Imperial College London

ProfessorNiallAdams

Faculty of Natural SciencesDepartment of Mathematics

Professor of Statistics
 
 
 
//

Contact

 

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

 
 
//

Location

 

544Huxley BuildingSouth Kensington Campus

//

Summary

 

Publications

Publication Type
Year
to

90 results found

Adams N, Plasse J, Multiple changepoint detection in categorical data streams, Statistics and Computing

JOURNAL ARTICLE

Adams N, Bellotti A, Bakoben M, Identification of Credit Risk Based on Cluster Analysis of Account Behaviours, Journal of the Operational Research Society, ISSN: 0160-5682

JOURNAL ARTICLE

Riddle-Workman E, Evangelou M, Adams N, Adaptive Anomaly Detection on Network Data Streams, IEEE Conference on Intelligence and Security Informatics (ISI) 2018, Publisher: IEEE

As the number of cyber-attacks increases, there hasbeen increasing emphasis on developing complementary methodsof detection to the existing signature-based approaches. This workbuilds upon a previously discovered persistent structure withinthe Los Alamos National Laboratory network data sources,to develop a regression based streaming anomaly detectionmechanism that can adapt to the network behaviour over time.The methodology has also been applied to a new data set of thesame network to assess the extent of its pertinence in time.

CONFERENCE PAPER

Lau FD-H, Adams NM, Girolami MA, Butler LJ, Elshafie MZEBet al., 2018, The role of statistics in data-centric engineering, STATISTICS & PROBABILITY LETTERS, Vol: 136, Pages: 58-62, ISSN: 0167-7152

JOURNAL ARTICLE

Noble J, Adams NM, 2018, Real-Time Dynamic Network Anomaly Detection, IEEE INTELLIGENT SYSTEMS, Vol: 33, Pages: 5-18, ISSN: 1541-1672

JOURNAL ARTICLE

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

JOURNAL ARTICLE

Hoagn J, Cohen E, Adams N, 2017, Devising a fairer method for adjusting target scores in interrupted one-day international cricket, ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS, Vol: 10, Pages: 745-758, ISSN: 2070-5948

JOURNAL ARTICLE

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

JOURNAL ARTICLE

Schon C, Adams N, Evangelou M, 2017, Clustering and Monitoring Edge Behaviour in Enterprise Network Traffic, 15th IEEE International Conference on Intelligence and Security Informatics - Security and Big Data (ISI), Publisher: IEEE, Pages: 31-36

CONFERENCE PAPER

Bodenham DA, Adams NM, 2016, A comparison of efficient approximations for a weighted sum of chi-squared random variables, STATISTICS AND COMPUTING, Vol: 26, Pages: 917-928, ISSN: 0960-3174

JOURNAL ARTICLE

Bakoben M, Bellotti A, Adams N, 2016, Improving clustering performance by incorporating uncertainty, PATTERN RECOGNITION LETTERS, Vol: 77, Pages: 28-34, ISSN: 0167-8655

JOURNAL ARTICLE

Bakoben M, Adams N, Bellotti A, 2016, Uncertainty aware clustering for behaviour in enterprise networks, 16th IEEE International Conference on Data Mining (ICDM), Publisher: IEEE, Pages: 269-272, ISSN: 2375-9232

CONFERENCE PAPER

Noble J, Adams NM, 2016, Correlation-based Streaming Anomaly Detection in Cyber-Security, 16th IEEE International Conference on Data Mining (ICDM), Publisher: IEEE, Pages: 311-318, ISSN: 2375-9232

CONFERENCE PAPER

Whitehouse M, Evangelou M, Adams NM, 2016, Activity-based temporal anomaly detection in enterprise-cyber security, 14th IEEE International Conference on Intelligence and Security Informatics - Cybersecurity and Big Data (IEEE ISI), Publisher: IEEE, Pages: 248-250

CONFERENCE PAPER

Evangelou M, Adams NM, 2016, Predictability of NetFlow data, 14th IEEE International Conference on Intelligence and Security Informatics - Cybersecurity and Big Data (IEEE ISI), Publisher: IEEE, Pages: 67-72

CONFERENCE PAPER

Rubin-Delanchy P, Adams NM, Heard NA, 2016, Disassortativity of Computer Networks, 14th IEEE International Conference on Intelligence and Security Informatics - Cybersecurity and Big Data (IEEE ISI), Publisher: IEEE, Pages: 243-247

