publications

2026

AAAI

Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting

Yuxuan Shu and Vasileios Lampos

In Proc. of the AAAI Conference on Artificial Intelligence, 2026

DOI Bib PDF Supp Video Code

@inproceedings{shu2026sonnet,
  title = {{Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasting}},
  author = {Shu, Yuxuan and Lampos, Vasileios},
  booktitle = {Proc. of the AAAI Conference on Artificial Intelligence},
  volume = {40},
  number = {30},
  pages = {25419--25427},
  year = {2026},
  doi = {10.1609/aaai.v40i30.39736},
}

From Jumps to Signatures: a Generative Method for Temporal Point Processes

Niels Cariou-Kotlarek and Vasileios Lampos

Preprint, 2026

DOI Bib PDF Code

@article{kotlarek2026sigtpp,
  title = {{From Jumps to Signatures: a Generative Method for Temporal Point Processes}},
  author = {Cariou-Kotlarek, Niels and Lampos, Vasileios},
  journal = {Preprint},
  doi = {10.48550/arXiv:2607.06652},
  year = {2026},
}

Optimising antibiotic switching via forecasting of patient physiology

Magnus Ross, Nel Swanepoel, Akish Luintel, Emma McGuire, Ingemar J. Cox, Steve Harris, and Vasileios Lampos

Preprint, 2026

DOI Bib PDF Code

@article{ross2026ivos,
  title = {{Optimising antibiotic switching via forecasting of patient physiology}},
  author = {Ross, Magnus and Swanepoel, Nel and Luintel, Akish and McGuire, Emma and Cox, Ingemar J. and Harris, Steve and Lampos, Vasileios},
  year = {2026},
  journal = {Preprint},
  doi = {10.48550/arXiv.2603.08242},
}

2025

TMLR

DeformTime: capturing variable dependencies with deformable attention for time series forecasting

Yuxuan Shu and Vasileios Lampos

Transactions on Machine Learning Research, 2025

Bib PDF Code

@article{shu2025deformtime,
  title = {{DeformTime: capturing variable dependencies with deformable attention for time series forecasting}},
  author = {Shu, Yuxuan and Lampos, Vasileios},
  journal = {Transactions on Machine Learning Research},
  issn = {2835-8856},
  year = {2025},
  url = {https://openreview.net/forum?id=M62P7iOT7d},
}

EMNLP

Machine-generated text detection prevents language model collapse

George Drayson, Emine Yilmaz, and Vasileios Lampos

In Proc. of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

DOI Bib PDF Video Code

@inproceedings{Drayson2025,
  author = {Drayson, George and Yilmaz, Emine and Lampos, Vasileios},
  title = {{Machine-generated text detection prevents language model collapse}},
  booktitle = {Proc. of the 2025 Conference on Empirical Methods in Natural Language Processing},
  year = {2025},
  pages = {29645--29661},
  doi = {10.18653/v1/2025.emnlp-main.1506},
}

Expediting Switches from Intravenous to Oral Antimicrobial Therapy with Neural Processes

Magnus Ross, Nel Swanepoel, Akish Luintel, Emma McGuire, Ingemar J. Cox, Steve Harris, and Vasileios Lampos

In Proc. of the 4th annual Machine Learning for Health Symposium, 2025

Bib PDF

@inproceedings{Ross2025,
  title = {Expediting Switches from Intravenous to Oral Antimicrobial Therapy with Neural Processes},
  author = {Ross, Magnus and Swanepoel, Nel and Luintel, Akish and McGuire, Emma and Cox, Ingemar J. and Harris, Steve and Lampos, Vasileios},
  booktitle = {Proc. of the 4th annual Machine Learning for Health Symposium},
  year = {2025},
  url = {https://openreview.net/pdf?id=j8wsqyowid},
}

Foundation Models for Biosignals: A Survey

Xiao Gu, Yuxuan Shu, Jinpei Han, Yuxuan Liu, Zhangdaihong Liu, James Anibal, Veer Sangha, Edward Phillips, Bradley Segal, Hang Yuan, Fenglin Liu, Kim Branson, Patrick Schwab, Danielle Belgrave, Lei Clifton, Dimitris Spathis, Vasileios Lampos, A. Aldo Faisal, and David A. Clifton

Preprint, 2025

DOI Bib PDF Code
@article{gu2025foundation, title = {{Foundation Models for Biosignals: A Survey}}, author = {Gu, Xiao and Shu, Yuxuan and Han, Jinpei and Liu, Yuxuan and Liu, Zhangdaihong and Anibal, James and Sangha, Veer and Phillips, Edward and Segal, Bradley and Yuan, Hang and Liu, Fenglin and Branson, Kim and Schwab, Patrick and Belgrave, Danielle and Clifton, Lei and Spathis, Dimitris and Lampos, Vasileios and Faisal, A. Aldo and Clifton, David A.}, journal = {Preprint}, year = {2025}, doi = {10.36227/techrxiv.175606236.62808131/v1}, }

Modelling the Spread of New Information on X

Ziming Xu, Shi Zhou, Vasileios Lampos, and Ingemar J. Cox

Preprint, 2025

DOI Bib

@article{xu2025repost,
  title = {{Modelling the Spread of New Information on X}},
  author = {Xu, Ziming and Zhou, Shi and Lampos, Vasileios and Cox, Ingemar J.},
  journal = {Preprint},
  url = {https://arxiv.org/pdf/2505.15370},
  doi = {10.48550/arXiv.2505.15370},
  year = {2025}
}

2024

Using online search activity for earlier detection of gynaecological malignancy

Jennifer F Barcroft, Elad Yom-Tov, Vasilieos Lampos, Laura Burney Ellis, David Guzman, Vı́ctor Ponce-López, Tom Bourne, Ingemar J Cox, and Srdjan Saso

