default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDNiall M. Adams
Person information
- affiliation: Imperial College London, UK
- affiliation: University of Bristol, UK
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j40]Jack Hogan, Niall M. Adams:
On Averaging ROC Curves. Trans. Mach. Learn. Res. 2023 (2023)- 2022
- [j39]Yazhe Li
, Niall M. Adams, Tony Bellotti:
A Relabeling Approach to Handling the Class Imbalance Problem for Logistic Regression. J. Comput. Graph. Stat. 31(1): 241-253 (2022) - [j38]Leigh Shlomovich, Edward A. K. Cohen, Niall M. Adams, Lekha Patel:
Parameter Estimation of Binned Hawkes Processes. J. Comput. Graph. Stat. 31(4): 990-1000 (2022) - [j37]Leigh Shlomovich, Edward A. K. Cohen, Niall M. Adams:
A parameter estimation method for multivariate binned Hawkes processes. Stat. Comput. 32(6): 98 (2022) - [j36]Karl L. Hallgren, Nicholas A. Heard, Niall M. Adams:
Changepoint detection in non-exchangeable data. Stat. Comput. 32(6): 110 (2022) - [j35]Henrique Hoeltgebaum, Niall M. Adams, Cristiano Fernandes:
Estimation, Forecasting, and Anomaly Detection for Nonstationary Streams Using Adaptive Estimation. IEEE Trans. Cybern. 52(8): 7956-7967 (2022) - 2021
- [j34]Joshua Plasse, Henrique Hoeltgebaum, Niall M. Adams:
Streaming changepoint detection for transition matrices. Data Min. Knowl. Discov. 35(4): 1287-1316 (2021) - [j33]Joshua Plasse, Henrique Hoeltgebaum, Niall M. Adams:
Correction to: Streaming changepoint detection for transition matrices. Data Min. Knowl. Discov. 35(4): 1317 (2021) - [j32]Elizabeth Riddle-Workman, Marina Evangelou, Niall M. Adams:
Multi-type relational clustering for enterprise cyber-security networks. Pattern Recognit. Lett. 149: 172-178 (2021) - [i7]Neil Dhir, Henrique Hoeltgebaum, Niall M. Adams, Mark Briers, Anthony Burke, Paul Jones:
Prospective Artificial Intelligence Approaches for Active Cyber Defence. CoRR abs/2104.09981 (2021) - 2020
- [j31]Marina Evangelou, Niall M. Adams:
An anomaly detection framework for cyber-security data. Comput. Secur. 97: 101941 (2020) - [j30]Maha Bakoben, Tony Bellotti, Niall M. Adams:
Identification of credit risk based on cluster analysis of account behaviours. J. Oper. Res. Soc. 71(5): 775-783 (2020)
2010 – 2019
- 2019
- [j29]Joshua Plasse, Niall M. Adams:
Multiple changepoint detection in categorical data streams. Stat. Comput. 29(5): 1109-1125 (2019) - 2018
- [j28]Jordan Noble, Niall M. Adams:
Real-Time Dynamic Network Anomaly Detection. IEEE Intell. Syst. 33(2): 5-18 (2018) - [c49]Scott Ward, Edward A. K. Cohen, Niall M. Adams:
Fusing multimodal microscopy data for improved cell boundary estimation and fluorophore localization of Pseudomonas aeruginosa. ACSSC 2018: 1177-1181 - [c48]Elizabeth Riddle-Workman, Marina Evangelou, Niall M. Adams:
Adaptive Anomaly Detection on Network Data Streams. ISI 2018: 19-24 - [c47]Jack Hogan, Niall M. Adams:
A Study of Data Fusion for Predicting Novel Activity in Enterprise Cyber-Security. ISI 2018: 37-42 - 2017
- [j27]Dean A. Bodenham, Niall M. Adams:
Continuous monitoring for changepoints in data streams using adaptive estimation. Stat. Comput. 27(5): 1257-1270 (2017) - [c46]Christopher Schon, Niall M. Adams, Marina Evangelou:
Clustering and monitoring edge behaviour in enterprise network traffic. ISI 2017: 31-36 - [e5]Niall M. Adams, Allan Tucker, David John Weston:
Advances in Intelligent Data Analysis XVI - 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017, Proceedings. Lecture Notes in Computer Science 10584, Springer 2017, ISBN 978-3-319-68764-3 [contents] - [i6]Xue Lu, Niall M. Adams, Nikolas Kantas:
On Adaptive Estimation for Dynamic Bernoulli Bandits. CoRR abs/1712.03134 (2017) - 2016
- [j26]Maha Bakoben, Anthony Bellotti, Niall M. Adams:
Improving clustering performance by incorporating uncertainty. Pattern Recognit. Lett. 77: 28-34 (2016) - [j25]Dean A. Bodenham, Niall M. Adams:
A comparison of efficient approximations for a weighted sum of chi-squared random variables. Stat. Comput. 26(4): 917-928 (2016) - [c45]Joshua Plasse, Niall M. Adams:
