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ORCIDBibTeX records: Stefan Lessmann
@article{DBLP:journals/eor/BokelmannL24,
author = {Bj{\"{o}}rn Bokelmann and
Stefan Lessmann},
title = {Improving uplift model evaluation on randomized controlled trial data},
journal = {Eur. J. Oper. Res.},
volume = {313},
number = {2},
pages = {691--707},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2023.09.018},
doi = {10.1016/J.EJOR.2023.09.018},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BokelmannL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15886,
author = {Lukas V{\"{o}}ge and
Vincent Gurgul and
Stefan Lessmann},
title = {Leveraging Zero-Shot Prompting for Efficient Language Model Distillation},
journal = {CoRR},
volume = {abs/2403.15886},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15886},
doi = {10.48550/ARXIV.2403.15886},
eprinttype = {arXiv},
eprint = {2403.15886},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/ZharovaHL23,
author = {Alona Zharova and
Wolfgang Karl H{\"{a}}rdle and
Stefan Lessmann},
title = {Data-driven support for policy and decision-making in university research
management: {A} case study from Germany},
journal = {Eur. J. Oper. Res.},
volume = {308},
number = {1},
pages = {353--368},
year = {2023},
url = {https://doi.org/10.1016/j.ejor.2022.10.016},
doi = {10.1016/J.EJOR.2022.10.016},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/ZharovaHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11575,
author = {Victor Medina{-}Olivares and
Stefan Lessmann and
Nadja Klein},
title = {The Deep Promotion Time Cure Model},
journal = {CoRR},
volume = {abs/2305.11575},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.11575},
doi = {10.48550/ARXIV.2305.11575},
eprinttype = {arXiv},
eprint = {2305.11575},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-11575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11845,
author = {Christopher Gerling and
Stefan Lessmann},
title = {Multimodal Document Analytics for Banking Process Automation},
journal = {CoRR},
volume = {abs/2307.11845},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11845},
doi = {10.48550/ARXIV.2307.11845},
eprinttype = {arXiv},
eprint = {2307.11845},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02680,
author = {Savina Dine Kim and
Stefan Lessmann and
Galina Andreeva and
Michael Rovatsos},
title = {Fair Models in Credit: Intersectional Discrimination and the Amplification
of Inequity},
journal = {CoRR},
volume = {abs/2308.02680},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02680},
doi = {10.48550/ARXIV.2308.02680},
eprinttype = {arXiv},
eprint = {2308.02680},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14759,
author = {Vincent Gurgul and
Stefan Lessmann and
Wolfgang Karl H{\"{a}}rdle},
title = {Forecasting Cryptocurrency Prices Using Deep Learning: Integrating
Financial, Blockchain, and Text Data},
journal = {CoRR},
volume = {abs/2311.14759},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14759},
doi = {10.48550/ARXIV.2311.14759},
eprinttype = {arXiv},
eprint = {2311.14759},
timestamp = {Wed, 29 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-05234,
author = {Bj{\"{o}}rn Bokelmann and
Stefan Lessmann},
title = {The impact of heteroskedasticity on uplift modeling},
journal = {CoRR},
volume = {abs/2312.05234},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.05234},
doi = {10.48550/ARXIV.2312.05234},
eprinttype = {arXiv},
eprint = {2312.05234},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-05234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HauptL22,
author = {Johannes Haupt and
Stefan Lessmann},
title = {Targeting customers under response-dependent costs},
journal = {Eur. J. Oper. Res.},
volume = {297},
number = {1},
pages = {369--379},
year = {2022},
url = {https://doi.org/10.1016/j.ejor.2021.05.045},
doi = {10.1016/J.EJOR.2021.05.045},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/HauptL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/KozodoiJL22,
author = {Nikita Kozodoi and
Johannes Jacob and
Stefan Lessmann},
title = {Fairness in credit scoring: Assessment, implementation and profit
implications},
journal = {Eur. J. Oper. Res.},
volume = {297},
number = {3},
pages = {1083--1094},
year = {2022},
url = {https://doi.org/10.1016/j.ejor.2021.06.023},
doi = {10.1016/J.EJOR.2021.06.023},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/KozodoiJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/BaumannKL22,
author = {Elias Baumann and
Jana Kern and
Stefan Lessmann},
title = {Usage Continuance in Software-as-a-Service},
journal = {Inf. Syst. Frontiers},
volume = {24},
number = {1},
pages = {149--176},
year = {2022},
url = {https://doi.org/10.1007/s10796-020-10065-w},
doi = {10.1007/S10796-020-10065-W},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isf/BaumannKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/BlumenstockLS22,
author = {Gabriel Blumenstock and
Stefan Lessmann and
Hsin{-}Vonn Seow},
title = {Deep learning for survival and competing risk modelling},
journal = {J. Oper. Res. Soc.},
volume = {73},
number = {1},
pages = {26--38},
year = {2022},
url = {https://doi.org/10.1080/01605682.2020.1838960},
doi = {10.1080/01605682.2020.1838960},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jors/BlumenstockLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchirmerELR22,
author = {Mona Schirmer and
Mazin Eltayeb and
Stefan Lessmann and
Maja Rudolph},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Modeling Irregular Time Series with Continuous Recurrent Units},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {19388--19405},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/schirmer22a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SchirmerELR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00921,
author = {Wei Li and
Wolfgang Karl H{\"{a}}rdle and
Stefan Lessmann},
title = {A Data-driven Case-based Reasoning in Bankruptcy Prediction},
journal = {CoRR},
volume = {abs/2211.00921},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00921},
doi = {10.48550/ARXIV.2211.00921},
eprinttype = {arXiv},
eprint = {2211.00921},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/GubelaL21,
author = {Robin Marco Gubela and
Stefan Lessmann},