BMC Public Health, 2024

DOI Bib PDF

@article{Barcroft2024,
  title = {{Using online search activity for earlier detection of gynaecological malignancy}},
  author = {Barcroft, Jennifer F and Yom-Tov, Elad and Lampos, Vasilieos and Ellis, Laura Burney and Guzman, David and Ponce-L{\'o}pez, V{\'\i}ctor and Bourne, Tom and Cox, Ingemar J and Saso, Srdjan},
  journal = {BMC Public Health},
  volume = {24},
  number = {608},
  doi = {10.1186/s12889-024-17673-0},
  year = {2024},
}

npj Digit Med

Estimating the household secondary attack rate and serial interval of COVID-19 using social media

Aarzoo Dhiman, Elad Yom-Tov, Lorenzo Pellis, Michael Edelstein, Richard Pebody, Andrew Hayward, Thomas House, Thomas Finnie, David Guzman, Vasileios Lampos, and Ingemar J Cox

npj Digital Medicine, 2024

DOI Bib PDF

@article{dhiman2024,
  title = {{Estimating the household secondary attack rate and serial interval of COVID-19 using social media}},
  author = {Dhiman, Aarzoo and Yom-Tov, Elad and Pellis, Lorenzo and Edelstein, Michael and Pebody, Richard and Hayward, Andrew and House, Thomas and Finnie, Thomas and Guzman, David and Lampos, Vasileios and Cox, Ingemar J},
  journal = {npj Digital Medicine},
  volume = {7},
  number = {194},
  year = {2024},
  doi = {10.1038/s41746-024-01160-2},
}

Unsupervised hard Negative Augmentation for contrastive learning

Yuxuan Shu and Vasileios Lampos

Preprint, 2024

DOI Bib PDF Code

@article{shu2024unsupervised,
  title = {{Unsupervised hard Negative Augmentation for contrastive learning}},
  author = {Shu, Yuxuan and Lampos, Vasileios},
  journal = {Preprint},
  doi = {10.48550/arXiv.2401.02594},
  year = {2024},
}

2023

Vincent Grigori Nguyen, Alexei Yavlinsky, Sarah Beale, Susan Hoskins, Thomas E Byrne, Vasileios Lampos, Isobel Braithwaite, Wing Lam Erica Fong, Ellen Fragaszy, Cyril Geismar, and others

International Journal of Epidemiology, 2023

DOI Bib PDF

@article{nguyen2023comparative,
  booktitle = {{Comparative effectiveness of different primary vaccination courses on mRNA-based booster vaccines against SARs-COV-2 infections: a time-varying cohort analysis using trial emulation in the Virus Watch community cohort}},
  author = {Nguyen, Vincent Grigori and Yavlinsky, Alexei and Beale, Sarah and Hoskins, Susan and Byrne, Thomas E and Lampos, Vasileios and Braithwaite, Isobel and Fong, Wing Lam Erica and Fragaszy, Ellen and Geismar, Cyril and others},
  journal = {International Journal of Epidemiology},
  volume = {52},
  number = {2},
  pages = {342--354},
  year = {2023},
  doi = {10.1093/ije/dyad002},
}

PLOS Comp Biol

Neural network models for influenza forecasting with associated uncertainty using Web search activity trends

Michael Morris, Peter Hayes, Ingemar J. Cox, and Vasileios Lampos

PLOS Computational Biology, 2023

DOI Bib PDF Code

@article{Morris2023,
  doi = {10.1371/journal.pcbi.1011392},
  author = {Morris, Michael and Hayes, Peter and Cox, Ingemar J. and Lampos, Vasileios},
  journal = {PLOS Computational Biology},
  title = {{Neural network models for influenza forecasting with associated uncertainty using Web search activity trends}},
  year = {2023},
  volume = {19},
  number = {8},
  pages = {e1011392},
}

2022

E-NER — An Annotated Named Entity Recognition Corpus of Legal Text

Ting Wai Terence Au, Vasileios Lampos, and Ingemar Cox

In Proc. of the Natural Legal Language Processing Workshop 2022, 2022

DOI Bib PDF

@inproceedings{Au2022,
  title = {{E}-{NER} {---} An Annotated Named Entity Recognition Corpus of Legal Text},
  author = {Au, Ting Wai Terence and Lampos, Vasileios and Cox, Ingemar},
  booktitle = {Proc. of the Natural Legal Language Processing Workshop 2022},
  year = {2022},
  doi = {10.18653/v1/2022.nllp-1.22},
  pages = {246--255},
}

Sci Rep

Providing early indication of regional anomalies in COVID-19 case counts in England using search engine queries

Elad Yom-Tov, Vasileios Lampos, Thomas Inns, Ingemar J. Cox, and Michael Edelstein

Scientific Reports, 2022

DOI Bib

@article{YomTov2022anom,
  title = {{Providing early indication of regional anomalies in COVID-19 case counts in England using search engine queries}},
  author = {Yom-Tov, Elad and Lampos, Vasileios and Inns, Thomas and Cox, Ingemar J. and Edelstein, Michael},
  journal = {Scientific Reports},
  year = {2022},
  doi = {10.1038/s41598-022-06340-2},
  volume = {12},
  number = {2373}
}

Symptom profiles and accuracy of clinical definitions for COVID-19 in the community. Results of the Virus Watch community cohort

Ellen Fragaszy, Madhumita Shrotri, Cyril Geismar, Anna Aryee, Sarah Beale, Isobel Braithwaite, Thomas Byrne, Wing Lam Erica Fong, Jo Gibbs, Pia Hardelid, Jana Kovar, Vasileios Lampos, Eleni Nastouli, Annalan M D Navaratnam, Vincent Nguyen, Parth Patel, Robert W Aldridge, and Andrew Hayward

Wellcome Open Research, 2022

DOI Bib PDF

@article{Fragaszy2022,
  author = {Fragaszy, Ellen and Shrotri, Madhumita and Geismar, Cyril and Aryee, Anna and Beale, Sarah and Braithwaite, Isobel and Byrne, Thomas and Fong, Wing Lam Erica and Gibbs, Jo and Hardelid, Pia and Kovar, Jana and Lampos, Vasileios and Nastouli, Eleni and Navaratnam, Annalan M D and Nguyen, Vincent and Patel, Parth and Aldridge, Robert W and Hayward, Andrew},
  title = {{Symptom profiles and accuracy of clinical definitions for COVID-19 in the community. Results of the Virus Watch community cohort}},
  year = {2022},
  doi = {10.12688/wellcomeopenres.17479.1},
  journal = {Wellcome Open Research},
  volume = {7},
  number = {84},
}

