Edit Profile (opens in new tab) Adams, Niall M. Compute Distance To: Compute Author ID: adams.niall-m Published as: Adams, Niall M.; Adams, Niall; Adams, N. M. more...less Documents Indexed: 32 Publications since 2000 7 Contributions as Editor Co-Authors: 43 Co-Authors with 39 Joint Publications 489 Co-Co-Authors all top 5 Co-Authors 0 single-authored 16 Hand, David J. 6 Cohen, Paul R. 5 Tasoulis, Dimitris K. 3 Anagnostopoulos, Christoforos 3 Cohen, Edward A. K. 3 Hoeltgebaum, Henrique 3 Holmes, Christopher C. 3 Plasse, Joshua 2 Beal, Carole R. 2 Bodenham, Dean A. 2 Bolton, Richard J. 2 Fisher, Douglas H. 2 Guimaraes, Gabriela 2 Juszczak, Piotr 2 Lau, F. Din-Houn 2 Oates, Tim 2 Pavlidis, Nicos G. 2 Shlomovich, Leigh 2 Weston, David J. 2 Whitrow, Christopher 1 Bellotti, Tony 1 Berthold, Michael R. 1 Boulicaut, Jean-François 1 Butler, Liam J. 1 Crowder, Martin J. 1 Denison, David G. T. 1 Elshafie, Mohammed Z. E. B. 1 Girolami, Mark A. 1 Gui Li, H. 1 Hallgren, Karl L. 1 Heard, Nicholas A. 1 Heeringa, Brent 1 Hoffmann, Frank 1 Jasra, Ajay 1 Kelly, Mark G. 1 Li, Yazhe 1 Patel, Lekha 1 Robardet, Céline 1 Ross, Gordon J. 1 Siebes, Arno P. J. M. 1 Stephens, Dave 1 Till, Robert J. 1 Tsagaris, Theodoros all top 5 Serials 5 Statistics and Computing 4 Lecture Notes in Computer Science 3 Computational Statistics and Data Analysis 2 Data Mining and Knowledge Discovery 2 Advances in Data Analysis and Classification. ADAC 2 Journal of Computational and Graphical Statistics 1 Biometrika 1 Journal of the Operational Research Society 1 Statistics & Probability Letters 1 Computational Statistics 1 Pattern Recognition 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 1 Quantitative Finance 1 Statistical Analysis and Data Mining 1 The Annals of Applied Statistics all top 5 Fields 25 Statistics (62-XX) 17 Computer science (68-XX) 5 General and overarching topics; collections (00-XX) 3 Numerical analysis (65-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Probability theory and stochastic processes (60-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 21 Publications have been cited 94 times in 71 Documents Cited by ▼ Year ▼ A probabilistic nearest neighbour method for statistical pattern recognition. Zbl 1059.62065Holmes, C. C.; Adams, N. M. 16 2002 A comparison of efficient approximations for a weighted sum of chi-squared random variables. Zbl 1342.62012Bodenham, Dean A.; Adams, Niall M. 12 2016 \(\lambda \)-perceptron: an adaptive classifier for data streams. Zbl 1211.68134Pavlidis, N. G.; Tasoulis, D. K.; Adams, N. M.; Hand, D. J. 9 2011 Likelihood inference in nearest-neighbour classification models. Zbl 1034.62053Holmes, Christopher C.; Adams, Niall M. 8 2003 Defining attributes for scorecard construction in credit scoring. Zbl 0963.62053Hand, David J.; Adams, Niall M. 6 2000 Supervised classification with structured class definitions. Zbl 1080.62526Hand, D. J.; Gui Li, H.; Adams, N. M. 5 2001 Bayesian partition modelling. Zbl 1040.62015Denison, D. G. T.; Adams, N. M.; Holmes, C. C.; Hand, D. J. 5 2002 The role of statistics in data-centric engineering. Zbl 1463.62377Lau, F. Din-Houn; Adams, Niall M.; Girolami, Mark A.; Butler, Liam J.; Elshafie, Mohammed Z. E. B. 5 2018 Continuous monitoring for changepoints in data streams using adaptive estimation. Zbl 06737710Bodenham, Dean A.; Adams, Niall M. 4 2017 Mining for classes and patterns in behavioural data. Zbl 1181.91323Adams, N. M.; Hand, D. J.; Till, R. J. 3 2001 Determining hit rate in pattern search. Zbl 1019.68653Bolton, Richard J.; Hand, David J.; Adams, Niall M. 3 2002 Multiple changepoint detection in categorical data streams. Zbl 1430.62273Plasse, Joshua; Adams, Niall M. 3 2019 Plastic card fraud detection using peer group analysis. Zbl 1183.62216Weston, David J.; Hand, David