-
1
-
-
56449120785
-
Bolasso: model consistent lasso estimation through the bootstrap. In: Proceedings of the 25th International Conference on Machine Learning
-
Bach FR (2008) Bolasso: model consistent lasso estimation through the bootstrap. In: Proceedings of the 25th International Conference on Machine Learning, pp 33–40
-
(2008)
Pp 33–40
-
-
Bach, F.R.1
-
2
-
-
84859866302
-
Health and economic impact of the seasonal influenza vaccination programme in England
-
Baguelin M, Jit M, Miller E, Edmunds WJ (2012) Health and economic impact of the seasonal influenza vaccination programme in England. Vaccine 30(23):3459–3462
-
(2012)
Vaccine
, vol.30
, Issue.23
, pp. 3459-3462
-
-
Baguelin, M.1
Jit, M.2
Miller, E.3
Edmunds, W.J.4
-
3
-
-
0033591287
-
Emerging infectious diseases: public health issues for the 21st Century
-
Binder S, Levitt AM, Sacks JJ, Hughes JM (1999) Emerging infectious diseases: public health issues for the 21st Century. Science 284(5418):1311–1313
-
(1999)
Science
, vol.284
, Issue.5418
, pp. 1311-1313
-
-
Binder, S.1
Levitt, A.M.2
Sacks, J.J.3
Hughes, J.M.4
-
4
-
-
0034456021
-
Predicting influenza infections during epidemics with use of a clinical case definition
-
Boivin G, Hardy I, Tellier G, Maziade J (2000) Predicting influenza infections during epidemics with use of a clinical case definition. Clin Infect Dis 31(5):1166–1169
-
(2000)
Clin Infect Dis
, vol.31
, Issue.5
, pp. 1166-1169
-
-
Boivin, G.1
Hardy, I.2
Tellier, G.3
Maziade, J.4
-
5
-
-
79953102821
-
Twitter mood predicts the stock market
-
Bollen J, Mao H, Zeng X (2011) Twitter mood predicts the stock market. J Comput Sci 2(1):1–8
-
(2011)
J Comput Sci
, vol.2
, Issue.1
, pp. 1-8
-
-
Bollen, J.1
Mao, H.2
Zeng, X.3
-
6
-
-
79958156009
-
Challenges of global surveillance during an influenza pandemic
-
Briand S, Mounts A, Chamberland M (2011) Challenges of global surveillance during an influenza pandemic. Public Health 125(5):247–256
-
(2011)
Public Health
, vol.125
, Issue.5
, pp. 247-256
-
-
Briand, S.1
Mounts, A.2
Chamberland, M.3
-
7
-
-
78649725192
-
Pandemics in the age of Twitter: content analysis of tweets during the 2009 H1N1 outbreak
-
Chew C, Eysenbach G (2010) Pandemics in the age of Twitter: content analysis of tweets during the 2009 H1N1 outbreak. PLoS ONE 5(11):e14118
-
(2010)
PLoS ONE
, vol.5
, Issue.11
, pp. 14118
-
-
Chew, C.1
Eysenbach, G.2
-
8
-
-
0034680096
-
Changing patterns of infectious disease
-
Cohen ML (2000) Changing patterns of infectious disease. Nature 406(6797):762–767
-
(2000)
Nature
, vol.406
, Issue.6797
, pp. 762-767
-
-
Cohen, M.L.1
-
9
-
-
84905714139
-
Modelling annotator bias with multi-task gaussian processes: an application to machine translation quality estimation. In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics
-
Cohn T, Specia L (2013) Modelling annotator bias with multi-task gaussian processes: an application to machine translation quality estimation. In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pp 32–42
-
(2013)
Pp 32–42
-
-
Cohn, T.1
Specia, L.2
-
10
-
-
84939564870
-
Gaussian processes for natural language processing. In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: Tutorials
-