2021

npj Digit Med

Tracking COVID-19 using online search

Vasileios Lampos, Maimuna S. Majumder, Elad Yom-Tov, Michael Edelstein, Simon Moura, Yohhei Hamada, Molebogeng X. Rangaka, Rachel A. McKendry, and Ingemar J. Cox

npj Digital Medicine, 2021

DOI Bib PDF

@article{Lampos2021covid,
  title = {{Tracking COVID-19 using online search}},
  author = {Lampos, Vasileios and Majumder, Maimuna S. and Yom-Tov, Elad and Edelstein, Michael and Moura, Simon and Hamada, Yohhei and Rangaka, Molebogeng X. and McKendry, Rachel A. and Cox, Ingemar J.},
  journal = {npj Digital Medicine},
  year = {2021},
  doi = {10.1038/s41746-021-00384-w},
  volume = {4},
  number = {17},
}

An artificial intelligence approach for selecting effective teacher communication strategies in autism education

Vasileios Lampos, Joseph Mintz, and Xiao Qu

npj Science of Learning, 2021

DOI Bib PDF

@article{Lampos2021autism,
  title = {{An artificial intelligence approach for selecting effective teacher communication strategies in autism education}},
  author = {Lampos, Vasileios and Mintz, Joseph and Qu, Xiao},
  journal = {npj Science of Learning},
  year = {2021},
  doi = {10.1038/s41539-021-00102-x},
  volume = {6},
  number = {25},
}

What online searches tell us about public interest and potential impact on behaviour in response to Minimum Unit Pricing of alcohol in Scotland

David Leon, Elad Yom-Tov, Anne Johnson, Mark Petticrew, Elizabeth Williamson, Vasileios Lampos, and Ingemar Cox

Addiction, 2021

DOI Bib PDF

@article{Leon2021,
  author = {Leon, David and Yom-Tov, Elad and Johnson, Anne and Petticrew, Mark and Williamson, Elizabeth and Lampos, Vasileios and Cox, Ingemar},
  title = {{What online searches tell us about public interest and potential impact on behaviour in response to Minimum Unit Pricing of alcohol in Scotland}},
  journal = {Addiction},
  year = {2021},
  volume = {116},
  pages = {2008--2015},
  doi = {10.1111/add.15388},
}

The impact of social and physical distancing measures on COVID-19 activity in England: findings from a multi-tiered surveillance system

Jamie Lopez Bernal, Mary A Sinnathamby, Suzanne Elgohari, Hongxin Zhao, Chinelo Obi, Laura Coughlan, Vasileios Lampos, Ruth Simmons, Elise Tessier, Helen Campbell, Suzanna McDonald, Joanna Ellis, Helen Hughes, Gillian Smith, Mark Joy, Manasa Tripathy, Rachel Byford, Filipa Ferreira, Simon Lusignan, Maria Zambon, and 9 more authors

Eurosurveillance, 2021

DOI Bib PDF

@article{Bernal2021,
  author = {Bernal, Jamie Lopez and Sinnathamby, Mary A and Elgohari, Suzanne and Zhao, Hongxin and Obi, Chinelo and Coughlan, Laura and Lampos, Vasileios and Simmons, Ruth and Tessier, Elise and Campbell, Helen and McDonald, Suzanna and Ellis, Joanna and Hughes, Helen and Smith, Gillian and Joy, Mark and Tripathy, Manasa and Byford, Rachel and Ferreira, Filipa and de Lusignan, Simon and Zambon, Maria and Dabrera, Gavin and Brown, Kevin and Saliba, Vanessa and Andrews, Nick and Amirthalingam, Gayatri and Mandal, Sema and Edelstein, Michael and Elliot, Alex J and Ramsay, Mary},
  title = {{The impact of social and physical distancing measures on COVID-19 activity in England: findings from a multi-tiered surveillance system}},
  journal = {Eurosurveillance},
  year = {2021},
  volume = {26},
  number = {11},
  pages = {2001062},
  doi = {10.2807/1560-7917.ES.2021.26.11.2001062},
}

Risk factors, symptom reporting, healthcare-seeking behaviour and adherence to public health guidance: protocol for Virus Watch, a prospective community cohort study

Andrew Hayward, Ellen Fragaszy, Jana Kovar, Vincent Nguyen, Sarah Beale, Thomas Byrne, Anna Aryee, Pia Hardelid, Linda Wijlaars, Wing Lam Erica Fong, Cyril Geismar, Parth Patel, Madhumita Shrotri, Annalan M D Navaratnam, Eleni Nastouli, Moira Spyer, Ben Killingley, Ingemar Cox, Vasileios Lampos, Rachel A McKendry, and 8 more authors

BMJ Open, 2021

DOI Bib PDF

@article{Hayward2021,
  author = {Hayward, Andrew and Fragaszy, Ellen and Kovar, Jana and Nguyen, Vincent and Beale, Sarah and Byrne, Thomas and Aryee, Anna and Hardelid, Pia and Wijlaars, Linda and Fong, Wing Lam Erica and Geismar, Cyril and Patel, Parth and Shrotri, Madhumita and Navaratnam, Annalan M D and Nastouli, Eleni and Spyer, Moira and Killingley, Ben and Cox, Ingemar and Lampos, Vasileios and McKendry, Rachel A and Liu, Yunzhe and Cheng, Tao and Johnson, Anne M and Michie, Susan and Gibbs, Jo and Gilson, Richard and Rodger, Alison and Aldridge, Robert W},
  title = {{Risk factors, symptom reporting, healthcare-seeking behaviour and adherence to public health guidance: protocol for Virus Watch, a prospective community cohort study}},
  volume = {11},
  number = {6},
  year = {2021},
  doi = {10.1136/bmjopen-2020-048042},
  journal = {BMJ Open},
}