title = {Uplift modeling with value-driven evaluation metrics},
journal = {Decis. Support Syst.},
volume = {150},
pages = {113648},
year = {2021},
url = {https://doi.org/10.1016/j.dss.2021.113648},
doi = {10.1016/J.DSS.2021.113648},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/GubelaL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/EngelmannL21,
author = {Justin Engelmann and
Stefan Lessmann},
title = {Conditional Wasserstein GAN-based oversampling of tabular data for
imbalanced learning},
journal = {Expert Syst. Appl.},
volume = {174},
pages = {114582},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.114582},
doi = {10.1016/J.ESWA.2021.114582},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/EngelmannL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/FabianBHHL21,
author = {Benjamin Fabian and
Benedict Bender and
Ben Hesseldieck and
Johannes Haupt and
Stefan Lessmann},
title = {Enterprise-grade protection against e-mail tracking},
journal = {Inf. Syst.},
volume = {97},
pages = {101702},
year = {2021},
url = {https://doi.org/10.1016/j.is.2020.101702},
doi = {10.1016/J.IS.2020.101702},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/is/FabianBHHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LessmannHCB21,
author = {Stefan Lessmann and
Johannes Haupt and
Kristof Coussement and
Koen W. De Bock},
title = {Targeting customers for profit: An ensemble learning framework to
support marketing decision-making},
journal = {Inf. Sci.},
volume = {557},
pages = {286--301},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.05.027},
doi = {10.1016/J.INS.2019.05.027},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LessmannHCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/MendonDBL21,
author = {Shalak Mendon and
Pankaj Dutta and
Abhishek Behl and
Stefan Lessmann},
title = {A Hybrid Approach of Machine Learning and Lexicons to Sentiment Analysis:
Enhanced Insights from Twitter Data of Natural Disasters},
journal = {Inf. Syst. Frontiers},
volume = {23},
number = {5},
pages = {1145--1168},
year = {2021},
url = {https://doi.org/10.1007/s10796-021-10107-x},
doi = {10.1007/S10796-021-10107-X},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/MendonDBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03336,
author = {Robin Marco Gubela and
Stefan Lessmann},
title = {Interpretable Multiple Treatment Revenue Uplift Modeling},
journal = {CoRR},
volume = {abs/2101.03336},
year = {2021},
url = {https://arxiv.org/abs/2101.03336},
eprinttype = {arXiv},
eprint = {2101.03336},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01907,
author = {Nikita Kozodoi and
Johannes Jacob and
Stefan Lessmann},
title = {Fairness in Credit Scoring: Assessment, Implementation and Profit
Implications},
journal = {CoRR},
volume = {abs/2103.01907},
year = {2021},
url = {https://arxiv.org/abs/2103.01907},
eprinttype = {arXiv},
eprint = {2103.01907},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14599,
author = {Franziska Scherpinski and
Stefan Lessmann},
title = {Personalization in E-Grocery: Top-N versus Top-k Rankings},
journal = {CoRR},
volume = {abs/2105.14599},
year = {2021},
url = {https://arxiv.org/abs/2105.14599},
eprinttype = {arXiv},
eprint = {2105.14599},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14599.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11344,
author = {Mona Schirmer and
Mazin Eltayeb and
Stefan Lessmann and
Maja Rudolph},
title = {Modeling Irregular Time Series with Continuous Recurrent Units},
journal = {CoRR},
volume = {abs/2111.11344},
year = {2021},
url = {https://arxiv.org/abs/2111.11344},
eprinttype = {arXiv},
eprint = {2111.11344},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08060,
author = {Justin Hellermann and
Stefan Lessmann},
title = {Leveraging Image-based Generative Adversarial Networks for Time Series
Generation},
journal = {CoRR},
volume = {abs/2112.08060},
year = {2021},
url = {https://arxiv.org/abs/2112.08060},
eprinttype = {arXiv},
eprint = {2112.08060},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/LuxHL20,
author = {Marius Lux and
Wolfgang Karl H{\"{a}}rdle and
Stefan Lessmann},
title = {Data driven value-at-risk forecasting using a {SVR-GARCH-KDE} hybrid},
journal = {Comput. Stat.},
volume = {35},
number = {3},
pages = {947--981},
year = {2020},
url = {https://doi.org/10.1007/s00180-019-00934-7},
doi = {10.1007/S00180-019-00934-7},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cstat/LuxHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/ZinovyevaHL20,
author = {Elizaveta Zinovyeva and
Wolfgang Karl H{\"{a}}rdle and
Stefan Lessmann},
title = {Antisocial online behavior detection using deep learning},
journal = {Decis. Support Syst.},
volume = {138},
pages = {113362},
year = {2020},
url = {https://doi.org/10.1016/j.dss.2020.113362},
doi = {10.1016/J.DSS.2020.113362},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/ZinovyevaHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/CrajaKL20,
author = {Patricia Craja and
Alisa Kim and
Stefan Lessmann},
title = {Deep learning for detecting financial statement fraud},
journal = {Decis. Support Syst.},
volume = {139},
pages = {113421},
year = {2020},
url = {https://doi.org/10.1016/j.dss.2020.113421},
doi = {10.1016/J.DSS.2020.113421},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/CrajaKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/KimYLMSJ20,
author = {Alisa Kim and
Yaodong Yang and
Stefan Lessmann and
Tiejun Ma and
Ming{-}Chien Sung and
Johnnie E. V. Johnson},
title = {Can deep learning predict risky retail investors? {A} case study in
financial risk behavior forecasting},
journal = {Eur. J. Oper. Res.},
volume = {283},
number = {1},
pages = {217--234},
year = {2020},
url = {https://doi.org/10.1016/j.ejor.2019.11.007},
doi = {10.1016/J.EJOR.2019.11.007},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/KimYLMSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/GubelaLJ20,
author = {Robin Marco Gubela and
Stefan Lessmann and
Szymon Jaroszewicz},
title = {Response transformation and profit decomposition for revenue uplift
modeling},
journal = {Eur. J. Oper. Res.},
volume = {283},
number = {2},
pages = {647--661},
year = {2020},
url = {https://doi.org/10.1016/j.ejor.2019.11.030},