Cohn T, Preoţiuc-Pietro D, Lawrence N (2014) Gaussian processes for natural language processing. In: Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: Tutorials, pp 1–3
-
(2014)
Pp 1–3
-
-
Cohn, T.1
Preoţiuc-Pietro, D.2
Lawrence, N.3
-
11
-
-
80051831902
-
Assessing Google flu trends performance in the United States during the 2009 influenza virus A (H1N1) pandemic
-
Cook S, Conrad C, Fowlkes AL, Mohebbi MH (2011) Assessing Google flu trends performance in the United States during the 2009 influenza virus A (H1N1) pandemic. PLoS ONE 6(8):e23610
-
(2011)
PLoS ONE
, vol.6
, Issue.8
, pp. 23610
-
-
Cook, S.1
Conrad, C.2
Fowlkes, A.L.3
Mohebbi, M.H.4
-
13
-
-
79956040653
-
Towards detecting influenza epidemics by analyzing twitter messages. In: Proceedings of the 1st Workshop on Social Media Analytics
-
Culotta A (2010) Towards detecting influenza epidemics by analyzing twitter messages. In: Proceedings of the 1st Workshop on Social Media Analytics, pp 115–122
-
(2010)
Pp 115–122
-
-
Culotta, A.1
-
14
-
-
84874751668
-
Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages
-
Culotta A (2013) Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages. Lang Resour Eval 47(1):217–238
-
(2013)
Lang Resour Eval
, vol.47
, Issue.1
, pp. 217-238
-
-
Culotta, A.1
-
17
-
-
3242708140
-
Least angle regression
-
Efron B, Hastie T, Johnstone I, Tibshirani R (2004) Least angle regression. Ann Stat 32(2):407–499
-
(2004)
Ann Stat
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
18
-
-
34748880596
-
Infodemiology: tracking flu-related searches on the web for syndromic surveillance. In: AMIA Annual Symposium Proceedings
-
Eysenbach G (2006) Infodemiology: tracking flu-related searches on the web for syndromic surveillance. In: AMIA Annual Symposium Proceedings, pp 244–248
-
(2006)
Pp 244–248
-
-
Eysenbach, G.1
-
19
-
-
60549098239
-
Detecting influenza epidemics using search engine query data
-
Ginsberg J, Mohebbi MH, Patel RS, Brammer L, Smolinski MS, Brilliant L (2009) Detecting influenza epidemics using search engine query data. Nature 457(7232):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
-
21
-
-
84901829676
-
Comparative community burden and severity of seasonal and pandemic influenza: results of the Flu Watch cohort study
-
Hayward AC, Fragaszy EB, Bermingham A, Wang L, Copas A, Edmunds WJ et al (2014) Comparative community burden and severity of seasonal and pandemic influenza: results of the Flu Watch cohort study. Lancet Respir Med 2(6):445–454
-
(2014)
Lancet Respir Med
, vol.2
, Issue.6
, pp. 445-454
-
-
Hayward, A.C.1
Fragaszy, E.B.2
Bermingham, A.3
Wang, L.4
Copas, A.5
Edmunds, W.J.6
-
22
-
-
84942484786
-
Ridge regression: biased estimation for nonorthogonal problems
-
Hoerl AE, Kennard RW (1970) Ridge regression: biased estimation for nonorthogonal problems. Technometrics 12:55–67
-
(1970)
Technometrics
, vol.12
, pp. 55-67
-
-
Hoerl, A.E.1
Kennard, R.W.2
-
24
-
-
39749135587
-
Global trends in emerging infectious diseases
-
Jones KE, Patel NG, Levy MA, Storeygard A, Balk D et al (2008) Global trends in emerging infectious diseases. Nature 451(7181):990–993
-
(2008)
Nature
, vol.451
, Issue.7181
, pp. 990-993
-
-
Jones, K.E.1
Patel, N.G.2
Levy, M.A.3
Storeygard, A.4
Balk, D.5
-
25
-
-
84923276281
-
