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Author ID: baesens.bart Recent zbMATH articles by "Baesens, Bart"
Published as: Baesens, Bart; Baesens, B.
Documents Indexed: 31 Publications since 2001, including 1 Book
Co-Authors: 49 Co-Authors with 31 Joint Publications
640 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

25 Publications have been cited 281 times in 202 Documents Cited by Year
Benchmarking least squares support vector machine classifiers. Zbl 1078.68737
van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos
46
2004
Benchmarking state-of-the-art classification algorithms for credit scoring. Zbl 1097.91516
Baesens, B.; Van Gestel, T.; Viaene, S.; Stepanova, M.; Suykens, J.; Vanthienen, J.
38
2003
Comprehensible credit scoring models using rule extraction from support vector machines. Zbl 1278.91177
Martens, David; Baesens, Bart; Van Gestel, Tony; Vanthienen, Jan
33
2007
Using neural network rule extraction and decision tables for credit-risk evaluation. Zbl 1232.91684
Baesens, Bart; Setiono, Rudy; Mues, Christophe; Vanthienen, Jan
30
2003
Benchmarking state-of-the-art classification algorithms for credit scoring: an update of research. Zbl 1346.90835
Lessmann, Stefan; Baesens, Bart; Seow, Hsin-Vonn; Thomas, Lyn C.
29
2015
Bayesian neural network learning for repeat purchase modelling in direct marketing. Zbl 1008.90515
Baesens, Bart; Viaene, Stijn; Van den Poel, Dirk; Vanthienen, Jan; Dedene, Guido
18
2002
Development and application of consumer credit scoring models using profit-based classification measures. Zbl 1338.91146
Verbraken, Thomas; Bravo, Cristián; Weber, Richard; Baesens, Bart
13
2014
Modeling churn using customer lifetime value. Zbl 1157.91396
Glady, Nicolas; Baesens, Bart; Croux, Christophe
11
2009
An Akaike information criterion for multiple event mixture cure models. Zbl 1341.62076
Dirick, Lore; Claeskens, Gerda; Baesens, Bart
11
2015
Neural network survival analysis for personal loan data. Zbl 1095.90110
Baesens, B.; Van Gestel, T.; Stepanova, M.; Van den Poel, D.; Vanthienen, J.
9
2005
Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers. Zbl 1056.90019
Baesens, Bart; Verstraeten, Geert; Van den Poel, Dirk; Egmont-Petersen, Michael; Van Kenhove, Patrick; Vanthienen, Jan
9
2004
Knowledge discovery in a direct marketing case using least squares support vector machines. Zbl 0995.90054
Viaene, S.; Baesens, B.; Van Gestel, T.; Suykens, J. A. K.; Van den Poel, D.; Vanthienen, J.; De Moor, B.; Dedene, G.
8
2001
Bayesian kernel based classification for financial distress detection. Zbl 1111.90330
Van Gestel, Tony; Baesens, Bart; Suykens, Johan A. K.; Van den Poel, Dirk; Baestaens, Dirk-Emma; Willekens, Marleen
6
2006
Rule extraction from support vector machines: an overview of issues and application in credit scoring. Zbl 1148.68439
Martens, David; Huysmans, Johan; Setiono, Rudy; Vanthienen, Jan; Baesens, Bart
4
2008
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms. Zbl 1111.90070
Hoffmann, F.; Baesens, B.; Mues, C.; Van Gestel, T.; Vanthienen, J.
3
2007
RobROSE: a robust approach for dealing with imbalanced data in fraud detection. Zbl 1480.62119
Baesens, Bart; Höppner, Sebastiaan; Ortner, Irene; Verdonck, Tim
2
2021
Deep learning for credit scoring: do or don’t? Zbl 1487.91147
Gunnarsson, Björn Rafn; vanden Broucke, Seppe; Baesens, Bart; Óskarsdóttir, María; Lemahieu, Wilfried
2
2021
Profit driven decision trees for churn prediction. Zbl 1441.62739
Höppner, Sebastiaan; Stripling, Eugen; Baesens, Bart; vanden Broucke, Seppe; Verdonck, Tim
2
2020
Robust process discovery with artificial negative events. Zbl 1235.68153
Goedertier, Stijn; Martens, David; Vanthienen, Jan; Baesens, Bart
1
2009
50 years of data mining and OR: upcoming trends and challenges. Zbl 1168.90306
Baesens, B.; Mues, C.; Martens, D.; Vanthienen, J.