doi = {10.1016/J.EJOR.2019.11.030},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/GubelaLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BockCL20,
author = {Koen W. De Bock and
Kristof Coussement and
Stefan Lessmann},
title = {Cost-sensitive business failure prediction when misclassification
costs are uncertain: {A} heterogeneous ensemble selection approach},
journal = {Eur. J. Oper. Res.},
volume = {285},
number = {2},
pages = {612--630},
year = {2020},
url = {https://doi.org/10.1016/j.ejor.2020.01.052},
doi = {10.1016/J.EJOR.2020.01.052},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BockCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/KoehnLS20,
author = {Dennis Koehn and
Stefan Lessmann and
Markus Schaal},
title = {Predicting online shopping behaviour from clickstream data using deep
learning},
journal = {Expert Syst. Appl.},
volume = {150},
pages = {113342},
year = {2020},
url = {https://doi.org/10.1016/j.eswa.2020.113342},
doi = {10.1016/J.ESWA.2020.113342},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/KoehnLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/GubelaL20,
author = {Robin Marco Gubela and
Stefan Lessmann},
editor = {Bonnie Brinton Anderson and
Jason Thatcher and
Rayman D. Meservy and
Kathy Chudoba and
Kelly J. Fadel and
Sue Brown},
title = {Interpretable Multiple Treatment Revenue Uplift Modeling},
booktitle = {26th Americas Conference on Information Systems, {AMCIS} 2020, Virtual
Conference, August 15-17, 2020},
publisher = {Association for Information Systems},
year = {2020},
url = {https://aisel.aisnet.org/amcis2020/data\_science\_analytics\_for\_decision\_support/data\_science\_analytics\_for\_decision\_support/18},
timestamp = {Mon, 27 Jul 2020 19:06:34 +0200},
biburl = {https://dblp.org/rec/conf/amcis/GubelaL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/GubelaL20,
author = {Robin Marco Gubela and
Stefan Lessmann},
editor = {Joey F. George and
Souren Paul and
Rahul De' and
Elena Karahanna and
Suprateek Sarker and
Gal Oestreicher{-}Singer},
title = {Uplift Forest for Multiple Treatments and Continuous Outcomes},
booktitle = {Proceedings of the 41st International Conference on Information Systems,
{ICIS} 2020, Making Digital Inclusive: Blending the Locak and the
Global, Hyderabad, India, December 13-16, 2020},
publisher = {Association for Information Systems},
year = {2020},
url = {https://aisel.aisnet.org/icis2020/digital\_commerce/digital\_commerce/17},
timestamp = {Tue, 06 Apr 2021 14:35:57 +0200},
biburl = {https://dblp.org/rec/conf/icis/GubelaL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KozodoiL20,
author = {Nikita Kozodoi and
Stefan Lessmann},
editor = {Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini},
title = {Multi-objective Particle Swarm Optimization for Feature Selection
in Credit Scoring},
booktitle = {Mining Data for Financial Applications - 5th {ECML} {PKDD} Workshop,
{MIDAS} 2020, Ghent, Belgium, September 18, 2020, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {12591},
pages = {68--76},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66981-2\_6},
doi = {10.1007/978-3-030-66981-2\_6},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KozodoiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirtschaftsinformatik/JenneweinBL20,
author = {Carlos Jennewein and
Annika Baumann and
Stefan Lessmann},
editor = {Norbert Gronau and
Moreen Heine and
Hanna Krasnova and
K. Poustcchi},
title = {To Use or not to Use: the Relationship between Personality Traits
and Instagram Usage},
booktitle = {Entwicklungen, Chancen und Herausforderungen der Digitalisierung:
Proceedings der 15. Internationalen Tagung Wirtschaftsinformatik,
{WI} 2020, Potsdam, Germany, March 9-11, 2020. Zentrale Tracks},
pages = {1561--1576},
publisher = {{GITO} Verlag},
year = {2020},
url = {https://doi.org/10.30844/wi\_2020\_o3-jennewein},
doi = {10.30844/WI\_2020\_O3-JENNEWEIN},
timestamp = {Tue, 18 Jul 2023 13:51:23 +0200},
biburl = {https://dblp.org/rec/conf/wirtschaftsinformatik/JenneweinBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09202,
author = {Justin Engelmann and
Stefan Lessmann},
title = {Conditional Wasserstein GAN-based Oversampling of Tabular Data for
Imbalanced Learning},
journal = {CoRR},
volume = {abs/2008.09202},
year = {2020},
url = {https://arxiv.org/abs/2008.09202},
eprinttype = {arXiv},
eprint = {2008.09202},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bise/BaumannHGL19,
author = {Annika Baumann and
Johannes Haupt and
Fabian Gebert and
Stefan Lessmann},
title = {The Price of Privacy - An Evaluation of the Economic Value of Collecting
Clickstream Data},
journal = {Bus. Inf. Syst. Eng.},
volume = {61},
number = {4},
pages = {413--431},
year = {2019},
url = {https://doi.org/10.1007/s12599-018-0528-2},
doi = {10.1007/S12599-018-0528-2},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bise/BaumannHGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/KozodoiLPGB19,
author = {Nikita Kozodoi and
Stefan Lessmann and
Konstantinos Papakonstantinou and
Yiannis Gatsoulis and
Bart Baesens},
title = {A multi-objective approach for profit-driven feature selection in
credit scoring},
journal = {Decis. Support Syst.},
volume = {120},
pages = {106--117},
year = {2019},
url = {https://doi.org/10.1016/j.dss.2019.03.011},
doi = {10.1016/J.DSS.2019.03.011},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/KozodoiLPGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/GubelaBLG19,
author = {Robin Marco Gubela and
Artem Bequ{\'{e}} and
Stefan Lessmann and
Fabian Gebert},
title = {Conversion Uplift in E-Commerce: {A} Systematic Benchmark of Modeling
Strategies},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {18},
number = {3},
pages = {747--791},
year = {2019},
url = {https://doi.org/10.1142/S0219622019500172},
doi = {10.1142/S0219622019500172},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijitdm/GubelaBLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isem/BehlDLDK19,
author = {Abhishek Behl and
Pankaj Dutta and
Stefan Lessmann and
Yogesh K. Dwivedi and
Samarjit Kar},
title = {A conceptual framework for the adoption of big data analytics by e-commerce
startups: a case-based approach},
journal = {Inf. Syst. {E} Bus. Manag.},
volume = {17},
number = {2-4},