J.; Adams, Niall M.; Whitrow, Christopher; Juszczak, Piotr 2 2008 An algorithm for segmenting categorical time series into meaningful episodes. Zbl 1029.68686Cohen, Paul; Adams, Niall 2 2001 Temporally adaptive estimation of logistic classifiers on data streams. Zbl 1305.68139Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Hand, David J. 2 2009 Pattern detection and discovery. ESF exploratory workshop, London, UK, September 16–19, 2002. Proceedings. Zbl 1007.68737 2 2002 Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Zbl 07260320Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Pavlidis, Nicos G.; Hand, David J. 2 2012 Robust and adaptive algorithms for online portfolio selection. Zbl 1279.91188Tsagaris, Theodoros; Jasra, Ajay; Adams, Niall 2 2012 Robot Baby 2001. Zbl 1053.68594Cohen, Paul R.; Oates, Tim; Adams, Niall; Beal, Carole R. 1 2001 Sequential monitoring of a Bernoulli sequence when the pre-change parameter is unknown. Zbl 1305.65073Ross, Gordon J.; Tasoulis, Dimitris K.; Adams, Niall M. 1 2013 A relabeling approach to handling the class imbalance problem for logistic regression. Zbl 07546473Li, Yazhe; Adams, Niall; Bellotti, Tony 1 2022 A relabeling approach to handling the class imbalance problem for logistic regression. Zbl 07546473Li, Yazhe; Adams, Niall; Bellotti, Tony 1 2022 Multiple changepoint detection in categorical data streams. Zbl 1430.62273Plasse, Joshua; Adams, Niall M. 3 2019 The role of statistics in data-centric engineering. Zbl 1463.62377Lau, F. Din-Houn; Adams, Niall M.; Girolami, Mark A.; Butler, Liam J.; Elshafie, Mohammed Z. E. B. 5 2018 Continuous monitoring for changepoints in data streams using adaptive estimation. Zbl 06737710Bodenham, Dean A.; Adams, Niall M. 4 2017 A comparison of efficient approximations for a weighted sum of chi-squared random variables. Zbl 1342.62012Bodenham, Dean A.; Adams, Niall M. 12 2016 Sequential monitoring of a Bernoulli sequence when the pre-change parameter is unknown. Zbl 1305.65073Ross, Gordon J.; Tasoulis, Dimitris K.; Adams, Niall M. 1 2013 Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. Zbl 07260320Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Pavlidis, Nicos G.; Hand, David J. 2 2012 Robust and adaptive algorithms for online portfolio selection. Zbl 1279.91188Tsagaris, Theodoros; Jasra, Ajay; Adams, Niall 2 2012 \(\lambda \)-perceptron: an adaptive classifier for data streams. Zbl 1211.68134Pavlidis, N. G.; Tasoulis, D. K.; Adams, N. M.; Hand, D. J. 9 2011 Temporally adaptive estimation of logistic classifiers on data streams. Zbl 1305.68139Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Hand, David J. 2 2009 Plastic card fraud detection using peer group analysis. Zbl 1183.62216Weston, David J.; Hand, David J.; Adams, Niall M.; Whitrow, Christopher; Juszczak, Piotr 2 2008 Likelihood inference in nearest-neighbour classification models. Zbl 1034.62053Holmes, Christopher C.; Adams, Niall M. 8 2003 A probabilistic nearest neighbour method for statistical pattern recognition. Zbl 1059.62065Holmes, C. C.; Adams, N. M. 16 2002 Bayesian partition modelling. Zbl 1040.62015Denison, D. G. T.; Adams, N. M.; Holmes, C. C.; Hand, D. J. 5 2002 Determining hit rate in pattern search. Zbl 1019.68653Bolton, Richard J.; Hand, David J.; Adams, Niall M. 3 2002 Pattern detection and discovery. ESF exploratory workshop, London, UK, September 16–19, 2002. Proceedings. Zbl 1007.68737 2 2002 Supervised classification with structured class definitions. Zbl 1080.62526Hand, D. J.; Gui Li, H.; Adams, N. M. 5 2001 Mining for classes and patterns in behavioural data. Zbl 1181.91323Adams, N. M.; Hand, D. J.; Till, R. J. 3 2001 An algorithm for segmenting categorical time series into meaningful episodes. Zbl 1029.68686Cohen, Paul; Adams, Niall 2 2001 Robot Baby 