Separating fact from fear: tracking flu infections on Twitter. In: Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics—Human Language Technologies
-
Lamb A, Paul MJ, Dredze M (2013) Separating fact from fear: tracking flu infections on Twitter. In: Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics—Human Language Technologies, pp 789–795
-
(2013)
Pp 789–795
-
-
Lamb, A.1
Paul, M.J.2
Dredze, M.3
-
26
-
-
70349088478
-
-
Lambert D, Pregibon D (2008) online effects of offline ads. In: Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising, pp 10–17
-
Lambert D, Pregibon D (2008) online effects of offline ads. In: Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising, pp 10–17
-
-
-
-
27
-
-
84893294368
-
Detecting events and patterns in large-scale user generated textual streams with statistical learning methods. Ph.D
-
University of Bristol, Bristol
-
Lampos V (2012) Detecting events and patterns in large-scale user generated textual streams with statistical learning methods. Ph.D. Thesis, University of Bristol, Bristol
-
(2012)
Thesis
-
-
Lampos, V.1
-
28
-
-
78349278107
-
Tracking the flu pandemic by monitoring the Social Web. In: Proceedings of the 2nd International Workshop on Cognitive Information Processing
-
Lampos V, Cristianini N (2010) Tracking the flu pandemic by monitoring the Social Web. In: Proceedings of the 2nd International Workshop on Cognitive Information Processing, pp 411–416
-
(2010)
Pp 411–416
-
-
Lampos, V.1
Cristianini, N.2
-
29
-
-
84867410703
-
Nowcasting events from the social web with statistical learning
-
Lampos V, Cristianini N (2012) Nowcasting events from the social web with statistical learning. ACM Trans Intell Syst Technol 3(4):72:1–72:22
-
(2012)
ACM Trans Intell Syst Technol
, vol.3
, Issue.4
, pp. 1-22
-
-
Lampos, V.1
Cristianini, N.2
-
30
-
-
77958047753
-
Flu detector: tracking epidemics on Twitter. In: Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases
-
Lampos V, De Bie T, Cristianini N (2010) Flu detector: tracking epidemics on Twitter. In: Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, pp 599–602
-
(2010)
Pp 599–602
-
-
Lampos, V.1
De Bie, T.2
Cristianini, N.3
-
31
-
-
84907317085
-
A user-centric model of voting intention from Social Media. In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics
-
Lampos V, Preoţiuc-Pietro D, Cohn T (2013) A user-centric model of voting intention from Social Media. In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pp 993–1003
-
(2013)
Pp 993–1003
-
-
Lampos, V.1
Preoţiuc-Pietro, D.2
Cohn, T.3
-
32
-
-
84905674831
-
Predicting and Characterising User Impact on Twitter. In: Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics
-
Lampos V, Aletras N, Preoţiuc-Pietro D, Cohn T (2014) Predicting and Characterising User Impact on Twitter. In: Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, pp 405–413
-
(2014)
Pp 405–413
-
-
Lampos, V.1
Aletras, N.2
Preoţiuc-Pietro, D.3
Cohn, T.4
-
33
-
-
84896056107
-
The parable of Google flu: traps in big data analysis
-
Lazer D, Kennedy R, King G, Vespignani A (2014) The parable of Google flu: traps in big data analysis. Science 343(6176):1203–1205
-
(2014)
Science
, vol.343
, Issue.6176
, pp. 1203-1205
-
-
Lazer, D.1
Kennedy, R.2