pages = {285--318},
year = {2019},
url = {https://doi.org/10.1007/s10257-019-00452-5},
doi = {10.1007/S10257-019-00452-5},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isem/BehlDLDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/HauptJGL19,
author = {Johannes Haupt and
Daniel Jacob and
Robin Marco Gubela and
Stefan Lessmann},
editor = {Helmut Krcmar and
Jane Fedorowicz and
Wai Fong Boh and
Jan Marco Leimeister and
Sunil Wattal},
title = {Affordable Uplift: Supervised Randomization in Controlled Experiments},
booktitle = {Proceedings of the 40th International Conference on Information Systems,
{ICIS} 2019, Munich, Germany, December 15-18, 2019},
publisher = {Association for Information Systems},
year = {2019},
url = {https://aisel.aisnet.org/icis2019/data\_science/data\_science/24},
timestamp = {Tue, 10 Dec 2019 12:03:30 +0100},
biburl = {https://dblp.org/rec/conf/icis/HauptJGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KozodoiKLMP19,
author = {Nikita Kozodoi and
Panagiotis Katsas and
Stefan Lessmann and
Lu{\'{\i}}s Moreira{-}Matias and
Konstantinos Papakonstantinou},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Shallow Self-learning for Reject Inference in Credit Scoring},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
pages = {516--532},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46133-1\_31},
doi = {10.1007/978-3-030-46133-1\_31},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KozodoiKLMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/ThomschkeVL19,
author = {Ringolf Thomschke and
Stefan Vo{\ss} and
Stefan Lessmann},
editor = {Pablo Moscato and
Natalie Jane de Vries},
title = {Metaheuristics and Classifier Ensembles},
booktitle = {Business and Consumer Analytics: New Ideas},
pages = {733--779},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-06222-4\_19},
doi = {10.1007/978-3-030-06222-4\_19},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/19/ThomschkeVL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01726,
author = {Libo Li and
Stefan Lessmann and
Bart Baesens},
title = {Evaluating software defect prediction performance: an updated benchmarking
study},
journal = {CoRR},
volume = {abs/1901.01726},
year = {2019},
url = {http://arxiv.org/abs/1901.01726},
eprinttype = {arXiv},
eprint = {1901.01726},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06108,
author = {Nikita Kozodoi and
Panagiotis Katsas and
Stefan Lessmann and
Lu{\'{\i}}s Moreira{-}Matias and
Konstantinos Papakonstantinou},
title = {Shallow Self-Learning for Reject Inference in Credit Scoring},
journal = {CoRR},
volume = {abs/1909.06108},
year = {2019},
url = {http://arxiv.org/abs/1909.06108},
eprinttype = {arXiv},
eprint = {1909.06108},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-06108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11114,
author = {C. Gary Mena and
Arno De Caigny and
Kristof Coussement and
Koen W. De Bock and
Stefan Lessmann},
title = {Churn Prediction with Sequential Data and Deep Neural Networks. {A}
Comparative Analysis},
journal = {CoRR},
volume = {abs/1909.11114},
year = {2019},
url = {http://arxiv.org/abs/1909.11114},
eprinttype = {arXiv},
eprint = {1909.11114},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00393,
author = {Johannes Haupt and
Daniel Jacob and
Robin Marco Gubela and
Stefan Lessmann},
title = {Affordable Uplift: Supervised Randomization in Controlled Experiments},
journal = {CoRR},
volume = {abs/1910.00393},
year = {2019},
url = {http://arxiv.org/abs/1910.00393},
eprinttype = {arXiv},
eprint = {1910.00393},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08729,
author = {Robin Marco Gubela and
Stefan Lessmann and
Szymon Jaroszewicz},
title = {Response Transformation and Profit Decomposition for Revenue Uplift
Modeling},
journal = {CoRR},
volume = {abs/1911.08729},
year = {2019},
url = {http://arxiv.org/abs/1911.08729},
eprinttype = {arXiv},
eprint = {1911.08729},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/VomfellHL18,
author = {Lara Vomfell and
Wolfgang Karl H{\"{a}}rdle and
Stefan Lessmann},
title = {Improving crime count forecasts using Twitter and taxi data},
journal = {Decis. Support Syst.},
volume = {113},
pages = {73--85},
year = {2018},
url = {https://doi.org/10.1016/j.dss.2018.07.003},
doi = {10.1016/J.DSS.2018.07.003},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/VomfellHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HauptBFL18,
author = {Johannes Haupt and
Benedict Bender and
Benjamin Fabian and
Stefan Lessmann},
title = {Robust identification of email tracking: {A} machine learning approach},
journal = {Eur. J. Oper. Res.},
volume = {271},
number = {1},
pages = {341--356},
year = {2018},
url = {https://doi.org/10.1016/j.ejor.2018.05.018},
doi = {10.1016/J.EJOR.2018.05.018},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/HauptBFL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BaumannHGL18,
author = {Annika Baumann and
Johannes Haupt and
Fabian Gebert and
Stefan Lessmann},
title = {Changing perspectives: Using graph metrics to predict purchase probabilities},
journal = {Expert Syst. Appl.},
volume = {94},
pages = {137--148},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2017.10.046},
doi = {10.1016/J.ESWA.2017.10.046},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BaumannHGL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/BenderFHL18,
author = {Benedict Bender and
Benjamin Fabian and
Johannes Haupt and
Stefan Lessmann},
editor = {Peter M. Bednar and
Ulrich Frank and
Karlheinz Kautz},
title = {Track and Treat - Usage of E-Mail Tracking for Newsletter Individualization},
booktitle = {26th European Conference on Information Systems: Beyond Digitization
- Facets of Socio-Technical Change, {ECIS} 2018, Portsmouth, UK, June
23-28, 2018},
pages = {59},
year = {2018},
url = {https://aisel.aisnet.org/ecis2018\_rp/59},
timestamp = {Thu, 13 Dec 2018 13:03:35 +0100},
biburl = {https://dblp.org/rec/conf/ecis/BenderFHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/or/KozodoiLBP18,
author = {Nikita Kozodoi and
Stefan Lessmann and
Bart Baesens and
Konstantinos Papakonstantinou},
editor = {Bernard Fortz and
Martine Labb{\'{e}}},
title = {Profit-Oriented Feature Selection in Credit Scoring Applications},