Serial interval of COVID-19 and the effect of Variant B.1.1.7: analyses from prospective community cohort study (Virus Watch)

Cyril Geismar, Ellen Fragaszy, Vincent Nguyen, Wing Lam Erica Fong, Madhumita Shrotri, Sarah Beale, Alison Rodger, Vasileios Lampos, Thomas Byrne, Jana Kovar, Annalan M D Navaratnam, Parth Patel, Robert W Aldridge, and Andrew Hayward

Wellcome Open Research, 2021

DOI Bib PDF

@article{Geismar2021,
  author = {Geismar, Cyril and Fragaszy, Ellen and Nguyen, Vincent and Fong, Wing Lam Erica and Shrotri, Madhumita and Beale, Sarah and Rodger, Alison and Lampos, Vasileios and Byrne, Thomas and Kovar, Jana and Navaratnam, Annalan M D and Patel, Parth and Aldridge, Robert W and Hayward, Andrew},
  title = {{Serial interval of COVID-19 and the effect of Variant B.1.1.7: analyses from prospective community cohort study (Virus Watch)}},
  year = {2021},
  journal = {Wellcome Open Research},
  volume = {6},
  number = {224},
  doi = {10.12688/wellcomeopenres.16974.1},
}

Trends, patterns and psychological influences on COVID-19 vaccination intention: findings from a large prospective community cohort study in England and Wales (Virus Watch)

Thomas Byrne, Parth Patel, Madhumita Shrotri, Sarah Beale, Susan Michie, Jabeer Butt, Nicky Hawkins, Pia Hardelid, Alison Rodger, Anna Aryee, Isobel Braithwaite, Wing Lam Erica Fong, Ellen Fragaszy, Cyril Geismar, Jana Kovar, Annalan M.D. Navaratnam, Vincent Nguyen, Andrew Hayward, Robert W. Aldridge, Linda Wijlaar, and 11 more authors

Vaccine, 2021

DOI Bib PDF

@article{Byrne2021,
  author = {Byrne, Thomas and Patel, Parth and Shrotri, Madhumita and Beale, Sarah and Michie, Susan and Butt, Jabeer and Hawkins, Nicky and Hardelid, Pia and Rodger, Alison and Aryee, Anna and Braithwaite, Isobel and Fong, Wing Lam Erica and Fragaszy, Ellen and Geismar, Cyril and Kovar, Jana and Navaratnam, Annalan M.D. and Nguyen, Vincent and Hayward, Andrew and Aldridge, Robert W. and Wijlaar, Linda and Nastouli, Eleni and Spyer, Moira and Killingley, Ben and Cox, Ingemar J. and Lampos, Vasileios and McKendry, Rachel A. and Cheng, Tao and Liu, Yunzhe and Johnson, Anne M. and Gibbs, Jo and Gilson, Richard},
  title = {{Trends, patterns and psychological influences on COVID-19 vaccination intention: findings from a large prospective community cohort study in England and Wales (Virus Watch)}},
  journal = {Vaccine},
  doi = {10.1016/j.vaccine.2021.09.066},
  year = {2021},
}

Estimating the Uncertainty of Neural Network Forecasts for Influenza Prevalence Using Web Search Activity

Michael Morris, Peter Hayes, Ingemar J. Cox, and Vasileios Lampos

Preprint, 2021

DOI Bib PDF

@article{morris2021estimating,
  title = {{Estimating the Uncertainty of Neural Network Forecasts for Influenza Prevalence Using Web Search Activity}},
  author = {Morris, Michael and Hayes, Peter and Cox, Ingemar J. and Lampos, Vasileios},
  year = {2021},
  journal = {Preprint},
  doi = {10.48550/arXiv.2105.12433},
}

Deprivation and Exposure to Public Activities during the COVID-19 Pandemic in England and Wales

Sarah Beale, Isobel Braithwaite, Annalan M D Navaratnam, Pia Hardelid, Alison Rodger, Anna Aryee, Thomas Byrne, Wing Lam Erica Fong, Ellen Fragaszy, Cyril Geismar, Jana Kovar, Vincent Nguyen, Parth Patel, Madhumita Shrotri, Robert W Aldridge, Andrew Hayward, Susan Michie, Linda Wijlaars, Eleni Nastouli, Moira Spyer, and 9 more authors

medRxiv, 2021

DOI Bib

@article{Beale2021,
  author = {Beale, Sarah and Braithwaite, Isobel and Navaratnam, Annalan M D and Hardelid, Pia and Rodger, Alison and Aryee, Anna and Byrne, Thomas and Erica Fong, Wing Lam and Fragaszy, Ellen and Geismar, Cyril and Kovar, Jana and Nguyen, Vincent and Patel, Parth and Shrotri, Madhumita and Aldridge, Robert W and Hayward, Andrew and Michie, Susan and Wijlaars, Linda and Nastouli, Eleni and Spyer, Moira and Killingley, Ben and Cox, Ingemar and Lampos, Vasileios and McKendry, Rachel A and Cheng, Tao and Liu, Yunzhe and Johnson, Anne M and Gibbs, Jo and Gilson, Richard},
  title = {{Deprivation and Exposure to Public Activities during the COVID-19 Pandemic in England and Wales}},
  year = {2021},
  doi = {10.1101/2021.04.26.21255732},
  journal = {medRxiv}
}

2020

Nat Med

Digital technologies in the public health response to COVID-19

Jobie Budd, Benjamin Miller, Erin Manning, Vasileios Lampos, Mengdie Zhuang, Michael Edelstein, Geraint Rees, Vince Emery, Molly M. Stevens, Neil Keegan, Michael Short, Deenan Pillay, Ed Manley, Ingemar J. Cox, David Heymann, Anne M. Johnson, and Rachel A. McKendry

