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Webb, Geoffrey I.

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Author ID: webb.geoffrey-i Recent zbMATH articles by "Webb, Geoffrey I."
Published as: Webb, G.; Webb, G. I.; Webb, Geoffrey I.
Documents Indexed: 40 Publications since 1973, including 2 Books

Publications by Year

Citations contained in zbMATH

30 Publications have been cited 142 times in 113 Documents Cited by Year
Not so naive Bayes: Aggregating one-dependence estimators. Zbl 1075.68078
Webb, Geoffrey I.; Boughton, Janice R.; Wang, Zhihai
25
2005
Supervised descriptive rule discovery: a unifying survey of contrast set, emerging pattern and subgroup mining. Zbl 1235.68178
Novak, Petra Kralj; Lavrač, Nada; Webb, Geoffrey I.
15
2009
Identification of hysteric control influence operators representing smart actuators. I: Formulation. Zbl 0934.93036
Banks, H. T.; Kurdila, A. J.; Webb, G.
11
1997
A new test for autocorrelated errors in the linear regression model. Zbl 0254.62040
Berenblut, I. I.; Webb, G. I.
11
1973
Experimental design in the presence of autocorrelated errors. Zbl 0301.62044
Berenblut, I. I.; Webb, G. I.
10
1974
Encyclopedia of machine learning. Zbl 1211.68001
Sammut, Claude (ed.); Webb, Geoffrey I. (ed.)
7
2011
Alleviating naive Bayes attribute independence assumption by attribute weighting. Zbl 1317.68199
Zaidi, Nayyar A.; Cerquides, Jesús; Carman, Mark J.; Webb, Geoffrey I.
6
2013
Learning by extrapolation from marginal to full-multivariate probability distributions: Decreasingly naive Bayesian classification. Zbl 1238.68136
Webb, Geoffrey I.; Boughton, Janice R.; Zheng, Fei; Ting, Kai Ming; Salem, Houssam
6
2012
On the application of ROC analysis to predict classification performance under varying class distributions. Zbl 1075.68079
Webb, Geoffrey I.; Ting, Kai Ming
5
2005
Compensation for distributed hysteresis operators in active structural systems. Zbl 0909.73058
Kurdila, A. J.; Webb, G.
5
1997
An efficient admissible algorithm for unordered search. Zbl 0900.68180
Webb, G. I.
5
1995
Further experimental evidence against the utility of Occam’s razor. Zbl 0900.68367
Webb, G. I.
4
1996
Scalable learning of Bayesian network classifiers. Zbl 1360.68694
Martínez, Ana M.; Webb, Geoffrey I.; Chen, Shenglei; Zaidi, Nayyar A.
3
2016
Subsumption resolution: an efficient and effective technique for semi-naive Bayesian learning. Zbl 1238.68138
Zheng, Fei; Webb, Geoffrey I.; Suraweera, Pramuditha; Zhu, Liguang
3
2012
On why discretization works for naive-Bayes classifiers. Zbl 1205.68330
Yang, Ying; Webb, Geoffrey I.
3
2003
Weighted proportional k-interval discretization for naive-Bayes classifiers. Zbl 1032.68641
Yang, Ying; Webb, Geoffrey I.
3
2003
The need for low bias algorithms in classification learning from large data sets. Zbl 1020.68555
Brain, Damien; Webb, Geoffrey I.
3
2002
Efficient parameter learning of Bayesian network classifiers. Zbl 1454.62183