booktitle = {Operations Research Proceedings 2018, Selected Papers of the Annual
International Conference of the German Operations Research Society
(GOR), Brussels, Belgium, September 12-14, 2018},
pages = {59--65},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-18500-8\_9},
doi = {10.1007/978-3-030-18500-8\_9},
timestamp = {Mon, 16 Sep 2019 13:45:40 +0200},
biburl = {https://dblp.org/rec/conf/or/KozodoiLBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04033,
author = {Johannes Haupt and
Benedict Bender and
Benjamin Fabian and
Stefan Lessmann},
title = {Robust identification of email tracking: {A} machine learning approach},
journal = {CoRR},
volume = {abs/1806.04033},
year = {2018},
url = {http://arxiv.org/abs/1806.04033},
eprinttype = {arXiv},
eprint = {1806.04033},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/CoussementLV17,
author = {Kristof Coussement and
Stefan Lessmann and
Geert Verstraeten},
title = {A comparative analysis of data preparation algorithms for customer
churn prediction: {A} case study in the telecommunication industry},
journal = {Decis. Support Syst.},
volume = {95},
pages = {27--36},
year = {2017},
url = {https://doi.org/10.1016/j.dss.2016.11.007},
doi = {10.1016/J.DSS.2016.11.007},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/CoussementLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BequeL17,
author = {Artem Bequ{\'{e}} and
Stefan Lessmann},
title = {Extreme learning machines for credit scoring: An empirical evaluation},
journal = {Expert Syst. Appl.},
volume = {86},
pages = {42--53},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2017.05.050},
doi = {10.1016/J.ESWA.2017.05.050},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BequeL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/BequeCGL17,
author = {Artem Bequ{\'{e}} and
Kristof Coussement and
Ross W. Gayler and
Stefan Lessmann},
title = {Approaches for credit scorecard calibration: An empirical analysis},
journal = {Knowl. Based Syst.},
volume = {134},
pages = {213--227},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.07.034},
doi = {10.1016/J.KNOSYS.2017.07.034},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/BequeCGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/AbramovaBKL17,
author = {Olga Abramova and
Annika Baumann and
Hanna Krasnova and
Stefan Lessmann},
editor = {Isabel Ramos and
Virpi Tuunainen and
Helmut Krcmar},
title = {To Phub or not to Phub: Understanding off-Task Smartphone Usage and
its Consequences in the Academic Environment},
booktitle = {25th European Conference on Information Systems, {ECIS} 2017, Guimar{\~{a}}es,
Portugal, June 5-10, 2017},
pages = {127},
year = {2017},
url = {https://aisel.aisnet.org/ecis2017\_rp/127},
timestamp = {Thu, 13 Dec 2018 13:01:16 +0100},
biburl = {https://dblp.org/rec/conf/ecis/AbramovaBKL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/GubelaLHBRG17,
author = {Robin Marco Gubela and
Stefan Lessmann and
Johannes Haupt and
Annika Baumann and
Tillmann Radmer and
Fabian Gebert},
editor = {Yong Jin Kim and
Ritu Agarwal and
Jae Kyu Lee},
title = {Revenue Uplift Modeling},
booktitle = {Proceedings of the International Conference on Information Systems
- Transforming Society with Digital Innovation, {ICIS} 2017, Seoul,
South Korea, December 10-13, 2017},
publisher = {Association for Information Systems},
year = {2017},
url = {http://aisel.aisnet.org/icis2017/DataScience/Presentations/24},
timestamp = {Tue, 19 Dec 2017 17:38:41 +0100},
biburl = {https://dblp.org/rec/conf/icis/GubelaLHBRG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HsuLSMJ16,
author = {Ming{-}Wei Hsu and
Stefan Lessmann and
Ming{-}Chien Sung and
Tiejun Ma and
Johnnie E. V. Johnson},
title = {Bridging the divide in financial market forecasting: machine learners
vs. financial economists},
journal = {Expert Syst. Appl.},
volume = {61},
pages = {215--234},
year = {2016},
url = {https://doi.org/10.1016/j.eswa.2016.05.033},
doi = {10.1016/J.ESWA.2016.05.033},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/HsuLSMJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/BaumannFLH16,
author = {Annika Baumann and
Benjamin Fabian and
Stefan Lessmann and
Lars Holzberg},
title = {Twitter and the Political Landscape - a Graph Analysis of German Politicians},
booktitle = {24th European Conference on Information Systems, {ECIS} 2016, Istanbul,
Turkey, June 12-15, 2016},
pages = {Research Paper 132},
year = {2016},
url = {http://aisel.aisnet.org/ecis2016\_rp/132},
timestamp = {Sat, 12 Nov 2016 17:38:24 +0100},
biburl = {https://dblp.org/rec/conf/ecis/BaumannFLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/HeiligHLV16,
author = {Leonard Heilig and
Julien Hofer and
Stefan Lessmann and
Stefan Vo{\ss}},
title = {Data-Driven Product returns Prediction: a Cloud-based Ensemble Selection
Approach},
booktitle = {24th European Conference on Information Systems, {ECIS} 2016, Istanbul,
Turkey, June 12-15, 2016},
pages = {Research--in--Progress Paper 34},
year = {2016},
url = {http://aisel.aisnet.org/ecis2016\_rip/34},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecis/HeiligHLV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/BenderFLH16,
author = {Benedict Bender and
Benjamin Fabian and
Stefan Lessmann and
Johannes Haupt},
editor = {P{\"{a}}r J. {\AA}gerfalk and
Natalia Levina and
Sia Siew Kien},
title = {E-Mail Tracking: Status Quo and Novel Countermeasures},
booktitle = {Proceedings of the International Conference on Information Systems
- Digital Innovation at the Crossroads, {ICIS} 2016, Dublin, Ireland,
December 11-14, 2016},
publisher = {Association for Information Systems},
year = {2016},
url = {http://aisel.aisnet.org/icis2016/ISSecurity/Presentations/13},
timestamp = {Tue, 23 May 2017 13:25:25 +0200},
biburl = {https://dblp.org/rec/conf/icis/BenderFLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LessmannBST15,
author = {Stefan Lessmann and
Bart Baesens and
Hsin{-}Vonn Seow and
Lyn C. Thomas},
title = {Benchmarking state-of-the-art classification algorithms for credit
scoring: An update of research},
journal = {Eur. J. Oper. Res.},
volume = {247},
number = {1},
pages = {124--136},
year = {2015},
url = {https://doi.org/10.1016/j.ejor.2015.05.030},