Nature Medicine, 2020

DOI Bib PDF

@article{Budd2020,
  author = {Budd, Jobie and Miller, Benjamin and Manning, Erin and Lampos, Vasileios and Zhuang, Mengdie and Edelstein, Michael and Rees, Geraint and Emery, Vince and Stevens, Molly M. and Keegan, Neil and Short, Michael and Pillay, Deenan and Manley, Ed and Cox, Ingemar J. and Heymann, David and Johnson, Anne M. and McKendry, Rachel A.},
  title = {{Digital technologies in the public health response to COVID-19}},
  journal = {Nature Medicine},
  year = {2020},
  volume = {26},
  pages = {1183–-1192},
  doi = {10.1038/s41591-020-1011-4},
}

2019

WWW

Transfer Learning for Unsupervised Influenza-like Illness Models from Online Search Data

Bin Zou, Vasileios Lampos, and Ingemar J. Cox

In Proc. of the 28th International Web Conference, 2019

DOI Bib PDF

@inproceedings{Zou2019,
  author = {Zou, Bin and Lampos, Vasileios and Cox, Ingemar J.},
  title = {{Transfer Learning for Unsupervised Influenza-like Illness Models from Online Search Data}},
  booktitle = {Proc. of the 28th International Web Conference},
  year = {2019},
  pages = {2505--2516},
  doi = {10.1145/3308558.3313477},
}

WWW

Privacy-Preserving Crowd-Sourcing of Web Searches with Private Data Donor

Vincent Primault, Vasileios Lampos, Ingemar J. Cox, and Emiliano De Cristofaro

In Proc. of the 28th International Web Conference, 2019

DOI Bib PDF

@inproceedings{Primault2019,
  author = {Primault, Vincent and Lampos, Vasileios and Cox, Ingemar J. and De Cristofaro, Emiliano},
  title = {{Privacy-Preserving Crowd-Sourcing of Web Searches with Private Data Donor}},
  booktitle = {Proc. of the 28th International Web Conference},
  year = {2019},
  pages = {1487--1497},
  doi = {10.1145/3308558.3313474},
}

2018

WWW

Multi-Task Learning Improves Disease Models from Web Search

Bin Zou, Vasileios Lampos, and Ingemar J. Cox

In Proc. of the 2018 World Wide Web Conference, 2018

DOI Bib PDF

@inproceedings{Zou2018,
  author = {Zou, Bin and Lampos, Vasileios and Cox, Ingemar J.},
  title = {{Multi-Task Learning Improves Disease Models from Web Search}},
  booktitle = {Proc. of the 2018 World Wide Web Conference},
  pages = {87--96},
  year = {2018},
  doi = {10.1145/3178876.3186050},
}

Changes in psycholinguistic attributes of social media users before, during, and after self-reported influenza symptoms

Lucie Flekova, Vasileios Lampos, and Ingemar J. Cox

In Proc. of the EMNLP Workshop on Social Media Mining for Health Applications, 2018

DOI Bib PDF

@inproceedings{Flekova2018,
  author = {Flekova, Lucie and Lampos, Vasileios and Cox, Ingemar J.},
  title = {{Changes in psycholinguistic attributes of social media users before, during, and after self-reported influenza symptoms}},
  booktitle = {Proc. of the EMNLP Workshop on Social Media Mining for Health Applications},
  year = {2018},
  pages = {17--21},
  doi = {10.18653/v1/W18-5905},
}

Sci Rep

The added value of online user-generated content in traditional methods for influenza surveillance

Moritz Wagner, Vasileios Lampos, Ingemar J. Cox, and Richard Pebody

Scientific Reports, 2018

DOI Bib PDF

@article{Wagner2018,
  author = {Wagner, Moritz and Lampos, Vasileios and Cox, Ingemar J. and Pebody, Richard},
  doi = {10.1038/s41598-018-32029-6},
  journal = {Scientific Reports},
  number = {13963},
  title = {{The added value of online user-generated content in traditional methods for influenza surveillance}},
  volume = {8},
  year = {2018},
}

Data set: UK Twitter word embeddings II

Vasileios Lampos

2018

DOI Bib

@misc{Lampos2018embd,
  title = {{Data set: UK Twitter word embeddings II}},
  author = {Lampos, Vasileios},
  publisher = {Figshare},
  doi = {10.6084/m9.figshare.5791650.v1},
  year = {2018}
}

2017

WWW

Enhancing feature selection using word embeddings: The case of flu surveillance

Vasileios Lampos, Bin Zou, and Ingemar J. Cox

In Proc. of the 26th International World Wide Web Conference, 2017

DOI Bib PDF

@inproceedings{Lampos2017,
  author = {Lampos, Vasileios and Zou, Bin and Cox, Ingemar J.},
  title = {{Enhancing feature selection using word embeddings: The case of flu surveillance}},
  booktitle = {Proc. of the 26th International World Wide Web Conference},
  pages = {695--704},
  year = {2017},
  doi = {10.1145/3038912.3052622},
}

WWW

A Concept Language Model for Ad-hoc Retrieval

Bin Zou, Vasileios Lampos, Shangsong Liang, Zhaochun Ren, Emine Yilmaz, and Ingemar J. Cox

In Proc. of the 26th International World Wide Web Conference (Companion), 2017

DOI Bib

@inproceedings{Zou2017,
  author = {Zou, Bin and Lampos, Vasileios and Liang, Shangsong and Ren, Zhaochun and Yilmaz, Emine and Cox, Ingemar J.},
  title = {{A Concept Language Model for Ad-hoc Retrieval}},
  booktitle = {Proc. of the 26th International World Wide Web Conference (Companion)},
  pages = {885--886},
  year = {2017},
  doi = {10.1145/3041021.3054209},
  paper = {papers/zou2017-concept-LM.pdf}
}

WSDM 2017 Workshop on Mining Online Health Reports

Nigel Collier, Nut Limsopatham, Aron Culotta, Mike Conway, Ingemar J. Cox, and Vasileios Lampos

In Proc. of the 10th ACM International Conference on Web Search and Data Mining, 2017

