Imperial College London

ProfessorNiallAdams

Faculty of Natural SciencesDepartment of Mathematics

Professor of Statistics
 
 
 
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Contact

 

+44 (0)20 7594 8837n.adams Website

 
 
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Location

 

544Huxley BuildingSouth Kensington Campus

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Summary

 

Summary

Niall Adams is Professor of Statistics at Imperial College London. In addition to a variety of undergraduate and postgraduate teaching, he conducts research in classification, data mining, streaming data analysis and spatial statistics. Applications for this research are diverse, including bioinformatics, cyber-security  and retail finance.

Dr Niall Adams' personal web page can be found at http://stats.ma.ic.ac.uk/~nadams

 

 

 

Other Significant Activities

Editorial panel for Applied Statistics,  Journal of the Royal Statistical Society Series C (2008-2012)

Editorial panel for Statistical Analysis and Data Mining (2009-2014)

Plenary Lectures

Ed: Big Data in Cyber-Security: Host-Based IP Flow Monitoring using Adaptive Estimation”, (invited keynote) SITA 13, 8th International Conference on Intelligent Systems: Theories and Applications, Rabat, Morocco, (2013)

“Efficient streaming classification methods”, (invited), German Classification Society, Karlshrue, Germany (2010). 

 “Temporally-adaptive linear classification for handling population drift in credit scoring”, (invited), COMPSTAT 2010, Paris, France (2010). 

Publications

Journals

Lau D, Butler L, Adams N, et al., Real-time Statistical Modelling of Data Generated from Self-Sensing Bridges, Proceedings of the Institution of Civil Engineers - Civil Engineering, ISSN:0965-089X

Lau FD-H, Adams NM, Girolami MA, et al., 2018, The role of statistics in data-centric engineering, Statistics & Probability Letters, Vol:136, ISSN:0167-7152, Pages:58-62

Noble J, Adams NM, 2018, Real-Time Dynamic Network Anomaly Detection, Ieee Intelligent Systems, Vol:33, ISSN:1541-1672, Pages:5-18

Bodenham DA, Adams NM, 2017, Continuous monitoring for changepoints in data streams using adaptive estimation, Statistics and Computing, Vol:27, ISSN:0960-3174, Pages:1257-1270

Conference

Evans LPG, adams N, anagnostopoulos C, When Does Active Learning Work?, Advances in Intelligent Data Analysis XII, ISSN:0302-9743

More Publications