doi = {10.1016/J.EJOR.2015.05.030},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/LessmannBST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/BaumannLCB15,
author = {Annika Baumann and
Stefan Lessmann and
Kristof Coussement and
Koen W. De Bock},
editor = {J{\"{o}}rg Becker and
Jan vom Brocke and
Marco de Marco},
title = {Maximize What Matters: Predicting Customer Churn With Decision-Centric
Ensemble Selection},
booktitle = {23rd European Conference on Information Systems, {ECIS} 2015, M{\"{u}}nster,
Germany, May 26-29, 2015},
year = {2015},
url = {http://aisel.aisnet.org/ecis2015\_cr/15},
timestamp = {Thu, 22 Feb 2018 16:52:21 +0100},
biburl = {https://dblp.org/rec/conf/ecis/BaumannLCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/Muller-NavarraL15,
author = {Moritz M{\"{u}}ller{-}Navarra and
Stefan Lessmann and
Stefan Voss},
editor = {Tung X. Bui and
Ralph H. Sprague Jr.},
title = {Sales Forecasting with Partial Recurrent Neural Networks: Empirical
Insights and Benchmarking Results},
booktitle = {48th Hawaii International Conference on System Sciences, {HICSS} 2015,
Kauai, Hawaii, USA, January 5-8, 2015},
pages = {1108--1116},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/HICSS.2015.135},
doi = {10.1109/HICSS.2015.135},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/Muller-NavarraL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BrandnerLV13,
author = {Hubertus Brandner and
Stefan Lessmann and
Stefan Vo{\ss}},
title = {A memetic approach to construct transductive discrete support vector
machines},
journal = {Eur. J. Oper. Res.},
volume = {230},
number = {3},
pages = {581--595},
year = {2013},
url = {https://doi.org/10.1016/j.ejor.2013.05.010},
doi = {10.1016/J.EJOR.2013.05.010},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BrandnerLV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/Lessmann13,
author = {Stefan Lessmann},
title = {Modelling Mismatch In Predictive Analytics: {A} Case Study Illustration
And Possible Remedy},
booktitle = {21st European Conference on Information Systems, {ECIS} 2013, Utrecht,
The Netherlands, June 5-8, 2013},
pages = {104},
year = {2013},
url = {http://aisel.aisnet.org/ecis2013\_cr/104},
timestamp = {Mon, 05 Dec 2016 15:14:00 +0100},
biburl = {https://dblp.org/rec/conf/ecis/Lessmann13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LessmannSJM12,
author = {Stefan Lessmann and
Ming{-}Chien Sung and
Johnnie E. V. Johnson and
Tiejun Ma},
title = {A new methodology for generating and combining statistical forecasting
models to enhance competitive event prediction},
journal = {Eur. J. Oper. Res.},
volume = {218},
number = {1},
pages = {163--174},
year = {2012},
url = {https://doi.org/10.1016/j.ejor.2011.10.032},
doi = {10.1016/J.EJOR.2011.10.032},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/LessmannSJM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SungL12,
author = {Ming{-}Chien Sung and
Stefan Lessmann},
title = {Save the best for last? The treatment of dominant predictors in financial
forecasting},
journal = {Expert Syst. Appl.},
volume = {39},
number = {15},
pages = {11898--11910},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.02.091},
doi = {10.1016/J.ESWA.2012.02.091},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SungL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LessmannCA11,
author = {Stefan Lessmann and
Marco Caserta and
Idel Montalvo Arango},
title = {Tuning metaheuristics: {A} data mining based approach for particle
swarm optimization},
journal = {Expert Syst. Appl.},
volume = {38},
number = {10},
pages = {12826--12838},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2011.04.075},
doi = {10.1016/J.ESWA.2011.04.075},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LessmannCA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/LessmannSJ11,
author = {Stefan Lessmann and
Ming{-}Chien Sung and
Johnnie E. V. Johnson},
title = {Towards a methodology for measuring the true degree of efficiency
in a speculative market},
journal = {J. Oper. Res. Soc.},
volume = {62},
number = {12},
pages = {2120--2132},
year = {2011},
url = {https://doi.org/10.1057/jors.2010.192},
doi = {10.1057/JORS.2010.192},
timestamp = {Sat, 05 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jors/LessmannSJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirtschaftsinformatik/BrandnerLV11,
author = {Hubertus Brandner and
Stefan Lessmann and
Stefan Vo{\ss}},
title = {Support of Managerial Decision Making by Transductive Learning},
booktitle = {10. Internationale Tagung Wirtschaftsinformatik, Z{\"{u}}rich,
16.-18. Februar 2011},
pages = {18},
year = {2011},
url = {http://aisel.aisnet.org/wi2011/18},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wirtschaftsinformatik/BrandnerLV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bise/LessmannV10,
author = {Stefan Lessmann and
Stefan Vo{\ss}},
title = {Customer-Centric Decision Support},
journal = {Bus. Inf. Syst. Eng.},
volume = {2},
number = {2},
pages = {79--93},
year = {2010},
url = {https://doi.org/10.1007/s12599-010-0094-8},
doi = {10.1007/S12599-010-0094-8},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bise/LessmannV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/LessmannLV10,
author = {Stefan Lessmann and
Mariana Listiani and
Stefan Vo{\ss}},
editor = {Rajiv Sabherwal and
Mary Sumner},
title = {Decision Support in Car Leasing: a Forecasting Model for Residual
Value Estimation},
booktitle = {Proceedings of the International Conference on Information Systems,
{ICIS} 2010, Saint Louis, Missouri, USA, December 12-15, 2010},
pages = {17},
publisher = {Association for Information Systems},
year = {2010},
url = {http://aisel.aisnet.org/icis2010\_submissions/17},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icis/LessmannLV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/anis/StahlbockLC10,
author = {Robert Stahlbock and
Stefan Lessmann and
Sven F. Crone},
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Data Mining and Information Systems: Quo Vadis?},
booktitle = {Data Mining - Special Issue in Annals of Information Systems},
series = {Annals of Information Systems},
volume = {8},
pages = {1--15},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-1280-0\_1},
doi = {10.1007/978-1-4419-1280-0\_1},