DOI Bib PDF

@inproceedings{Collier2017,
  author = {Collier, Nigel and Limsopatham, Nut and Culotta, Aron and Conway, Mike and Cox, Ingemar J. and Lampos, Vasileios},
  title = {{WSDM 2017 Workshop on Mining Online Health Reports}},
  booktitle = {Proc. of the 10th ACM International Conference on Web Search and Data Mining},
  pages = {825--826},
  year = {2017},
  doi = {10.1145/3018661.3022761},
}

JMIR

Estimating the Population Impact of a New Pediatric Influenza Vaccination Program in England Using Social Media Content

Moritz Wagner, Vasileios Lampos, Elad Yom-Tov, Richard Pebody, and Ingemar J. Cox

Journal of Medical Internet Research, 2017

DOI Bib PDF

@article{Wagner2017JMIR,
  author = {Wagner, Moritz and Lampos, Vasileios and Yom-Tov, Elad and Pebody, Richard and Cox, Ingemar J.},
  title = {{Estimating the Population Impact of a New Pediatric Influenza Vaccination Program in England Using Social Media Content}},
  journal = {Journal of Medical Internet Research},
  year = {2017},
  volume = {19},
  pages = {e416},
  number = {12},
  doi = {10.2196/jmir.8184},
}

Assessing public health interventions using Web content

Vasileios Lampos

Preprint, 2017

Bib

@article{Lampos2017impAbstract,
  title = {{Assessing public health interventions using Web content}},
  author = {Lampos, Vasileios},
  journal = {Preprint},
  year = {2017},
  url = {https://arxiv.org/pdf/1712.08076.pdf}
}

2016

Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective

Nikolaos Aletras, Dimitrios Tsarapatsanis, Daniel Preoţiuc-Pietro, and Vasileios Lampos

PeerJ Computer Science, 2016

DOI Bib PDF

@article{Aletras2016ECtHR,
  author = {Aletras, Nikolaos and Tsarapatsanis, Dimitrios and Preo\c{t}iuc-Pietro, Daniel and Lampos, Vasileios},
  title = {{Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective}},
  journal = {PeerJ Computer Science},
  year = {2016},
  doi = {10.7717/peerj-cs.93},
  volume = {2},
  pages = {e93},
}

Inferring the Socioeconomic Status of Social Media Users based on Behaviour and Language

Vasileios Lampos, Nikolaos Aletras, Jens K. Geyti, Bin Zou, and Ingemar J. Cox

In Proc. of the 38th European Conference on Information Retrieval, 2016

DOI Bib PDF

@inproceedings{Lampos2016ecir,
  author = {Lampos, Vasileios and Aletras, Nikolaos and Geyti, Jens K. and Zou, Bin and Cox, Ingemar J.},
  title = {{Inferring the Socioeconomic Status of Social Media Users based on Behaviour and Language}},
  booktitle = {Proc. of the 38th European Conference on Information Retrieval},
  pages = {689--695},
  doi = {10.1007/978-3-319-30671-1_54},
  year = {2016},
}

On Infectious Intestinal Disease Surveillance using Social Media Content

Bin Zou, Vasileios Lampos, Russell Gorton, and Ingemar J. Cox

In Proc. of the 6th International Conference on Digital Health, 2016

DOI Bib PDF

@inproceedings{Zou2016DH,
  author = {Zou, Bin and Lampos, Vasileios and Gorton, Russell and Cox, Ingemar J.},
  title = {{On Infectious Intestinal Disease Surveillance using Social Media Content}},
  booktitle = {Proc. of the 6th International Conference on Digital Health},
  pages = {157--161},
  doi = {10.1145/2896338.2896372},
  year = {2016},
}

Flu Detector: Estimating influenza-like illness rates from online user-generated content

Vasileios Lampos

Preprint, 2016

Bib

@article{Lampos2016fluDetector,
  title = {{Flu Detector: Estimating influenza-like illness rates from online user-generated content}},
  author = {Lampos, Vasileios},
  journal = {Preprint},
  year = {2016},
  url = {https://arxiv.org/pdf/1612.03494.pdf}
}

Data set: UK Twitter word embeddings

Vasileios Lampos

2016

DOI Bib

@misc{Lampos2016embd,
  title = {{Data set: UK Twitter word embeddings}},
  author = {Lampos, Vasileios},
  publisher = {Figshare},
  doi = {10.6084/m9.figshare.4052331.v1},
  entrysubtype = {dataset},
  url = {https://iris.ucl.ac.uk/iris/publication/1186069/1},
  year = {2016}
}

2015

Sci Rep

Advances in nowcasting influenza-like illness rates using search query logs

Vasileios Lampos, Andrew C. Miller, Steve Crossan, and Christian Stefansen

Scientific Reports, 2015

DOI Bib PDF

@article{Lampos2015GFT,
  author = {Lampos, Vasileios and Miller, Andrew C. and Crossan, Steve and Stefansen, Christian},
  title = {{Advances in nowcasting influenza-like illness rates using search query logs}},
  journal = {Scientific Reports},
  year = {2015},
  doi = {10.1038/srep12760},
  volume = {5},
  number = {12760},
}

ACL

An analysis of the user occupational class through Twitter content

Daniel Preoţiuc-Pietro, Vasileios Lampos, and Nikolaos Aletras

In Proc. of the 53rd Annual Meeting of the Association for Computational Linguistics, 2015

DOI Bib PDF

@inproceedings{Preotiuc2015jobs,
  author = {Preo{\c{t}}iuc-Pietro, Daniel and Lampos, Vasileios and Aletras, Nikolaos},
  title = {{An analysis of the user occupational class through Twitter content}},
  booktitle = {Proc. of the 53rd Annual Meeting of the Association for Computational Linguistics},
  pages = {1754--1764},
  year = {2015},
  doi = {10.3115/v1/P15-1169},
}

Learning About Health and Medicine from Internet Data

Elad Yom-Tov, Ingemar J. Cox, and Vasileios Lampos

In Proc. of the 8th ACM International Conference on Web Search and Data Mining, 2015