Zaidi, Nayyar A.; Webb, Geoffrey I.; Carman, Mark J.; Petitjean, François; Buntine, Wray; Hynes, Mike; De Sterck, Hans
2
2017
Characterizing concept drift. Zbl 1411.68127
Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois
2
2016
\(\text{ALR}^n\): accelerated higher-order logistic regression. Zbl 1386.68147
Zaidi, Nayyar A.; Webb, Geoffrey I.; Carman, Mark J.; Petitjean, François; Cerquides, Jesús
2
2016
Ensemble selection for SuperParent-One-Dependence Estimators. Zbl 1151.68599
Yang, Ying; Korb, Kevin; Ting, Kai Ming; Webb, Geoffrey I.
2
2005
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031
Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I.
1
2020
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes. Zbl 06990184
Petitjean, François; Buntine, Wray; Webb, Geoffrey I.; Zaidi, Nayyar
1
2018
Encyclopedia of machine learning and data mining. In 2 volumes. 2nd edition. Zbl 1434.68001
Sammut, Claude (ed.); Webb, Geoffrey I. (ed.)
1
2017
Identifying approximate itemsets of interest in large databases. Zbl 1033.68042
Zhang, Chengqi; Zhang, Shichao; Webb, Geoffrey I.
1
2003
Candidate elimination criteria for lazy Bayesian rules. Zbl 1052.68706
Webb, Geoffrey I.
1
2001
Proportional \(k\)-interval discretization for naive-Bayes classifiers. Zbl 1007.68553
Yang, Ying; Webb, Geoffrey I.
1
2001
Machine learning for user modeling. Zbl 1030.68889
Webb, Geoffrey I.; Pazzani, Michael J.; Billsus, Daniel
1
2001
Lie algebraic control for the stabilization of nonlinear multibody system dynamics simulation. Zbl 0981.70009
Kurdila, A.; Fitz-Coy, N.; McDaniel, D.; Webb, G.
1
1999
An experimental evaluation of integrating machine learning and knowledge acquisition. Zbl 0920.68101
Webb, Geoffrey I.; Wells, Jason; Zheng, Zijian
1
1999
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031
Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I.
1
2020
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes. Zbl 06990184
Petitjean, François; Buntine, Wray; Webb, Geoffrey I.; Zaidi, Nayyar
1
2018
Efficient parameter learning of Bayesian network classifiers. Zbl 1454.62183
Zaidi, Nayyar A.; Webb, Geoffrey I.; Carman, Mark J.; Petitjean, François; Buntine, Wray; Hynes, Mike; De Sterck, Hans
2
2017
Encyclopedia of machine learning and data mining. In 2 volumes. 2nd edition. Zbl 1434.68001
Sammut, Claude (ed.); Webb, Geoffrey I. (ed.)
1
2017
Scalable learning of Bayesian network classifiers. Zbl 1360.68694
Martínez, Ana M.; Webb, Geoffrey I.; Chen, Shenglei; Zaidi, Nayyar A.
3
2016
Characterizing concept drift. Zbl 1411.68127
Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois
2
2016
\(\text{ALR}^n\): accelerated higher-order logistic regression. Zbl 1386.68147
Zaidi, Nayyar A.; Webb, Geoffrey I.; Carman, Mark J.; Petitjean, François; Cerquides, Jesús
2
2016
Alleviating naive Bayes attribute independence assumption by attribute weighting. Zbl 1317.68199
Zaidi, Nayyar A.; Cerquides, Jesús; Carman, Mark J.; Webb, Geoffrey I.
6
2013