timestamp = {Fri, 09 Jun 2017 11:04:45 +0200},
biburl = {https://dblp.org/rec/series/anis/StahlbockLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/anis/2010-8,
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Data Mining - Special Issue in Annals of Information Systems},
series = {Annals of Information Systems},
volume = {8},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-1280-0},
doi = {10.1007/978-1-4419-1280-0},
isbn = {978-1-4419-1279-4},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/anis/2010-8.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LessmannSJ09,
author = {Stefan Lessmann and
Ming{-}Chien Sung and
Johnnie E. V. Johnson},
title = {Identifying winners of competitive events: {A} SVM-based classification
model for horserace prediction},
journal = {Eur. J. Oper. Res.},
volume = {196},
number = {2},
pages = {569--577},
year = {2009},
url = {https://doi.org/10.1016/j.ejor.2008.03.018},
doi = {10.1016/J.EJOR.2008.03.018},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/LessmannSJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LessmannV09,
author = {Stefan Lessmann and
Stefan Vo{\ss}},
title = {A reference model for customer-centric data mining with support vector
machines},
journal = {Eur. J. Oper. Res.},
volume = {199},
number = {2},
pages = {520--530},
year = {2009},
url = {https://doi.org/10.1016/j.ejor.2008.12.017},
doi = {10.1016/J.EJOR.2008.12.017},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/LessmannV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hmd/LessmannSV09,
author = {Stefan Lessmann and
Sebastian Sch{\"{u}}ller and
Stefan Vo{\ss}},
title = {Kostensensitive Klassifikation mit \emph{Random Forest}},
journal = {{HMD} Prax. Wirtsch.},
volume = {268},
pages = {57--68},
year = {2009},
url = {http://www.dpunkt.de/hmdissues/268/05.php},
doi = {10.1007/BF03340381},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/hmd/LessmannSV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LessmannV09,
author = {Stefan Lessmann and
Stefan Vo{\ss}},
editor = {Ronghuai Huang and
Qiang Yang and
Jian Pei and
Jo{\~{a}}o Gama and
Xiaofeng Meng and
Xue Li},
title = {Feature Selection in Marketing Applications},
booktitle = {Advanced Data Mining and Applications, 5th International Conference,
{ADMA} 2009, Beijing, China, August 17-19, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5678},
pages = {200--208},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03348-3\_21},
doi = {10.1007/978-3-642-03348-3\_21},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/LessmannV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirtschaftsinformatik/SchulterLV09,
author = {Sebastian Sch{\"{u}}ller and
Stefan Lessmann and
Stefan Vo{\ss}},
editor = {Hans Robert Hansen and
Dimitris Karagiannis and
Hans{-}Georg Fill},
title = {A Case Study of Random Forest in Predictive Data Mining},
booktitle = {Business Services: Konzepte, Technologien, Anwendungen. 9. Internationale
Tagung Wirtschaftsinformatik 25.-27. Februar 2009, Wien},
series = {books@ocg.at},
volume = {247},
pages = {319--328},
publisher = {{\"{O}}sterreichische Computer Gesellschaft},
year = {2009},
url = {http://aisel.aisnet.org/wi2009/117},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wirtschaftsinformatik/SchulterLV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dmin/2009,
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Proceedings of The 2009 International Conference on Data Mining, {DMIN}
2009, July 13-16, 2009, Las Vegas, {USA}},
publisher = {{CSREA} Press},
year = {2009},
isbn = {1-60132-099-X},
timestamp = {Wed, 28 Oct 2009 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmin/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/LessmannBMP08,
author = {Stefan Lessmann and
Bart Baesens and
Christophe Mues and
Swantje Pietsch},
title = {Benchmarking Classification Models for Software Defect Prediction:
{A} Proposed Framework and Novel Findings},
journal = {{IEEE} Trans. Software Eng.},
volume = {34},
number = {4},
pages = {485--496},
year = {2008},
url = {https://doi.org/10.1109/TSE.2008.35},
doi = {10.1109/TSE.2008.35},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/LessmannBMP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/CasertaLV08,
author = {Marco Caserta and
Stefan Lessmann and
Stefan Vo{\ss}},
editor = {Andreas Fink and
Berthold Lausen and
Wilfried Seidel and
Alfred Ultsch},
title = {A Novel Approach to Construct Discrete Support Vector Machine Classifiers},
booktitle = {Advances in Data Analysis, Data Handling and Business Intelligence
- Proceedings of the 32nd Annual Conference of the Gesellschaft f{\"{u}}r
Klassifikation e.V., Joint Conference with the British Classification
Society {(BCS)} and the Dutch/Flemish Classification Society (VOC),
Helmut-Schmidt-University, Hamburg, July 16-18, 2008},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
pages = {115--125},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-01044-6\_10},
doi = {10.1007/978-3-642-01044-6\_10},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gfkl/CasertaLV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/LessmannLV08,
author = {Stefan Lessmann and
Ning Li and
Stefan Vo{\ss}},
title = {A Case Study of Core Vector Machines in Corporate Data Mining},
booktitle = {41st Hawaii International International Conference on Systems Science
{(HICSS-41} 2008), Proceedings, 7-10 January 2008, Waikoloa, Big Island,
HI, {USA}},
pages = {78},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HICSS.2008.3},
doi = {10.1109/HICSS.2008.3},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/LessmannLV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mkwi/MartinLV08,
author = {Nicole Martin and
Stefan Lessmann and
Stefan Vo{\ss}},
editor = {Martin Bichler and
Thomas Hess and
Helmut Krcmar and
Ulrike Lechner and
Florian Matthes and
Arnold Picot and
Benjamin Speitkamp and
Petra Wolf},
title = {Crowdsourcing: Systematisierung praktischer Auspr{\"{a}}gungen
und verwandter Konzepte},
booktitle = {Multikonferenz Wirtschaftsinformatik, {MKWI} 2008, M{\"{u}}nchen,
26.2.2008 - 28.2.2008, Proceedings},
publisher = {GITO-Verlag, Berlin},
year = {2008},