1
2009
Domain knowledge integration in data mining using decision tables: case studies in churn prediction. Zbl 1168.90515
Lima, E.; Mues, C.; Baesens, B.
1
2009
Comparing a genetic fuzzy and a neurofuzzy classifier for credit scoring. Zbl 1017.68096
Hoffmann, F.; Baesens, B.; Martens, J.; Put, F.; Vanthienen, J.
1
2002
Decision diagrams in machine learning: An empirical study on real-life credit-risk data. Zbl 1091.68574
Mues, Christophe; Baesens, Bart; Files, Craig M.; Vanthienen, Jan
1
2004
A new SOM-based method for profile generation: theory and an application in direct marketing. Zbl 1253.90128
Seret, Alex; Verbraken, Thomas; Versailles, Sébastien; Baesens, Bart
1
2012
A note on knowledge discovery using neural networks and its application to credit card screening. Zbl 1179.68127
Setiono, Rudy; Baesens, Bart; Mues, Christophe
1
2009
RobROSE: a robust approach for dealing with imbalanced data in fraud detection. Zbl 1480.62119
Baesens, Bart; Höppner, Sebastiaan; Ortner, Irene; Verdonck, Tim
2
2021
Deep learning for credit scoring: do or don’t? Zbl 1487.91147
Gunnarsson, Björn Rafn; vanden Broucke, Seppe; Baesens, Bart; Óskarsdóttir, María; Lemahieu, Wilfried
2
2021
Profit driven decision trees for churn prediction. Zbl 1441.62739
Höppner, Sebastiaan; Stripling, Eugen; Baesens, Bart; vanden Broucke, Seppe; Verdonck, Tim
2
2020
Benchmarking state-of-the-art classification algorithms for credit scoring: an update of research. Zbl 1346.90835
Lessmann, Stefan; Baesens, Bart; Seow, Hsin-Vonn; Thomas, Lyn C.
29
2015
An Akaike information criterion for multiple event mixture cure models. Zbl 1341.62076
Dirick, Lore; Claeskens, Gerda; Baesens, Bart
11
2015
Development and application of consumer credit scoring models using profit-based classification measures. Zbl 1338.91146
Verbraken, Thomas; Bravo, Cristián; Weber, Richard; Baesens, Bart
13
2014
A new SOM-based method for profile generation: theory and an application in direct marketing. Zbl 1253.90128
Seret, Alex; Verbraken, Thomas; Versailles, Sébastien; Baesens, Bart
1
2012
Modeling churn using customer lifetime value. Zbl 1157.91396
Glady, Nicolas; Baesens, Bart; Croux, Christophe
11
2009
Robust process discovery with artificial negative events. Zbl 1235.68153
Goedertier, Stijn; Martens, David; Vanthienen, Jan; Baesens, Bart
1
2009
50 years of data mining and OR: upcoming trends and challenges. Zbl 1168.90306
Baesens, B.; Mues, C.; Martens, D.; Vanthienen, J.
1
2009
Domain knowledge integration in data mining using decision tables: case studies in churn prediction. Zbl 1168.90515
Lima, E.; Mues, C.; Baesens, B.
1
2009
A note on knowledge discovery using neural networks and its application to credit card screening. Zbl 1179.68127
Setiono, Rudy; Baesens, Bart; Mues, Christophe
1
2009
Rule extraction from support vector machines: an overview of issues and application in credit scoring. Zbl 1148.68439
Martens, David; Huysmans, Johan; Setiono, Rudy; Vanthienen, Jan; Baesens, Bart
4
2008
Comprehensible credit scoring models using rule extraction from support vector machines. Zbl 1278.91177
Martens, David; Baesens, Bart; Van Gestel, Tony; Vanthienen, Jan
33
2007
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms. Zbl 1111.90070
Hoffmann, F.; Baesens, B.; Mues, C.; Van Gestel, T.; Vanthienen, J.