Learning by extrapolation from marginal to full-multivariate probability distributions: Decreasingly naive Bayesian classification. Zbl 1238.68136
Webb, Geoffrey I.; Boughton, Janice R.; Zheng, Fei; Ting, Kai Ming; Salem, Houssam
6
2012
Subsumption resolution: an efficient and effective technique for semi-naive Bayesian learning. Zbl 1238.68138
Zheng, Fei; Webb, Geoffrey I.; Suraweera, Pramuditha; Zhu, Liguang
3
2012
Encyclopedia of machine learning. Zbl 1211.68001
Sammut, Claude (ed.); Webb, Geoffrey I. (ed.)
7
2011
Supervised descriptive rule discovery: a unifying survey of contrast set, emerging pattern and subgroup mining. Zbl 1235.68178
Novak, Petra Kralj; Lavrač, Nada; Webb, Geoffrey I.
15
2009
Not so naive Bayes: Aggregating one-dependence estimators. Zbl 1075.68078
Webb, Geoffrey I.; Boughton, Janice R.; Wang, Zhihai
25
2005
On the application of ROC analysis to predict classification performance under varying class distributions. Zbl 1075.68079
Webb, Geoffrey I.; Ting, Kai Ming
5
2005
Ensemble selection for SuperParent-One-Dependence Estimators. Zbl 1151.68599
Yang, Ying; Korb, Kevin; Ting, Kai Ming; Webb, Geoffrey I.
2
2005
On why discretization works for naive-Bayes classifiers. Zbl 1205.68330
Yang, Ying; Webb, Geoffrey I.
3
2003
Weighted proportional k-interval discretization for naive-Bayes classifiers. Zbl 1032.68641
Yang, Ying; Webb, Geoffrey I.
3
2003
Identifying approximate itemsets of interest in large databases. Zbl 1033.68042
Zhang, Chengqi; Zhang, Shichao; Webb, Geoffrey I.
1
2003
The need for low bias algorithms in classification learning from large data sets. Zbl 1020.68555
Brain, Damien; Webb, Geoffrey I.
3
2002
Candidate elimination criteria for lazy Bayesian rules. Zbl 1052.68706
Webb, Geoffrey I.
1
2001
Proportional \(k\)-interval discretization for naive-Bayes classifiers. Zbl 1007.68553
Yang, Ying; Webb, Geoffrey I.
1
2001
Machine learning for user modeling. Zbl 1030.68889
Webb, Geoffrey I.; Pazzani, Michael J.; Billsus, Daniel
1
2001
Lie algebraic control for the stabilization of nonlinear multibody system dynamics simulation. Zbl 0981.70009
Kurdila, A.; Fitz-Coy, N.; McDaniel, D.; Webb, G.
1
1999
An experimental evaluation of integrating machine learning and knowledge acquisition. Zbl 0920.68101
Webb, Geoffrey I.; Wells, Jason; Zheng, Zijian
1
1999
Identification of hysteric control influence operators representing smart actuators. I: Formulation. Zbl 0934.93036
Banks, H. T.; Kurdila, A. J.; Webb, G.
11
1997
Compensation for distributed hysteresis operators in active structural systems. Zbl 0909.73058
Kurdila, A. J.; Webb, G.
5
1997
Further experimental evidence against the utility of Occam’s razor. Zbl 0900.68367
Webb, G. I.
4
1996
An efficient admissible algorithm for unordered search. Zbl 0900.68180
Webb, G. I.
5
1995
Experimental design in the presence of autocorrelated errors. Zbl 0301.62044
Berenblut, I. I.; Webb, G. I.
10
1974
A new test for autocorrelated errors in the linear regression model. Zbl 0254.62040
Berenblut, I. I.; Webb, G. I.
11
1973
all top 5