url = {http://ibis.in.tum.de/mkwi08/18\_Kooperationssysteme/05\_Martin.pdf},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mkwi/MartinLV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dmin/2008,
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Proceedings of The 2008 International Conference on Data Mining, {DMIN}
2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes},
publisher = {{CSREA} Press},
year = {2008},
isbn = {1-60132-062-0},
timestamp = {Wed, 28 Oct 2009 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmin/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dmin/2007,
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Proceedings of the 2007 International Conference on Data Mining, {DMIN}
2007, June 25-28, 2007, Las Vegas, Nevada, {USA}},
publisher = {{CSREA} Press},
year = {2007},
isbn = {1-60132-031-0},
timestamp = {Thu, 20 Dec 2007 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmin/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/CroneLS06,
author = {Sven F. Crone and
Stefan Lessmann and
Robert Stahlbock},
title = {The impact of preprocessing on data mining: An evaluation of classifier
sensitivity in direct marketing},
journal = {Eur. J. Oper. Res.},
volume = {173},
number = {3},
pages = {781--800},
year = {2006},
url = {https://doi.org/10.1016/j.ejor.2005.07.023},
doi = {10.1016/J.EJOR.2005.07.023},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/CroneLS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/CroneLP06,
author = {Sven F. Crone and
Stefan Lessmann and
Swantje Pietsch},
editor = {Sven F. Crone and
Stefan Lessmann and
Robert Stahlbock},
title = {Parameter Sensitivity of Support Vector Regression and Neural Networks
for Forecasting},
booktitle = {Proceedings of the 2006 International Conference on Data Mining, {DMIN}
2006, Las Vegas, Nevada, USA, June 26-29, 2006},
pages = {396--402},
publisher = {{CSREA} Press},
year = {2006},
timestamp = {Tue, 19 Dec 2006 08:59:49 +0100},
biburl = {https://dblp.org/rec/conf/dmin/CroneLP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LessmannCS06,
author = {Stefan Lessmann and
Sven F. Crone and
Robert Stahlbock},
title = {An Evaluation of Discrete Support Vector Machines for Cost-Sensitive
Learning},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {347--354},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246702},
doi = {10.1109/IJCNN.2006.246702},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LessmannCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LessmannSC06,
author = {Stefan Lessmann and
Robert Stahlbock and
Sven F. Crone},
title = {Genetic Algorithms for Support Vector Machine Model Selection},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {3063--3069},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247266},
doi = {10.1109/IJCNN.2006.247266},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LessmannSC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CroneLP06,
author = {Sven F. Crone and
Stefan Lessmann and
Swantje Pietsch},
title = {Forecasting with Computational Intelligence - An Evaluation of Support
Vector Regression and Artificial Neural Networks for Time Series Prediction},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {3159--3166},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247299},
doi = {10.1109/IJCNN.2006.247299},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CroneLP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dmin/2006,
editor = {Sven F. Crone and
Stefan Lessmann and
Robert Stahlbock},
title = {Proceedings of the 2006 International Conference on Data Mining, {DMIN}
2006, Las Vegas, Nevada, USA, June 26-29, 2006},
publisher = {{CSREA} Press},
year = {2006},
isbn = {1-60132-004-3},
timestamp = {Tue, 19 Dec 2006 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmin/2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/StahlbockLC05,
author = {Robert Stahlbock and
Stefan Lessmann and
Sven F. Crone},
editor = {Hamid R. Arabnia and
Rose Joshua},
title = {Evolutionary Neural Classification Approaches for Strategic and Operational
Decision Support in Retail Store Planning},
booktitle = {Proceedings of the 2005 International Conference on Artificial Intelligence,
{ICAI} 2005, Las Vegas, Nevada, USA, June 27-30, 2005, Volume 1},
pages = {60--66},
publisher = {{CSREA} Press},
year = {2005},
timestamp = {Tue, 31 Jan 2006 12:58:02 +0100},
biburl = {https://dblp.org/rec/conf/icai/StahlbockLC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/LessmannSC05,
author = {Stefan Lessmann and
Robert Stahlbock and
Sven F. Crone},
editor = {Hamid R. Arabnia and
Rose Joshua},
title = {Optimizing Hyperparameters of Support Vector Machines by Genetic Algorithms},
booktitle = {Proceedings of the 2005 International Conference on Artificial Intelligence,
{ICAI} 2005, Las Vegas, Nevada, USA, June 27-30, 2005, Volume 1},
pages = {74--82},
publisher = {{CSREA} Press},
year = {2005},
timestamp = {Tue, 31 Jan 2006 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icai/LessmannSC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/or/LessmannSC05,
author = {Stefan Lessmann and
Robert Stahlbock and
Sven F. Crone},
editor = {Hans{-}Dietrich Haasis and
Herbert Kopfer and
J{\"{o}}rn Sch{\"{o}}nberger},
title = {Genetically Constructed Kernels for Support Vector Machines},
booktitle = {Operations Research Proceedings 2005, Selected Papers of the Annual
International Conference of the German Operations Research Society
(GOR), Bremen, Germany, September 7-9, 2005},
pages = {257--262},
year = {2005},
url = {https://doi.org/10.1007/3-540-32539-5\_41},
doi = {10.1007/3-540-32539-5\_41},
timestamp = {Tue, 19 Jun 2018 08:18:34 +0200},
biburl = {https://dblp.org/rec/conf/or/LessmannSC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/Lessmann04,
author = {Stefan Lessmann},
editor = {Hamid R. Arabnia},
title = {Solving Imbalanced Classification Problems with Support Vector Machines},
booktitle = {Proceedings of the International Conference on Artificial Intelligence,
{IC-AI} '04, June 21-24, 2004, Las Vegas, Nevada, USA, Volume 1},
pages = {214--220},
publisher = {{CSREA} Press},
year = {2004},
timestamp = {Fri, 19 Nov 2004 14:58:57 +0100},
biburl = {https://dblp.org/rec/conf/icai/Lessmann04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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