King, G.3
Vespignani, A.4
-
34
-
-
84878996922
-
Mapping the global Twitter heartbeat: the geography of Twitter
-
Leetaru K, Wang S, Cao G, Padmanabhan A, Shook E (2013) Mapping the global Twitter heartbeat: the geography of Twitter. First Monday 18(5). doi:10.5210/fm.v18i5.4366
-
(2013)
First Monday
, vol.18
, Issue.5
-
-
Leetaru, K.1
Wang, S.2
Cao, G.3
Padmanabhan, A.4
Shook, E.5
-
36
-
-
84907019176
-
FUNNEL: Automatic Mining of Spatially Coevolving Epidemics. In: Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
-
Matsubara Y, Sakurai Y, van Panhuis WG, Faloutsos C (2014) FUNNEL: Automatic Mining of Spatially Coevolving Epidemics. In: Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp 105–114
-
(2014)
Pp 105–114
-
-
Matsubara, Y.1
Sakurai, Y.2
van Panhuis, W.G.3
Faloutsos, C.4
-
37
-
-
84892509071
-
Internet-based surveillance systems for monitoring emerging infectious diseases
-
Milinovich GJ, Williams GM, Clements ACA, Hu W (2014) Internet-based surveillance systems for monitoring emerging infectious diseases. Lancet Infect Dis 14(2):160–168
-
(2014)
Lancet Infect Dis
, vol.14
, Issue.2
, pp. 160-168
-
-
Milinovich, G.J.1
Williams, G.M.2
Clements, A.C.A.3
Hu, W.4
-
38
-
-
84939571272
-
Factorized point process intensities: a spatial analysis of professional basketball. In: Proceedings of the 31th International Conference on Machine Learning
-
Miller A, Bornn L, Adams R, Goldsberry K (2014) Factorized point process intensities: a spatial analysis of professional basketball. In: Proceedings of the 31th International Conference on Machine Learning, pp 235–243
-
(2014)
Pp 235–243
-
-
Miller, A.1
Bornn, L.2
Adams, R.3
Goldsberry, K.4
-
39
-
-
0034722740
-
Clinical signs and symptoms predicting influenza infection
-
Monto A, Gravenstein S, Elliott M, Colopy M, Schweinle J (2000) Clinical signs and symptoms predicting influenza infection. Arch Intern Med 160(21):3243–3247
-
(2000)
Arch Intern Med
, vol.160
, Issue.21
, pp. 3243-3247
-
-
Monto, A.1
Gravenstein, S.2
Elliott, M.3
Colopy, M.4
Schweinle, J.5
-
40
-
-
3142654211
-
The challenge of emerging and re-emerging infectious diseases
-
Morens DM, Folkers GK, Fauci AS (2004) The challenge of emerging and re-emerging infectious diseases. Nature 430(6996):242–249
-
(2004)
Nature
, vol.430
, Issue.6996
, pp. 242-249
-
-
Morens, D.M.1
Folkers, G.K.2
Fauci, A.S.3
-
41
-
-
84890614558
-
From Tweets to polls: linking text sentiment to public opinion time series. In: Proceedings of the 4th International AAAI Conference on Weblogs and Social Media
-
O’Connor B, Balasubramanyan R, Routledge BR, Smith NA (2010) From Tweets to polls: linking text sentiment to public opinion time series. In: Proceedings of the 4th International AAAI Conference on Weblogs and Social Media, pp 122–129
-
(2010)
Pp 122–129
-
-
O’Connor, B.1
Balasubramanyan, R.2
Routledge, B.R.3
Smith, N.A.4
-
42
-
-
84939562198
-
-
Internet Access—Households and Individuals: Technical Report
-
Office for National Statistics, Great Britain (2013) Internet Access—Households and Individuals 2013. Technical Report
-
(2013)
Great Britain
, vol.2013
-
-
-
43
-
-
84939573069
-
-
Annual Mid-year Population Estimates, Technical Report
-