3
2007
Bayesian kernel based classification for financial distress detection. Zbl 1111.90330
Van Gestel, Tony; Baesens, Bart; Suykens, Johan A. K.; Van den Poel, Dirk; Baestaens, Dirk-Emma; Willekens, Marleen
6
2006
Neural network survival analysis for personal loan data. Zbl 1095.90110
Baesens, B.; Van Gestel, T.; Stepanova, M.; Van den Poel, D.; Vanthienen, J.
9
2005
Benchmarking least squares support vector machine classifiers. Zbl 1078.68737
van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos
46
2004
Bayesian network classifiers for identifying the slope of the customer lifecycle of long-life customers. Zbl 1056.90019
Baesens, Bart; Verstraeten, Geert; Van den Poel, Dirk; Egmont-Petersen, Michael; Van Kenhove, Patrick; Vanthienen, Jan
9
2004
Decision diagrams in machine learning: An empirical study on real-life credit-risk data. Zbl 1091.68574
Mues, Christophe; Baesens, Bart; Files, Craig M.; Vanthienen, Jan
1
2004
Benchmarking state-of-the-art classification algorithms for credit scoring. Zbl 1097.91516
Baesens, B.; Van Gestel, T.; Viaene, S.; Stepanova, M.; Suykens, J.; Vanthienen, J.
38
2003
Using neural network rule extraction and decision tables for credit-risk evaluation. Zbl 1232.91684
Baesens, Bart; Setiono, Rudy; Mues, Christophe; Vanthienen, Jan
30
2003
Bayesian neural network learning for repeat purchase modelling in direct marketing. Zbl 1008.90515
Baesens, Bart; Viaene, Stijn; Van den Poel, Dirk; Vanthienen, Jan; Dedene, Guido
18
2002
Comparing a genetic fuzzy and a neurofuzzy classifier for credit scoring. Zbl 1017.68096
Hoffmann, F.; Baesens, B.; Martens, J.; Put, F.; Vanthienen, J.
1
2002
Knowledge discovery in a direct marketing case using least squares support vector machines. Zbl 0995.90054
Viaene, S.; Baesens, B.; Van Gestel, T.; Suykens, J. A. K.; Van den Poel, D.; Vanthienen, J.; De Moor, B.; Dedene, G.
8
2001
all top 5

Cited by 491 Authors

