Dr David Weston

Overview

Overview

ORCID
0000-0001-9459-3430
Supervision and teaching
Supervision and teaching

Supervision

Supervisions within Birkbeck:

3

Current doctoral researchers
- JAYBE AMMONS
  
  Nature of supervision:
  Principal Supervisor, Aug 2023 onwards
  
  Title of thesis:
  Scaling Data Capacity and Throughput in Encrypted Deduplication with Segment Chunks and Index Locality
- MANNI SINGH
  
  Nature of supervision:
  Principal Supervisor, Aug 2023 onwards
Doctoral alumni since 2013-14
- ABUL HASAN
  
  Nature of supervision:
  Joint Principal Supervisor, Jan 2016
  
  Title of thesis:
  Extracting Health Information from Social Media
  
  Awarded:
  2022
Teaching

Teaching modules
- Data Science Applications and Techniques (BUCI071H6)
- Analytical Foundations of Data Science (BUCI091H7)
Publications
Publications
Article
- HASAN, Abul and Levene, Mark and Weston, David and Fromson, R. and Koslover, N. and Levene, T. (2022) Monitoring COVID-19 on social media: development of an end-to-end natural language processing pipeline using a novel triage and diagnosis approach. Journal of Medical Internet Research 24 (2), pp. e30397. ISSN 1438-8871.
- Stamate, Cosmin and Saez Pons, Joan and Weston, David and Roussos, George (2021) PDKit: a data science toolkit for the digital assessment of Parkinson's Disease. PLoS Computational Biology 17 (3), pp. e1008833. ISSN 1553-7358.
- Poulton, Marcus J. and Noulas, A. and Weston, David J. and Roussos, George (2018) Modelling metropolitan-area ambulance mobility under blue light conditions. IEEE Access 7, pp. 1390-1403. ISSN 2169-3536.
- Weston, David J. and Russell, R.A. and Batty, E. and Jensen, K. and Stephens, D.A. and Adams, N.M. and Freemont, P.S. (2015) New quantitative approaches reveal the spatial preference of nuclear compartments in mammalian fibroblasts. Journal of The Royal Society Interface 12 (104), ISSN 1742-5689.
- Heard, N.A. and Weston, David J. and Platanioti, K. and Hand, D.J. (2010) Bayesian anomaly detection methods for social networks. The Annals of Applied Statistics 4 (2), pp. 645-662. ISSN 1932-6157.
- Whitrow, C. and Hand, D.J. and Juszczak, P. and Weston, David J. and Adams, N.M. (2009) Transaction aggregation as a strategy for credit card fraud detection. Data Mining and Knowledge Discovery 18 (1), pp. 30-55. ISSN 1384-5810.
- Juszczak, P. and Adams, N.M. and Hand, D.J. and Whitrow, C. and Weston, David J. (2008) Off-the-peg and bespoke classifiers for fraud detection. Computational Statistics & Data Analysis 52 (9), pp. 4521-4532. ISSN 0167-9473.
- Weston, David J. and Hand, D.J. and Adams, N.M. and Whitrow, C. and Juszczak, P. (2008) Plastic card fraud detection using peer group analysis. Advances in Data Analysis and Classification 2 (1), pp. 45-62. ISSN 1862-5347.
Book Section
- Singh, Manni and Weston, David and Levene, Mark (2020) Supervised phrase-boundary embeddings. In: Berthold, M.R. and Feelders, A. and Krempl, G. (eds.) Advances in Intelligent Data Analysis XVIII. Lecture Notes in Computer Science. Springer. pp. 470-482. ISBN 9783030445836.
- Hasan, Abul and Levene, Mark and Weston, David J. (2017) Natural language analysis of online health forums. In: Adams, N. and Tucker, A. and Weston, David J. (eds.) Advances in Intelligent Data Analysis XVI 16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings. Lecture Notes in Computer Science. Springer. pp. 125-137. ISBN 9783319687643.
- Weston, David J. (2016) A framework for interpolating scattered data using space-filling curves. In: Boström, H. and Knobbe, A. and Soares, C. and Papapetrou, P. (eds.) Advances in Intelligent Data Analysis XV. Lecture Notes in Computer Science. New York, U.S.: Springer International Publishing. pp. 249-260. ISBN 9783319463483.
- Weston, David J. (2014) Exploiting novel properties of space-filling curves for data analysis. In: Blockeel, H. and van Leeuwen, M. and Vinciotti, V. (eds.) Advances in Intelligent Data Analysis XIII: 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings. Lecture Notes in Computer Science. New York, U.S.: Springer International Publishing. pp. 356-367. ISBN 9783319125701.
- Weston, David J. and Adams, N.M. and Kim, Y. and Hand, D.J. (2012) Fault mining using peer group analysis. In: Gaul, W.A. and Geyer-Schulz, A. and Schmidt-Thieme, L. and Kunze, J. (eds.) Challenges at the Interface of Data Analysis, Computer Science, and Optimization. Studies in Classification, Data Analysis, and Knowledge Organization. Berlin, Germany: Springer Verlag. pp. 453-461. ISSN 1431-8814. ISBN 9783642244650.

Overview

ORCID

Supervision and teaching

Supervision

Current doctoral researchers

JAYBE AMMONS

MANNI SINGH

Doctoral alumni since 2013-14

ABUL HASAN

Teaching

Teaching modules

Publications

Article

Book Section