DOI Bib PDF

@inproceedings{YomTov2015tutorial,
  author = {Yom-Tov, Elad and Cox, Ingemar J. and Lampos, Vasileios},
  title = {{Learning About Health and Medicine from Internet Data}},
  booktitle = {Proc. of the 8th ACM International Conference on Web Search and Data Mining},
  year = {2015},
  pages = {417--418},
  doi = {10.1145/2684822.2697042},
}

PLOS ONE

Studying User Income through Language, Behaviour and Affect in Social Media

Daniel Preoţiuc-Pietro, Svitlana Volkova, Vasileios Lampos, Yoram Bachrach, and Nikolaos Aletras

PLOS ONE, 2015

DOI Bib PDF

@article{Preotiuc2015income,
  author = {Preo\c{t}iuc-Pietro, Daniel and Volkova, Svitlana and Lampos, Vasileios and Bachrach, Yoram and Aletras, Nikolaos},
  journal = {PLOS ONE},
  title = {{Studying User Income through Language, Behaviour and Affect in Social Media}},
  year = {2015},
  volume = {10},
  pages = {e0138717},
  number = {9},
  doi = {10.1371/journal.pone.0138717},
}

Assessing the impact of a health intervention via user-generated Internet content

Vasileios Lampos, Elad Yom-Tov, Richard Pebody, and Ingemar J. Cox

Data Mining and Knowledge Discovery, 2015

DOI Bib PDF

@article{Lampos2015Intervention,
  author = {Lampos, Vasileios and Yom-Tov, Elad and Pebody, Richard and Cox, Ingemar J.},
  title = {{Assessing the impact of a health intervention via user-generated Internet content}},
  journal = {Data Mining and Knowledge Discovery},
  year = {2015},
  volume = {29},
  number = {5},
  pages = {1434--1457},
  doi = {10.1007/s10618-015-0427-9},
}

Estimating the Secondary Attack Rate and Serial Interval of Influenza-Like Illnesses using Social Media

Elad Yom-Tov, Ingemar J. Cox, Vasileios Lampos, and Andrew C. Hayward

Influenza and Other Respiratory Viruses, 2015

DOI Bib PDF

@article{YomTov2015sar,
  author = {Yom-Tov, Elad and Cox, Ingemar J. and Lampos, Vasileios and Hayward, Andrew C.},
  title = {{Estimating the Secondary Attack Rate and Serial Interval of Influenza-Like Illnesses using Social Media}},
  journal = {Influenza and Other Respiratory Viruses},
  year = {2015},
  pages = {191--199},
  volume = {9},
  number = {4},
  doi = {10.1111/irv.12321},
}

Data set: Socioeconomic status classification of social media users

Vasileios Lampos, Nikolaos Aletras, Jens K. Geyti, Bin Zou, and Ingemar J. Cox

2015

DOI Bib

@misc{Lampos2015ses,
  title = {{Data set: Socioeconomic status classification of social media users}},
  author = {Lampos, Vasileios and Aletras, Nikolaos and Geyti, Jens K. and Zou, Bin and Cox, Ingemar J.},
  publisher = {Figshare},
  doi = {10.6084/m9.figshare.1619703.v2},
  entrysubtype = {dataset},
  url = {https://iris.ucl.ac.uk/iris/publication/1111021/1},
  year = {2015}
}

2014

EACL

Predicting and Characterising User Impact on Twitter

Vasileios Lampos, Nikolaos Aletras, Daniel Preoţiuc-Pietro, and Trevor Cohn

In Proc. of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

DOI Bib PDF

@inproceedings{Lampos2014impact,
  author = {Lampos, Vasileios and Aletras, Nikolaos and Preo{\c{t}}iuc-Pietro, Daniel and Cohn, Trevor},
  title = {{Predicting and Characterising User Impact on Twitter}},
  booktitle = {Proc. of the 14th Conference of the European Chapter of the Association for Computational Linguistics},
  year = {2014},
  pages = {405--413},
  doi = {10.3115/v1/E14-1043},
}

Extracting Socioeconomic Patterns from the News: Modelling Text and Outlet Importance Jointly

Vasileios Lampos, Daniel Preoţiuc-Pietro, Sina Samangooei, Douwe Gelling, and Trevor Cohn

In Proc. of the ACL 2014 Workshop on Language Technologies and Computational Social Science, 2014

DOI Bib PDF

@inproceedings{Lampos2014news,
  author = {Lampos, Vasileios and Preo\c{t}iuc-Pietro, Daniel and Samangooei, Sina and Gelling, Douwe and Cohn, Trevor},
  title = {{Extracting Socioeconomic Patterns from the News: Modelling Text and Outlet Importance Jointly}},
  booktitle = {Proc. of the ACL 2014 Workshop on Language Technologies and Computational Social Science},
  year = {2014},
  pages = {13--17},
  doi = {10.3115/v1/W14-2507},
}

PLOS ONE

Books Average Previous Decade of Economic Misery

Alexander R. Bentley, Alberto Acerbi, Paul Ormerod, and Vasileios Lampos

PLOS ONE, 2014

DOI Bib PDF

@article{Bentley2014emotions,
  author = {Bentley, Alexander R. and Acerbi, Alberto and Ormerod, Paul and Lampos, Vasileios},
  journal = {PLOS ONE},
  title = {{Books Average Previous Decade of Economic Misery}},
  year = {2014},
  volume = {9},
  pages = {e83147},
  number = {1},
  doi = {10.1371/journal.pone.0083147},
}

2013

ACL

A user-centric model of voting intention from Social Media

Vasileios Lampos, Daniel Preoţiuc-Pietro, and Trevor Cohn

In Proc. of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Bib PDF

@inproceedings{Lampos2013bilinear,
  author = {Lampos, Vasileios and Preo\c{t}iuc-Pietro, Daniel and Cohn, Trevor},
  title = {{A user-centric model of voting intention from Social Media}},
  booktitle = {Proc. of the 51st Annual Meeting of the Association for Computational Linguistics},
  year = {2013},
  pages = {993--1003},
  url = {http://www.aclweb.org/anthology/P13-1098},
}