Handling delayed labels in temporally evolving data streams. IEEE BigData 2016: 2416-2424 - [c44]Maha Bakoben, Niall M. Adams, Anthony Bellotti:
Uncertainty Aware Clustering for Behaviour in Enterprise Networks. ICDM Workshops 2016: 269-272 - [c43]Jordan Noble, Niall M. Adams:
Correlation-Based Streaming Anomaly Detection in Cyber-Security. ICDM Workshops 2016: 311-318 - [c42]Marina Evangelou, Niall M. Adams:
Predictability of NetFlow data. ISI 2016: 67-72 - [c41]Patrick Rubin-Delanchy, Niall M. Adams, Nicholas A. Heard:
Disassortativity of computer networks. ISI 2016: 243-247 - [c40]Mark Whitehouse, Marina Evangelou, Niall M. Adams:
Activity-based temporal anomaly detection in enterprise-cyber security. ISI 2016: 248-250 - 2015
- [i5]Lewis Percival Gordon Evans, Niall M. Adams, Christoforos Anagnostopoulos:
Estimating Optimal Active Learning via Model Retraining Improvement. CoRR abs/1502.01664 (2015) - 2014
- [j24]David J. Hand, Niall M. Adams:
Selection bias in credit scorecard evaluation. J. Oper. Res. Soc. 65(3): 408-415 (2014) - [c39]Patrick Rubin-Delanchy, Daniel J. Lawson, Melissa J. Turcotte, Nicholas A. Heard, Niall M. Adams:
Three Statistical Approaches to Sessionizing Network Flow Data. JISIC 2014: 244-247 - [c38]Daniel J. Lawson, Patrick Rubin-Delanchy, Nicholas A. Heard, Niall M. Adams:
Statistical Frameworks for Detecting Tunnelling in Cyber Defence Using Big Data. JISIC 2014: 248-251 - [c37]Dean Adam Bodenham, Niall M. Adams:
Adaptive Change Detection for Relay-Like Behaviour. JISIC 2014: 252-255 - [c36]Niall M. Adams, Daniel J. Lawson:
An Approximate Framework for Flexible Network Flow Screening. JISIC 2014: 256-259 - [i4]Lewis Percival Gordon Evans, Niall M. Adams, Christoforos Anagnostopoulos:
Targeting Optimal Active Learning via Example Quality. CoRR abs/1407.8042 (2014) - [i3]Lewis Percival Gordon Evans, Niall M. Adams, Christoforos Anagnostopoulos:
When does Active Learning Work? CoRR abs/1408.1319 (2014) - 2013
- [j23]Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams:
Sequential monitoring of a Bernoulli sequence when the pre-change parameter is unknown. Comput. Stat. 28(2): 463-479 (2013) - [c35]Dean Adam Bodenham, Niall M. Adams:
Continuous Monitoring of a Computer Network Using Multivariate Adaptive Estimation. ICDM Workshops 2013: 311-318 - [c34]Lewis Percival Gordon Evans, Niall M. Adams, Christoforos Anagnostopoulos:
When Does Active Learning Work? IDA 2013: 174-185 - 2012
- [j22]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Adaptive consumer credit classification. J. Oper. Res. Soc. 63(12): 1645-1654 (2012) - [j21]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand:
Exponentially weighted moving average charts for detecting concept drift. Pattern Recognit. Lett. 33(2): 191-198 (2012) - [j20]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand:
Erratum to "Exponentially weighted moving average charts for detecting concept drift" [Pattern Recognition Lett. 33(2) (2012) 191-198]. Pattern Recognit. Lett. 33(16): 2261 (2012) - [j19]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, Nicos G. Pavlidis, David J. Hand:
Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Stat. Anal. Data Min. 5(2): 139-166 (2012) - [c33]Aidan O'Sullivan, Niall M. Adams, Iead Rezek:
Canonical Correlation Analysis for Detecting Changes in Network Structure. ICDM Workshops 2012: 250-257 - [i2]Gordon J. Ross, Niall M. Adams, Dimitris K. Tasoulis, David J. Hand:
Exponentially Weighted Moving Average Charts for Detecting Concept Drift. CoRR abs/1212.6018 (2012) - 2011
- [j18]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
lambda-Perceptron: An adaptive classifier for data streams. Pattern Recognit. 44(1): 78-96 (2011) - [j17]Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams:
Nonparametric Monitoring of Data Streams for Changes in Location and Scale. Technometrics 53(4): 379-389 (2011) - [c32]Wesley Kerr, Paul R. Cohen, Niall M. Adams:
Recognizing players' activities and hidden state. FDG 2011: 84-90 - 2010
- [j16]Nicos G. Pavlidis, Niall M. Adams, David Nicholson, David J. Hand:
Prospects for Bandit Solutions in Sensor Management. Comput. J. 53(9): 1370-1383 (2010) - [j15]Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand:
Streaming Covariance Selection with Applications to Adaptive Querying in Sensor Networks. Comput. J. 53(9): 1401-1414 (2010) - [j14]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Selective fusion of out-of-sequence measurements. Inf. Fusion 11(2): 183-191 (2010) - [c31]Niall M. Adams, Dimitris K. Tasoulis, Christoforos Anagnostopoulos, David J. Hand:
Temporally-Adaptive Linear Classification for Handling Population Drift in Credit Scoring. COMPSTAT 2010: 167-176 - [c30]David John Weston, Niall M. Adams, Yoonseong Kim, David J. Hand:
Fault Mining Using Peer Group Analysis. GfKl 2010: 453-461 - [c29]Adam M. Sykulski, Niall M. Adams, Nicholas R. Jennings:
On-Line Adaptation of Exploration in the One-Armed Bandit with Covariates Problem. ICMLA 2010: 459-464 - [c28]Niall M. Adams, Paul R. Cohen, Michael R. Berthold:
Changing the Focus of the IDA Symposium. IDA 2010: 1-5 - [e4]Paul R. Cohen, Niall M. Adams, Michael R. Berthold:
Advances in Intelligent Data Analysis IX, 9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings. Lecture Notes in Computer Science 6065, Springer 2010, ISBN 978-3-642-13061-8 [contents]
2000 – 2009
- 2009
- [j13]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Temporally adaptive estimation of logistic classifiers on data streams. Adv. Data Anal. Classif. 3(3): 243-261 (2009) - [j12]Christopher Whitrow, David J. Hand, Piotr Juszczak, David John Weston, Niall M. Adams:
Transaction aggregation as a strategy for credit card fraud detection. Data Min. Knowl. Discov. 18(1): 30-55 (2009) - [c27]Paul R. Cohen, Niall M. Adams:
Intelligent Data Analysis in the 21st Century. IDA 2009: 1-9 - [c26]Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams:
Online annotation and prediction for regime switching data streams. SAC 2009: 1501-1505 - [e3]Niall M. Adams, Céline Robardet, Arno Siebes, Jean-François Boulicaut:
Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lyon, France, August 31 - September 2, 2009. Proceedings. Lecture Notes in Computer Science 5772, Springer 2009, ISBN 978-3-642-03914-0 [contents] - 2008
- [j11]David John Weston, David J. Hand, Niall M. Adams, Christopher Whitrow, Piotr Juszczak:
Plastic card fraud detection using peer group analysis. Adv. Data Anal. Classif. 2(1): 45-62 (2008) - [j10]Piotr Juszczak, Niall M. Adams, David J. Hand, Christopher Whitrow, David John Weston:
Off-the-peg and bespoke classifiers for fraud detection. Comput. Stat. Data Anal. 52(9): 4521-4532 (2008) - [j9]David J. Hand, Christopher Whitrow, Niall M. Adams, Piotr Juszczak, David John Weston:
Performance criteria for plastic card fraud detection tools. J. Oper. Res. Soc. 59(7): 956-962 (2008) - [c25]Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams:
Online optimization for variable selection in data streams. ECAI 2008: 132-136 - [c24]Paul R. Cohen, Carole R. Beal, Niall M. Adams:
The Design, Deployment and Evaluation of the AnimalWatch Intelligent Tutoring System. ECAI 2008: 663-667 - [c23]Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Dynamic Multi-Armed Bandit with Covariates. ECAI 2008: 777-778 - [c22]Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand:
Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. SAC 2008: 961-965 - [c21]Christoforos Anagnostopoulos, Niall M. Adams:
Simulating Dynamic Covariance Structures for Testing the Adaptive Behavior of Variable Selection Algorithms. UKSim 2008: 52-57 - [c20]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks. UKSim 2008: 661-666 - 2007
- [j8]Paul R. Cohen, Niall M. Adams, Brent Heeringa:
Voting experts: An unsupervised algorithm for segmenting sequences. Intell. Data Anal. 11(6): 607-625 (2007) - [j7]Carol Shiels, Niall M. Adams, Suhail A. Islam, David A. Stephens, Paul S. Freemont:
Quantitative Analysis of Cell Nucleus Organisation. PLoS Comput. Biol. 3(7) (2007) - [c19]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Should Delayed Measurements Always be Incorporated in Filtering? DSP 2007: 264-267 - [c18]Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams:
