. 492-495.
-
(2014)
Proceedings of the 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics
, pp. 492-495
-
-
Durichen, R.1
Pimentel, M.A.F.2
Clifton, L.3
Schweikard, A.4
Clifton, D.A.5
-
21
-
-
84859644209
-
Social media use for news and individuals' social capital, civic engagement and political participation
-
2012
-
H. Gil de Zúñiga, N. Jung, and S. Valenzuela. 2012. Social Media Use for News and Individuals' Social Capital, Civic Engagement and Political Participation. Journal of Computer-Mediated Communication 17, 3 (2012), 319-336.
-
(2012)
Journal of Computer-Mediated Communication
, vol.17
, Issue.3
, pp. 319-336
-
-
De Zúñiga, H.G.1
Jung, N.2
Valenzuela, S.3
-
22
-
-
60549098239
-
Detecting influenza epidemics using search engine query data
-
2009
-
J. Ginsberg, M. H. Mohebbi, R. S. Patel, L. Brammer, M. S. Smolinski, and L. Brilliant. 2009. Detecting Influenza Epidemics using Search Engine Query Data. Nature 457, 7232 (2009), 1012-1014.
-
(2009)
Nature
, vol.457
, Issue.7232
, pp. 1012-1014
-
-
Ginsberg, J.1
Mohebbi, M.H.2
Patel, R.S.3
Brammer, L.4
Smolinski, M.S.5
Brilliant, L.6
-
23
-
-
0003684449
-
-
Springer
-
T. Hastie, R. Tibshirani, and J. Friedman. 2009. The Elements of Statistical Learning Data Mining, Inference, and Prediction, Second Edition. Springer.
-
(2009)
The Elements of Statistical Learning Data Mining, Inference, and Prediction, Second Edition
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
24
-
-
84942484786
-
Ridge regression: Biased estimation for nonorthogonal problems
-
1970
-
A. E. Hoerl and R. W. Kennard. 1970. Ridge Regression: Biased Estimation for Nonorthogonal Problems. Technometrics 12, 1 (1970), 55-67.
-
(1970)
Technometrics
, vol.12
, Issue.1
, pp. 55-67
-
-
Hoerl, A.E.1
Kennard, R.W.2
-
25
-
-
84876061994
-
Private traits and attributes are predictable from digital records of human behavior
-
2013
-
M. Kosinski, D. Stillwell, and T. Graepel. 2013. Private Traits and Attributes are Predictable from Digital Records of Human Behavior. Proceedings of the National Academy of Sciences 110, 15 (2013), 5802-5805.
-
(2013)
Proceedings of the National Academy of Sciences
, vol.110
, Issue.15
, pp. 5802-5805
-
-
Kosinski, M.1
Stillwell, D.2
Graepel, T.3
-
26
-
-
84902602980
-
Experimental evidence of massive-scale emotional contagion through social networks
-
2014
-
A. D. I. Kramer, J. E. Guillory, and J. T. Hancock. 2014. Experimental evidence of massive-scale emotional contagion through social networks. Proceedings of the National Academy of Sciences 111, 24 (2014), 8788-8790.
-
(2014)
Proceedings of the National Academy of Sciences
, vol.111
, Issue.24
, pp. 8788-8790
-
-
Kramer, A.D.I.1
Guillory, J.E.2
Hancock, J.T.3
-
31
-
-
84938513272
-
Advances in nowcasting influenza-like illness rates using search query logs
-
2015 12760
-
V. Lampos, A. C. Miller, S. Crossan, and C. Stefansen. 2015. Advances in nowcasting influenza-like illness rates using search query logs. Scientific Reports 5, 12760 (2015).
-
(2015)
Scientific Reports
, vol.5
-
-
Lampos, V.1
Miller, A.C.2
Crossan, S.3
Stefansen, C.4
-
33
-
-
84939572831
-
Assessing the impact of a health intervention via user-generated internet content
-
2015
-
V. Lampos, E. Yom-Tov, R. Pebody, and I. J. Cox. 2015. Assessing the Impact of a Health Intervention via User-generated Internet Content. Data Mining and Knowledge Discovery 29, 5 (2015), 1434-1457.