Cited by 286 Authors

7 Webb, Geoffrey I.
5 Petitjean, François
4 Banks, Harvey Thomas
3 Corani, Giorgio
3 Gámez, José Antonio
3 King, Maxwell Leslie
3 Zaidi, Nayyar A.
2 Abellán, Joaquín
2 Banerjee, Anurag N.
2 Baras, John S.
2 Barranquero, Jose
2 Bielza, Concha
2 Boizumault, Patrice
2 Bommert, Andrea
2 Buntine, Wray L.
2 Carman, Mark J.
2 De Raedt, Luc
2 del Coz, Juan José
2 Díez, Jorge
2 Ferri, César
2 Flores, M. Julia
2 Fürnkranz, Johannes
2 Hacohen-Kerner, Yaakov
2 He, Yulin
2 Hernández-Orallo, Jose
2 Kaytoue, Mehdi
2 Kralj, Jan
2 Lang, Michel
2 Larrañaga, Pedro
2 Lavrač, Nada
2 Loudni, Samir
2 Martínez, Ana M.
2 Nielsen, Thomas D.
2 Plantevit, Marc
2 Puerta, Jose Miguel
2 Rahnenführer, Jörg
2 Raïssi, Chedy
2 Ramírez-Quintana, María José
2 Tan, Xiaobo
2 Tao, Gang
2 Vougas, Dimitrios V.
2 Vreeken, Jilles
2 Wang, Xizhao
2 Zaffalon, Marco
2 Zheng, Fei
1 Adhikari, Prem Raj
1 Afsarinejad, Kasra
1 Akhmet, Marat Ubaydulla
1 Antonucci, Alessandro
1 Arias, Jacinto
1 Artières, Thierry
1 Atzmüller, Martin
1 Azmi, Mohamed
1 Azzimonti, Laura
1 Bailey, James E.
1 Bandar, Zuhair
1 Banfield, Robert E.
1 Beck, Hananya
1 Bekker, Jessa
1 Bella, Antonio
1 Bendimerad, Anes
1 Berrado, Abdelaziz
1 Betsch, Peter
1 Bhar, Lalmohan
1 Bie, Rongfang
1 Bischl, Bernd
1 Blockeel, Hendrik
1 Bo, Zhonghe
1 Boley, Mario
1 Bosc, Guillaume
1 Boughton, Janice R.
1 Boulicaut, Jean-François
1 Bowyer, Kevin W.
1 Bratko, Ivan
1 Budde, Maximilian
1 Cano, Andrés
1 Cerquides, Jesús
1 Chan, Jeffrey
1 Charnois, Thierry
1 Chen, Chuanliang
1 Chen, Lifei
1 Chi, BaoRong
1 Crémilleux, Bruno
1 Crockett, Keeley A.
1 Cuccu, Marco
1 Dapino, Marcelo J.
1 Davis, Jesse
1 de Campos, Cassio Polpo
1 de Roeck, Anne
1 De Sterck, Hans
1 De, Suvranu
1 Dempster, Angus
1 Dia, Diyé
1 Doshi-Velez, Finale
1 Draper, Norman R.
1 Dries, Anton
1 Dufour, Jean-Marie
1 Duivesteijn, Wouter
1 Fang, Lei
1 Feelders, Ad J.
...and 186 more Authors
all top 5

Cited in 54 Serials

17 Machine Learning
11 Data Mining and Knowledge Discovery
6 Journal of Econometrics
5 International Journal of Approximate Reasoning
5 Pattern Recognition
4 Communications in Statistics. Theory and Methods
4 Computational Statistics and Data Analysis
3 Information Sciences
2 Artificial Intelligence
2 Computer Methods in Applied Mechanics and Engineering
2 Discrete Applied Mathematics
2 Automatica
2 Cybernetics and Systems
2 Economics Letters
2 Statistical Papers
2 Mathematical Problems in Engineering
1 ACM Computing Surveys
1 The Canadian Journal of Statistics
1 International Journal of Control
1 International Journal of Engineering Science
1 International Journal of General Systems
1 International Journal of Systems Science
1 Journal of Mathematical Analysis and Applications
1 Journal of the Mechanics and Physics of Solids
1 Metrika
1 Applied Mathematics and Computation
1 Archiv der Mathematik
1 Biometrical Journal
1 Fuzzy Sets and Systems
1 Journal of Statistical Planning and Inference
1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
1 Numerical Functional Analysis and Optimization
1 Quarterly of Applied Mathematics
1 Systems & Control Letters
1 Statistics & Probability Letters
1 Statistics
1 New Generation Computing
1 Computers & Operations Research
1 Mathematical and Computer Modelling
1 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
1 Applied Intelligence
1 International Journal of Computer Mathematics
1 SIAM Journal on Applied Mathematics
1 Constraints
1 Nonlinear Dynamics
1 Communications in Nonlinear Science and Numerical Simulation
1 Nonlinear Analysis. Modelling and Control
1 Theory and Practice of Logic Programming
1 Journal of Machine Learning Research (JMLR)
1 Natural Computing
1 North American Actuarial Journal
1 Computational & Mathematical Methods in Medicine
1 Science China. Mathematics
1 Statistics and Computing

Citations by Year