CONFERENCE PAPER

Plasse J, Adams N, 2016, Handling Delayed Labels in Temporally Evolving Data Streams, 4th IEEE International Conference on Big Data (Big Data), Publisher: IEEE, Pages: 2416-2424

CONFERENCE PAPER

Weston DJ, Russell RA, Batty E, Jensen K, Stephens DA, Adams NM, Freemont PSet al., 2015, New quantitative approaches reveal the spatial preference of nuclear compartments in mammalian fibroblasts, JOURNAL OF THE ROYAL SOCIETY INTERFACE, Vol: 12, ISSN: 1742-5689

JOURNAL ARTICLE

Hand DJ, Adams NM, 2014, Selection bias in credit scorecard evaluation, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, Vol: 65, Pages: 408-415, ISSN: 0160-5682

JOURNAL ARTICLE

Adams NM, Lawson D, 2014, An approximate framework for flexible network flow screening, IEEE Joint Intelligence and Security Informatics Conference (JISIC 2014), Publisher: IEEE, Pages: 256-259

CONFERENCE PAPER

Rubin-Delanchy P, Lawson DJ, Turcotte MJ, Heard N, Adams Net al., 2014, Three statistical approaches to sessionizing network flow data, IEEE Joint Intelligence and Security Informatics Conference (JISIC 2014), Publisher: IEEE, Pages: 244-247

CONFERENCE PAPER

Bodenham DA, Adams NM, 2014, Adaptive change detection for relay-like behaviour, IEEE Joint Intelligence and Security Informatics Conference (JISIC 2014), Publisher: IEEE, Pages: 252-255

CONFERENCE PAPER

Lawson DJ, Rubin-Delanchy P, Heard N, Adams Net al., 2014, Statistical frameworks for detecting tunnelling in cyber defence using big data, IEEE Joint Intelligence and Security Informatics Conference (JISIC 2014), Publisher: IEEE, Pages: 248-251

CONFERENCE PAPER

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

CONFERENCE PAPER

Ross GJ, Tasoulis DK, Adams NM, 2013, Sequential monitoring of a Bernoulli sequence when the pre-change parameter is unknown, COMPUTATIONAL STATISTICS, Vol: 28, Pages: 463-479, ISSN: 0943-4062

JOURNAL ARTICLE

Bodenham DA, Adams NM, 2013, Continuous monitoring of a computer network using multivariate adaptive estimation, IEEE 13th International Conference on Data Mining (ICDM), Publisher: IEEE, Pages: 311-318, ISSN: 2375-9232

CONFERENCE PAPER

Evans LPG, Adams NM, Anagnostopoulos C, 2013, When Does Active Learning Work?, 12th International Symposium on Intelligent Data Analysis (IDA), Publisher: SPRINGER-VERLAG BERLIN, Pages: 174-185, ISSN: 0302-9743

CONFERENCE PAPER

Ross GJ, Adams NM, Tasoulis DK, Hand DJet al., 2012, Exponentially weighted moving average charts for detecting concept drift (vol 33, pg 191, 2012), PATTERN RECOGNITION LETTERS, Vol: 33, Pages: 2261-2261, ISSN: 0167-8655

JOURNAL ARTICLE

Pavlidis NG, Tasoulis DK, Adams NM, Hand DJet al., 2012, Adaptive consumer credit classification, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, Vol: 63, Pages: 1645-1654, ISSN: 0160-5682

JOURNAL ARTICLE

Weston DJ, Adams NM, Russell RA, Stephens DA, Freemont PSet al., 2012, Analysis of Spatial Point Patterns in Nuclear Biology, PLOS ONE, Vol: 7, ISSN: 1932-6203

JOURNAL ARTICLE

This data is extracted from the Web of Science and reproduced under a licence from Thomson Reuters. You may not copy or re-distribute this data in whole or in part without the written consent of the Science business of Thomson Reuters.

Request URL: http://wlsprd.imperial.ac.uk:80/respub/WEB-INF/jsp/search-html.jsp Request URI: /respub/WEB-INF/jsp/search-html.jsp Query String: respub-action=search.html&id=00171754&limit=30&person=true