Visualising the Cluster Structure of Data Streams. IDA 2007: 81-92 - [i1]Niall M. Adams, David J. Hand:
Note on parallel universes. Parallel Universes and Local Patterns 2007 - 2006
- [j6]Kirk J. McManus, David A. Stephens, Niall M. Adams, Suhail A. Islam, Paul S. Freemont, Michael J. Hendzel:
The Transcriptional Regulator CBP Has Defined Spatial Associations within Interphase Nuclei. PLoS Comput. Biol. 2(10) (2006) - [c17]Dimitris K. Tasoulis, Niall M. Adams, David J. Hand:
Unsupervised Clustering In Streaming Data. ICDM Workshops 2006: 638-642 - 2004
- [c16]David J. Hand, Niall M. Adams, Nick A. Heard:
Pattern Discovery Tools for Detecting Cheating in Student Coursework. Local Pattern Detection 2004: 39-52 - 2003
- [c15]Richard J. Bolton, Niall M. Adams:
An iterative hypothesis-testing strategy for pattern discovery. KDD 2003: 49-58 - 2002
- [c14]Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams:
Contentful Mental States for Robot Baby. AAAI/IAAI 2002: 126-131 - [c13]Richard J. Bolton, David J. Hand, Niall M. Adams:
Determining Hit Rate in Pattern Search. Pattern Detection and Discovery 2002: 36-48 - [c12]Paul R. Cohen, Brent Heeringa, Niall M. Adams:
An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes. Pattern Detection and Discovery 2002: 49-62 - [c11]Paul R. Cohen, Brent Heeringa, Niall M. Adams:
Unsupervised Segmentation of Categorical Time Series into Episodes. ICDM 2002: 99-106 - [e2]David J. Hand, Niall M. Adams, Richard J. Bolton:
Pattern Detection and Discovery, ESF Exploratory Workshop, London, UK, September 16-19, 2002, Proceedings. Lecture Notes in Computer Science 2447, Springer 2002, ISBN 3-540-44148-4 [contents] - 2001
- [j5]Niall M. Adams, David J. Hand, Robert J. Till:
Mining for classes and patterns in behavioural data. J. Oper. Res. Soc. 52(9): 1017-1024 (2001) - [c10]Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal:
Robot Baby 2001. ALT 2001: 32-56 - [c9]Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal:
Robot Baby 2001. Discovery Science 2001: 29 - [c8]Paul R. Cohen, Niall M. Adams:
An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. IDA 2001: 198-207 - [c7]Paul R. Cohen, Niall M. Adams, David J. Hand:
The IDA'01 Robot Data Challenge. IDA 2001: 378-382 - [c6]David J. Hand, Niall M. Adams, Mark G. Kelly:
Multiple Classifier Systems Based on Interpretable Linear Classifiers. Multiple Classifier Systems 2001: 136-147 - [e1]Frank Hoffmann, David J. Hand, Niall M. Adams, Douglas H. Fisher, Gabriela Guimarães:
Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings. Lecture Notes in Computer Science 2189, Springer 2001, ISBN 3-540-42581-0 [contents] - 2000
- [j4]Niall M. Adams, David J. Hand:
An improved measure for comparing diagnostic tests. Comput. Biol. Medicine 30(2): 89-96 (2000) - [j3]Niall M. Adams, David J. Hand:
Improving the Practice of Classifier Performance Assessment. Neural Comput. 12(2): 305-311 (2000)
1990 – 1999
- 1999
- [j2]Niall M. Adams, David J. Hand:
Comparing classifiers when the misallocation costs are uncertain. Pattern Recognit. 32(7): 1139-1147 (1999) - [c5]Mark G. Kelly, David J. Hand, Niall M. Adams:
Supervised Classification Problems: How to Be Both Judge and Jury. IDA 1999: 235-244 - [c4]Mark G. Kelly, David J. Hand, Niall M. Adams:
The Impact of Changing Populations on Classifier Performance. KDD 1999: 367-371 - 1998
- [c3]Niall M. Adams, David J. Hand, H. G. Li:
A Simulation Study of Indirect Prognostic Classification. COMPSTAT 1998: 149-154 - [c2]Mark G. Kelly, David J. Hand, Niall M. Adams:
Defining the Goals to Optimise Data Mining Performance. KDD 1998: 234-238 - 1997
- [c1]David J. Hand, Keming Yu, Niall M. Adams:
Asessing and Improving Classification Rules. AISTATS 1997: 243-254 - 1996
- [j1]Niall M. Adams, S. P. J. Kirby, P. Harris, D. B. Clegg:
A review of parallel processing for statistical computation. Stat. Comput. 6(1): 37-49 (1996)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-02 20:17 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
