Skip to content Skip to navigation

2017

Lampos, Vasileios, Zou, Bin and Cox, Ingemar J. (2017)
Enhancing feature selection using word embeddings: The case of flu surveillance
Proceedings of the 26th International World Wide Web Conference (WWW '17), pp. 695-704
doi:10.1145/3038912.3052622
Zou, Bin, Lampos, Vasileios, Liang, Shangsong, Ren, Zhaochun, Yilmaz, Emine and Cox, Ingemar J. (2017)
A Concept Language Model for Ad-hoc Retrieval
Proceedings of the 26th International World Wide Web Conference (Companion) (WWW '17), pp. 885-886
doi:10.1145/3041021.3054209
Collier, Nigel, Limsopatham, Nut, Culotta, Aron, Conway, Mike, Cox, Ingemar J. and Lampos, Vasileios (2017)
WSDM 2017 Workshop on Mining Online Health Reports
Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM '17), pp. 825-826
doi:10.1145/3018661.3022761
Wagner, Moritz, Lampos, Vasileios, Yom-Tov, Elad, Pebody, Richard and Cox, Ingemar J. (2017)
Using Social Media Content to Assess the Population Impact of a New Paediatric Influenza Vaccination Programme in England
Journal of Medical Internet Research (In Press)

2016

Aletras, Nikolaos, Tsarapatsanis, Dimitrios, Preoțiuc-Pietro, Daniel and Lampos, Vasileios (2016)
Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective
PeerJ Computer Science 2, e93
doi:10.7717/peerj-cs.93
Lampos, Vasileios, Aletras, Nikolaos, Geyti, Jens K., Zou, Bin and Cox, Ingemar J. (2016)
Inferring the Socioeconomic Status of Social Media Users based on Behaviour and Language
Proceedings of the 38th European Conference on Information Retrieval (ECIR '16), pp. 689-695
doi:10.1007/978-3-319-30671-1_54
Zou, Bin, Lampos, Vasileios, Gorton, Russell and Cox, Ingemar J. (2016)
On Infectious Intestinal Disease Surveillance using Social Media Content
Proceedings of the 6th International Conference on Digital Health (DH '16), pp. 157-161
doi:10.1145/2896338.2896372

2015

Preoțiuc-Pietro, Daniel, Volkova, Svitlana, Lampos, Vasileios, Bachrach, Yoram and Aletras, Nikolaos (2015)
Studying User Income through Language, Behaviour and Affect in Social Media
PLoS ONE 10(9), e0138717
doi:10.1371/journal.pone.0138717
Lampos, Vasileios, Yom-Tov, Elad, Pebody, Richard and Cox, Ingemar J. (2015)
Assessing the impact of a health intervention via user-generated Internet content
Data Mining and Knowledge Discovery 29(5), pp. 1434-1457
doi:10.1007/s10618-015-0427-9
Yom-Tov, Elad, Cox, Ingemar J., Lampos, Vasileios and Hayward, Andrew C. (2015)
Estimating the Secondary Attack Rate and Serial Interval of Influenza-Like Illnesses using Social Media
Influenza and Other Respiratory Viruses 9(4), pp. 191-199
doi:10.1111/irv.12321
Lampos, Vasileios, Miller, Andrew C., Crossan, Steve and Stefansen, Christian (2015)
Advances in nowcasting influenza-like illness rates using search query logs
Scientific Reports 5(12760)
doi:10.1038/srep12760
Preoțiuc-Pietro, Daniel, Lampos, Vasileios and Aletras, Nikolaos (2015)
An analysis of the user occupational class through Twitter content
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics (ACL '15), pp. 1754-1764
Yom-Tov, Elad, Cox, Ingemar Johansson and Lampos, Vasileios (2015)
Learning About Health and Medicine from Internet Data
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining (WSDM '15), pp. 417-418
doi:10.1145/2684822.2697042

2014

Lampos, Vasileios, Aletras, Nikolaos, Preoțiuc-Pietro, Daniel and Cohn, Trevor (2014)
Predicting and Characterising User Impact on Twitter
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL '14), pp. 405-413
Lampos, Vasileios, Preoțiuc-Pietro, Daniel, Samangooei, Sina, Gelling, Douwe and Cohn, Trevor (2014)
Extracting Socioeconomic Patterns from the News: Modelling Text and Outlet Importance Jointly
Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science, pp. 13-17
Bentley, Alexander R., Acerbi, Alberto, Ormerod, Paul and Lampos, Vasileios (2014)
Books Average Previous Decade of Economic Misery
PLoS ONE 9(1), e83147
doi:10.1371/journal.pone.0083147

2013

Lampos, Vasileios, Preoțiuc-Pietro, Daniel and Cohn, Trevor (2013)
A user-centric model of voting intention from Social Media
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL '13), pp. 993-1003
Acerbi, Alberto, Lampos, Vasileios and Bentley, Alexander R. (2013)
Robustness of emotion extraction from 20th century English books
2013 IEEE International Conference on Big Data (Big Data '13), pp. 1-8
doi:10.1109/BigData.2013.6691663
Acerbi, Alberto, Lampos, Vasileios, Garnett, Philip and Bentley, Alexander R. (2013)
The Expression of Emotions in 20th Century Books
PLoS ONE 8(3), e59030
doi:10.1371/journal.pone.0059030
Lampos, Vasileios, Lansdall-Welfare, Thomas, Araya, Ricardo and Cristianini, Nello (2013)
Analysing mood patterns in the United Kingdom through Twitter content
arXiv preprint arXiv:1304.5507

2012

Lansdall-Welfare, Thomas, Lampos, Vasileios and Cristianini, Nello (2012)
Nowcasting the mood of the nation
Significance 9(4), pp. 26-28
doi:10.1111/j.1740-9713.2012.00588.x
Lansdall-Welfare, Thomas, Lampos, Vasileios and Cristianini, Nello (2012)
Effects of the Recession on Public Mood in the UK
Proceedings of the 21st International Conference on World Wide Web (Companion) (WWW '12), pp. 1221-1226
doi:10.1145/2187980.2188264
Lampos, Vasileios and Cristianini, Nello (2012)
Nowcasting Events from the Social Web with Statistical Learning
ACM Transactions on Intelligent Systems and Technology 3(4), pp. 72:1-72:22
doi:10.1145/2337542.2337557

2010

Lampos, Vasileios and Cristianini, Nello (2010)
Tracking the flu pandemic by monitoring the Social Web
Proceedings of the 2nd International Workshop on Cognitive Information Processing (CIP '10), pp. 411-416
doi:10.1109/CIP.2010.5604088
Lampos, Vasileios, De Bie, Tijl and Cristianini, Nello (2010)
Flu Detector: Tracking Epidemics on Twitter
Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD '10), pp. 599-602
doi:10.1007/978-3-642-15939-8_42