Robustness of emotion extraction from 20th century English books

Alberto Acerbi, Vasileios Lampos, and Alexander R. Bentley

In Proc. of 2013 IEEE International Conference on Big Data, 2013

DOI Bib PDF

@inproceedings{Acerbi2013robust,
  author = {Acerbi, Alberto and Lampos, Vasileios and Bentley, Alexander R.},
  booktitle = {Proc. of 2013 IEEE International Conference on Big Data},
  title = {{Robustness of emotion extraction from 20th century English books}},
  year = {2013},
  pages = {1--8},
  doi = {10.1109/BigData.2013.6691663},
}

PLOS ONE

The Expression of Emotions in 20th Century Books

Alberto Acerbi, Vasileios Lampos, Philip Garnett, and Alexander R. Bentley

PLOS ONE, 2013

DOI Bib PDF

@article{Acerbi2013emotions,
  author = {Acerbi, Alberto and Lampos, Vasileios and Garnett, Philip and Bentley, Alexander R.},
  journal = {PLOS ONE},
  title = {{The Expression of Emotions in 20th Century Books}},
  year = {2013},
  volume = {8},
  pages = {e59030},
  number = {3},
  doi = {10.1371/journal.pone.0059030},
}

Analysing mood patterns in the United Kingdom through Twitter content

Vasileios Lampos, Thomas Lansdall-Welfare, Ricardo Araya, and Nello Cristianini

Preprint, 2013

DOI Bib PDF

@article{Lampos2013analysing,
  title = {{Analysing mood patterns in the United Kingdom through Twitter content}},
  author = {Lampos, Vasileios and Lansdall-Welfare, Thomas and Araya, Ricardo and Cristianini, Nello},
  journal = {Preprint},
  year = {2013},
  doi = {https://doi.org/10.48550/arXiv.1304.5507},
}

2012

Effects of the Recession on Public Mood in the UK

Thomas Lansdall-Welfare, Vasileios Lampos, and Nello Cristianini

In Proc. of the 21st International Conference on World Wide Web (Companion), 2012

DOI Bib PDF

@inproceedings{LWelfare2012a,
  author = {Lansdall-Welfare, Thomas and Lampos, Vasileios and Cristianini, Nello},
  title = {{Effects of the Recession on Public Mood in the UK}},
  booktitle = {Proc. of the 21st International Conference on World Wide Web (Companion)},
  year = {2012},
  pages = {1221--1226},
  doi = {10.1145/2187980.2188264},
}

ACM TIST

Nowcasting Events from the Social Web with Statistical Learning

Vasileios Lampos and Nello Cristianini

ACM Transactions on Intelligent Systems and Technology, 2012

DOI Bib PDF

@article{Lampos2012Nowcasting,
  author = {Lampos, Vasileios and Cristianini, Nello},
  title = {{Nowcasting Events from the Social Web with Statistical Learning}},
  journal = {ACM Transactions on Intelligent Systems and Technology},
  volume = {3},
  number = {4},
  year = {2012},
  pages = {72:1--72:22},
  doi = {10.1145/2337542.2337557},
}

Nowcasting the mood of the nation

Thomas Lansdall-Welfare, Vasileios Lampos, and Nello Cristianini

Significance, 2012

DOI Bib PDF

@article{Lansdall2012nowcasting,
  title = {{Nowcasting the mood of the nation}},
  author = {Lansdall-Welfare, Thomas and Lampos, Vasileios and Cristianini, Nello},
  journal = {Significance},
  volume = {9},
  number = {4},
  pages = {26--28},
  year = {2012},
  doi = {10.1111/j.1740-9713.2012.00588.x},
}

Detecting Events and Patterns in Large-Scale User Generated Textual Streams with Statistical Learning Methods

Vasileios Lampos

2012

Bib PDF

@phdthesis{Lampos2012thesis,
  title = {{Detecting Events and Patterns in Large-Scale User Generated Textual Streams with Statistical Learning Methods}},
  author = {Lampos, Vasileios},
  school = {University of Bristol},
  year = {2012},
  url = {http://arxiv.org/abs/1208.2873},
  type = {{Ph.D. Thesis}},
}

On voting intentions inference from Twitter content: a case study on UK 2010 General Election

Vasileios Lampos

Preprint, 2012

DOI Bib PDF

@article{Lampos2012voting,
  title = {{On voting intentions inference from Twitter content: a case study on UK 2010 General Election}},
  author = {Lampos, Vasileios},
  journal = {Preprint},
  year = {2012},
  doi = {10.48550/arXiv.1204.0423},
}

2010

Tracking the flu pandemic by monitoring the Social Web

Vasileios Lampos and Nello Cristianini

In Proc. of the 2nd International Workshop on Cognitive Information Processing, 2010

Awarded DOI Bib PDF

Best Paper Award

@inproceedings{Lampos2010a,
  author = {Lampos, Vasileios and Cristianini, Nello},
  booktitle = {Proc. of the 2nd International Workshop on Cognitive Information Processing},
  title = {{Tracking the flu pandemic by monitoring the Social Web}},
  year = {2010},
  pages = {411--416},
  doi = {10.1109/CIP.2010.5604088},
}

Flu Detector: Tracking Epidemics on Twitter

Vasileios Lampos, Tijl De Bie, and Nello Cristianini

In Proc. of the European Conference on Machine Learning and Knowledge Discovery in Databases, 2010

DOI Bib PDF

@inproceedings{Lampos2010b,
  author = {Lampos, Vasileios and De Bie, Tijl and Cristianini, Nello},
  title = {{Flu Detector: Tracking Epidemics on Twitter}},
  booktitle = {Proc. of the European Conference on Machine Learning and Knowledge Discovery in Databases},
  year = {2010},
  pages = {599--602},
  doi = {10.1007/978-3-642-15939-8_42},
}