15 Baesens, Bart
8 Van den Poel, Dirk
7 Lessmann, Stefan
6 Carrizosa, Emilio
6 Mues, Christophe
6 Romero Morales, Dolores
5 Chen, Zhenyu
5 Suykens, Johan A. K.
5 Zopounidis, Constantin
4 Doumpos, Michael
4 Fan, Zhiping
4 Martens, David
4 Molero-Río, Cristina
4 Vanthienen, Jan
3 Blanquero, Rafael
3 Bravo, Cristián
3 Lai, Kinkeung
3 Sun, Minghe
3 Thomas, Lyn Carey
3 Van Gestel, Tony
2 Aytug, Haldun
2 Bang, Sungwan
2 Buckinx, Wouter
2 Claeskens, Gerda
2 Coussement, Kristof
2 De Bock, Koen W.
2 De Moor, Bart L. R.
2 Dedene, Guido
2 Djehiche, Boualem
2 Egmont-Petersen, Michael
2 Fitzpatrick, Trevor
2 Gao, Guangxia
2 Höppner, Sebastiaan
2 Hruschka, Harald
2 Jhun, Myoungshic Jhun
2 Jian, Ling
2 Li, Jianping
2 Luo, Jian
2 Maldonado, Sebastián
2 Pardalos, Panos M.
2 Provost, Foster
2 Roy, Asim Kumar
2 Sermpinis, Georgios
2 Setiono, Rudy
2 Shi, Yong
2 Sirignano, Justin A.
2 Stasinakis, Charalampos
2 Tian, Yingjie
2 vanden Broucke, Seppe
2 Verbeke, Wouter
2 Verbraken, Thomas
2 Verdonck, Tim
2 Viaene, Stijn
2 Wang, Shouyang
2 Wang, Ximei
2 Wei, Liwei
2 Yu, Lean
2 Zhang, Zhiwang
2 Zhou, Ligang
1 Aalto-Setälä, Katriina
1 Abal, Eva
1 Adankon, Mathias M.
1 Adcock, C. J.
1 Adem, Jan
1 Ahern, Kathleen
1 Airola, Antti
1 Albuquerque, Pedro Henrique Melo
1 Alfinito, Solange
1 An, Senjian
1 Antonio, Katrien
1 Antonov, Alexey V.
1 Antucheviciene, Jurgita
1 Arnold, Florian
1 Arns Steiner, Maria Teresinha
1 Artés-Rodríguez, Antonio
1 Atan, Murat
1 Awad, Edmond
1 Ayranci, Pelin
1 Baatar, Davaatseren
1 Baestaens, Dirk-Emma
1 Ballings, Michel
1 Baourakis, George
1 Barabesi, Lucio
1 Bardos, Mireille
1 Basiri, Javad
1 Baumgartner, Bernhard
1 Bentobache, Mohand
1 Berea, Anamaria
1 Beretta, Alessandro
1 Bhattacharya, Arnab
1 Bierman, Surette
1 Bischl, Bernd
1 Blomberg, Jeanette
1 Boberg, Jorma
1 Bordes, Laurent
1 Bose, Indranil
1 Bousoño-Calzón, Carlos
1 Boylu, Fidan
1 Burkart, Nadia
1 Büyükkör, Yasin
...and 391 more Authors
all top 5

Cited in 64 Serials

83 European Journal of Operational Research
9 Computers & Operations Research
7 Pattern Recognition
5 Neural Networks
5 Communications in Statistics. Simulation and Computation
5 Mathematical Problems in Engineering
5 Soft Computing
5 Quantitative Finance
4 Computational Statistics and Data Analysis
3 Applied Mathematics and Computation
3 Machine Learning
3 Communications in Statistics. Theory and Methods
3 Journal of Applied Statistics
2 Information Sciences
2 Statistical Science
2 Neural Computation
2 INFORMS Journal on Computing
2 Data Mining and Knowledge Discovery
2 Journal of Systems Science and Complexity
2 Computational Management Science
2 Advances in Data Analysis and Classification. ADAC
2 Optimization Letters
2 International Journal of Information Technology & Decision Making
1 Artificial Intelligence
1 Computers & Mathematics with Applications
1 Information Processing Letters
1 Journal of the Franklin Institute
1 Physica A
1 Scandinavian Journal of Statistics
1 Chaos, Solitons and Fractals
1 The Annals of Statistics
1 Journal of Computational and Applied Mathematics
1 Metron
1 Operations Research
1 Statistics & Probability Letters
1 Journal of Economic Dynamics & Control
1 Annals of Operations Research
1 Computational Statistics
1 Applied Mathematical Modelling
1 Journal of Mathematical Imaging and Vision
1 Computational Economics
1 Journal of Computer and Systems Sciences International
1 Statistical Papers
1 Computational and Applied Mathematics
1 Top
1 The Journal of Artificial Intelligence Research (JAIR)
1 European Journal of Control
1 Journal of Combinatorial Optimization
1 PAA. Pattern Analysis and Applications
1 Discrete Dynamics in Nature and Society
1 Theory and Practice of Logic Programming
1 Journal of Applied Mathematics
1 Journal of Machine Learning Research (JMLR)
1 Computational Biology and Chemistry
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Statistical Methods and Applications
1 New Mathematics and Natural Computation
1 Journal of Zhejiang University. Science A
1 Computational & Mathematical Methods in Medicine
1 Electronic Journal of Statistics
1 Pesquisa Operacional
1 Operations Research and Decisions
1 Statistics & Risk Modeling
1 International Journal of Systems Science. Principles and Applications of Systems and Integration

Citations by Year