2001. Zbl 1053.68594Cohen, Paul R.; Oates, Tim; Adams, Niall; Beal, Carole R. 1 2001 Defining attributes for scorecard construction in credit scoring. Zbl 0963.62053Hand, David J.; Adams, Niall M. 6 2000 all cited Publications top 5 cited Publications all top 5 Cited by 148 Authors 7 Hand, David J. 6 Adams, Niall M. 4 Ghosh, Anil Kumar 2 Chakraborty, Sounak 2 Crowder, Martin J. 2 Friel, Nial 2 Galkin, O. A. 2 Hoeltgebaum, Henrique 2 Koo, Ja-Yong 2 Park, Changyi 2 Pavlidis, Nicos G. 2 Pettitt, Anthony N. 2 Plasse, Joshua 2 Weiß, Christian H. 1 Abraham, Zubin 1 Al-Ani, Ahmed 1 Albertini, Marcelo Keese 1 Ali, Wafa Bel Haj 1 Anagnostopoulos, Christoforos 1 Antonakis, A. C. 1 Atiya, Amir F. 1 Azriel, David 1 Barlaud, Michel 1 Bifet, Albert 1 Bodenham, Dean A. 1 Bolton, Richard J. 1 Bowman, Adrian W. 1 Branson, Zach J. 1 Buccafurri, Francesco 1 Carman, Mark J. 1 Černý, Michal 1 Choi, Hosik 1 Chou, Jui-Sheng 1 Consonni, Guido 1 De Bortoli, Valentin 1 Dellaportas, Petros 1 Denison, David G. T. 1 Desolneux, Agnès 1 Duivesteijn, Wouter 1 Dutta, Subhajit 1 Eckley, Idris A. 1 Fan, Caiyun 1 Fan, Jinlin 1 Fantazzini, Dean 1 Feelders, Ad J. 1 Fernandes de Mello, Rodrigo 1 Figini, Silvia 1 Galerne, Bruno 1 Göb, Rainer 1 Godtliebsen, Fred 1 Guo, Jia 1 Guo, Ruixin 1 Hagemann, Annika 1 Hall, Eric Joseph 1 Henriques, Rui 1 Hofmeyr, David P. 1 Hoi, Steven C. H. 1 Holmes, Christopher C. 1 Holmes, Geoffrey 1 Hothorn, Torsten 1 Huang, Biao 1 Huang, Dingjiang 1 James, Nick 1 Janssen, Holger 1 Jhun, Myoungshic Jhun 1 Kapelner, Adam 1 Katsoulakis, Markos A. 1 Knobbe, Arno J. 1 Knorr, Moritz 1 Koch, Dominik 1 Kodamana, Hariprasad 1 Krieger, Abba M. 1 Lai, Yinglei 1 Lau, F. Din-Houn 1 Lausen, Berthold 1 Lax, Gianluca 1 Leclaire, Arthur 1 Ledoit, Olivier 1 Leonte, Daniela 1 Li, Bin 1 Li, Min 1 Li, Yang 1 Lin, Cunjie 1 Lu, Wenbin 1 Ma, Shuangge 1 Madeira, Sara C. 1 Maraj, Katarzyna 1 Menzies, Max 1 Mevik, Bjørn-Helge 1 Miyazaki, Ryo 1 Mukhopadhyay, Subhadeep 1 Murakami, Hidetoshi 1 Muruzábal, Jorge 1 Nielsen, Frank 1 Nock, Richard 1 Nott, David John 1 Nuti, Giuseppe 1 Pearson, David William 1 Peters, Andrea 1 Pfahringer, Bernhard ...and 48 more Authors all top 5 Cited in 37 Serials 10 Computational Statistics and Data Analysis 8 Statistics and Computing 3 Journal of Multivariate Analysis 3 Journal of Statistical Planning and Inference 3 Statistics & Probability Letters 3 Data Mining and Knowledge Discovery 3 Journal of Applied Statistics 2 Machine Learning 2 Journal of Statistical Computation and Simulation 2 Pattern Recognition 2 Cybernetics and Systems Analysis 2 International Journal of Computer Vision 2 Methodology and Computing in Applied Probability 2 Statistical Analysis and Data Mining 1 Artificial Intelligence 1 Journal of Computational Physics 1 Journal of the Franklin Institute 1 Annals of the Institute of Statistical Mathematics 1 Applied Mathematics and Computation 1 Automatica 1 Information Sciences 1 Statistical Science 1 Computational Statistics 1 Statistical Papers 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Chaos 1 International Journal of Applied Mathematics and Computer Science 1 Quantitative Finance 1 Mathematical Geology 1 Electronic Commerce Research 1 Statistical Modelling 1 Journal of Statistical Mechanics: Theory and Experiment 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 East Asian Journal on Applied Mathematics 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 14 Fields 59 Statistics (62-XX) 22 Computer science (68-XX) 7 Numerical analysis (65-XX) 4 Probability theory and stochastic processes (60-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Operations research, mathematical programming (90-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Geophysics (86-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year