Office for National Statistics, Great Britain (2014a) Annual Mid-year Population Estimates. Technical Report
-
(2014)
Great Britain
-
-
-
44
-
-
84939573069
-
-
Internet Access—Households and Individuals: Technical Report
-
Office for National Statistics, Great Britain (2014) Internet Access—Households and Individuals 2014. Technical Report
-
(2014)
Great Britain
, vol.2014
-
-
-
45
-
-
84884905426
-
Health status, health insurance, and medical services utilization: 2010
-
O’Hara B, Caswell K (2012) Health status, health insurance, and medical services utilization: 2010. Curr Popul Rep 2012:70–133
-
(2012)
Curr Popul Rep
, vol.2012
, pp. 70-133
-
-
O’Hara, B.1
Caswell, K.2
-
46
-
-
0025620076
-
Kriging: a method of interpolation for geographical information systems
-
Oliver MA, Webster R (1990) Kriging: a method of interpolation for geographical information systems. Int J Geogr Inf Syst 4(3):313–332
-
(1990)
Int J Geogr Inf Syst
, vol.4
, Issue.3
, pp. 313-332
-
-
Oliver, M.A.1
Webster, R.2
-
47
-
-
84887293587
-
Reassessing Google flu trends data for detection of seasonal and pandemic influenza: a comparative epidemiological study at three geographic scales
-
Olson DR, Konty KJ, Paladini M, Viboud C, Simonsen L (2013) Reassessing Google flu trends data for detection of seasonal and pandemic influenza: a comparative epidemiological study at three geographic scales. PLoS Comput Biol 9(10):e1003256
-
(2013)
PLoS Comput Biol
, vol.9
, Issue.10
, pp. 1003256
-
-
Olson, D.R.1
Konty, K.J.2
Paladini, M.3
Viboud, C.4
Simonsen, L.5
-
48
-
-
84155162558
-
Efficacy and effectiveness of influenza vaccines: a systematic review and meta-analysis
-
Osterholm MT, Kelley NS, Sommer A, Belongia EA (2012) Efficacy and effectiveness of influenza vaccines: a systematic review and meta-analysis. Lancet Infect Dis 12(1):36–44
-
(2012)
Lancet Infect Dis
, vol.12
, Issue.1
, pp. 36-44
-
-
Osterholm, M.T.1
Kelley, N.S.2
Sommer, A.3
Belongia, E.A.4
-
49
-
-
84928205991
-
Discovering health topics in social media using topic models
-
Paul MJ, Dredze M (2014) Discovering health topics in social media using topic models. PLoS ONE 9(8):e103408
-
(2014)
PLoS ONE
, vol.9
, Issue.8
, pp. 103408
-
-
Paul, M.J.1
Dredze, M.2
-
50
-
-
84901990053
-
Uptake and impact of a new live attenuated influenza vaccine programme in England: early results of a pilot in primary school-age children, 2013/14 influenza season
-
Pebody RG, Green HK, Andrews N, Zhao H, Boddington N et al (2014) Uptake and impact of a new live attenuated influenza vaccine programme in England: early results of a pilot in primary school-age children, 2013/14 influenza season. Euro Surveill 19(22):20823
-
(2014)
Euro Surveill
, vol.19
, Issue.22
, pp. 20823
-
-
Pebody, R.G.1
Green, H.K.2
Andrews, N.3
Zhao, H.4
Boddington, N.5
-
51
-
-
84884570455
-
Influenza transmission in a Cohort of households with children: 2010–2011
-
Petrie JG, Ohmit SE, Cowling BJ, Johnson E, Cross RT et al (2013) Influenza transmission in a Cohort of households with children: 2010–2011. PLoS ONE 8(9):e75339
-
(2013)
PLoS ONE
, vol.8
, Issue.9
, pp. 75339
-
-
Petrie, J.G.1
Ohmit, S.E.2
Cowling, B.J.3
Johnson, E.4
Cross, R.T.5
-
52
-
-
55849100040
-
Using internet searches for influenza surveillance
-