-
(2015)
Data Mining and Knowledge Discovery
, vol.29
, Issue.5
, pp. 1434-1457
-
-
Lampos, V.1
Yom-Tov, E.2
Pebody, R.3
Cox, I.J.4
-
39
-
-
84862987158
-
Me and my 400 friends: The anatomy of college students' Facebook networks, their communication patterns, and well-being
-
2012
-
A. M. Manago, T. Taylor, and P. M. Greenfield. 2012. Me and my 400 friends: The anatomy of college students' Facebook networks, their communication patterns, and well-being. Developmental Psychology 48, 2 (2012), 369-380.
-
(2012)
Developmental Psychology
, vol.48
, Issue.2
, pp. 369-380
-
-
Manago, A.M.1
Taylor, T.2
Greenfield, P.M.3
-
40
-
-
84898956512
-
Distributed representations ofwords and phrases and their compositionality
-
T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean. 2013. Distributed Representations of Words and Phrases and Their Compositionality. In Proceedings of Advances in Neural Information Processing Systems 26. 3111-3119.
-
(2013)
Proceedings of Advances in Neural Information Processing Systems
, vol.26
, pp. 3111-3119
-
-
Mikolov, T.1
Sutskever, I.2
Chen, K.3
Corrado, G.S.4
Dean, J.5
-
43
-
-
55849100040
-
Using internet searches for influenza surveillance
-
2008
-
P. M. Polgreen, Y. Chen, D. M. Pennock, F. D. Nelson, and R. A. Weinstein. 2008. Using Internet Searches for Influenza Surveillance. Clinical Infectious Diseases 47, 11 (2008), 1443-1448.
-
(2008)
Clinical Infectious Diseases
, vol.47
, Issue.11
, pp. 1443-1448
-
-
Polgreen, P.M.1
Chen, Y.2
Pennock, D.M.3
Nelson, F.D.4
Weinstein, R.A.5
-
46
-
-
84884541833
-
Personality, gender, and age in the language of social media: The open-vocabulary approach
-
2013
-
H. A. Schwartz et al. 2013. Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach. PLoS ONE 8, 9 (2013), e73791.
-
(2013)
PLoS ONE
, vol.8
, Issue.9
, pp. e73791
-
-
Schwartz, H.A.1
-
48
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
1996
-
R. Tibshirani. 1996. Regression Shrinkage and Selection via the Lasso. Journal of the Royal Statistical Society 58, 1 (1996), 267-288.
-
(1996)
Journal of the Royal Statistical Society
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
50
-
-
85038945569
-
Estimating the population impact of a new pediatric influenza vaccination program in England using social media content
-
2017
-
M. Wagner, V. Lampos, E. Yom-Tov, R. Pebody, and I. J. Cox. 2017. Estimating the Population Impact of a New Pediatric Influenza Vaccination Program in England Using Social Media Content. Journal of Medical Internet Research 19, 12 (2017), e416.
-
(2017)
Journal of Medical Internet Research
, vol.19
, Issue.12
, pp. e416
-
-
Wagner, M.1
Lampos, V.2
Yom-Tov, E.3
Pebody, R.4
Cox, I.J.5
-
51
-
-
84954161664
-
Deep model based transfer and multi-task learning for biological image analysis
-
W. Zhang, R. Li, T. Zeng, Q. Sun, S. Kumar, J. Ye, and S. Ji. 2015. Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis. In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 1475-1484.
-
(2015)
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 1475-1484
-
-
Zhang, W.1
Li, R.2
Zeng, T.3
Sun, Q.4
Kumar, S.5
Ye, J.6
Ji, S.7
-
53
-
-
84954148765
-
Multi-task learning for spatio-temporal event forecasting
-
L. Zhao, Q. Sun, J. Ye, F. Chen, C.-T. Lu, and N. Ramakrishnan. 2015. Multi-Task Learning for Spatio-Temporal Event Forecasting. In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 1503-1512.
-
(2015)
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 1503-1512
-
-
Zhao, L.1
Sun, Q.2
Ye, J.3
Chen, F.4
Lu, C.-T.5
Ramakrishnan, N.6
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