Polgreen PM, Chen Y, Pennock DM, Nelson FD, Weinstein RA (2008) Using internet searches for influenza surveillance. Clin Infect Dis 47(11):1443–1448
-
(2008)
Clin Infect Dis
, 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
-
54
-
-
84859005393
-
Changes in severity of 2009 pandemic A/H1N1 influenza in England: a Bayesian evidence synthesis
-
Presanis AM, Pebody RG, Paterson BJ, Tom BDM, Birrell PJ et al (2011) Changes in severity of 2009 pandemic A/H1N1 influenza in England: a Bayesian evidence synthesis. BMJ 343:d5408
-
(2011)
BMJ
, vol.343
, pp. 5408
-
-
Presanis, A.M.1
Pebody, R.G.2
Paterson, B.J.3
Tom, B.D.M.4
Birrell, P.J.5
-
55
-
-
79551489429
-
Gaussian processes for machine learning (GPML) toolbox
-
Rasmussen CE, Nickisch H (2010) Gaussian processes for machine learning (GPML) toolbox. J Mach Learn Res 11:3011–3015
-
(2010)
J Mach Learn Res
, vol.11
, pp. 3011-3015
-
-
Rasmussen, C.E.1
Nickisch, H.2
-
57
-
-
73949098473
-
Estimates of the prevalence of pandemic (H1N1)
-
Reed C, Angulo FJ, Swerdlow DL, Lipsitch M, Meltzer MI, Jernigan D, Finelli L (2009) Estimates of the prevalence of pandemic (H1N1) 2009. Emerg Infect Dis. doi:10.3201/eid1512.091413
-
(2009)
Emerg Infect Dis
-
-
Reed, C.1
Angulo, F.J.2
Swerdlow, D.L.3
Lipsitch, M.4
Meltzer, M.I.5
Jernigan, D.6
-
58
-
-
79955757514
-
The use of twitter to track levels of disease activity and public concern in the U.S. during the influenza A H1N1 pandemic
-
Signorini A, Segre AM, Polgreen PM (2011) The use of twitter to track levels of disease activity and public concern in the U.S. during the influenza A H1N1 pandemic. PLoS ONE 6(5):e19467
-
(2011)
PLoS ONE
, vol.6
, Issue.5
, pp. 19467
-
-
Signorini, A.1
Segre, A.M.2
Polgreen, P.M.3
-
59
-
-
3142682239
-
Mapping the antigenic and genetic evolution of influenza virus
-
Smith DJ, Lapedes AS, de Jong JC, Bestebroer TM, Rimmelzwaan GF et al (2004) Mapping the antigenic and genetic evolution of influenza virus. Science 305(5682):371–376
-
(2004)
Science
, vol.305
, Issue.5682
, pp. 371-376
-
-
Smith, D.J.1
Lapedes, A.S.2
de Jong, J.C.3
Bestebroer, T.M.4
Rimmelzwaan, G.F.5
-
60
-
-
67649538978
-
Origins and evolutionary genomics of the 2009 swine-origin H1N1 influenza A epidemic
-
Smith GJD, Vijaykrishna D, Bahl J, Lycett SJ, Worobey M et al (2009) Origins and evolutionary genomics of the 2009 swine-origin H1N1 influenza A epidemic. Nature 459:1122–1125
-
(2009)
Nature
, vol.459
, pp. 1122-1125
-
-
Smith, G.J.D.1
Vijaykrishna, D.2
Bahl, J.3
Lycett, S.J.4
Worobey, M.5
-
61
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
Tibshirani R (1996) Regression shrinkage and selection via the lasso. J R Stat Soc B 58(1):267–288
-
(1996)
J R Stat Soc B
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
62
-
-
33845263263
-
On model selection consistency of lasso
-
Zhao P, Yu B (2006) On model selection consistency of lasso. J Mach Learn Res 7:2541–2563
-
(2006)
J Mach Learn Res
, vol.7
, pp. 2541-2563
-
-
Zhao, P.1
Yu, B.2
-
63
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
Zou H, Hastie T (2005) Regularization and variable selection via the elastic net. J R Stat Soc B 67(2):301–320
-
(2005)
J R Stat Soc B
, vol.67
, Issue.2
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
|