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ORCIDBibTeX records: Tuve Löfström
@inproceedings{DBLP:conf/copa/UddinL23,
author = {Nasir Uddin and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Applications of Conformal Regression on Real-world Industrial Use
Cases using Crepes and {MAPIE}},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {147--165},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/uddin23a.html},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/UddinL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonSLB23,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Confidence Classifiers with Guaranteed Accuracy or Precision},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {513--533},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/johansson23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonSLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LofstromBRBJ23,
author = {Tuwe L{\"{o}}fstr{\"{o}}m and
Alexander Bondaletov and
Artem Ryasik and
Henrik Bostr{\"{o}}m and
Ulf Johansson},
editor = {Harris Papadopoulos and
Khuong An Nguyen and
Henrik Bostr{\"{o}}m and
Lars Carlsson},
title = {Tutorial on using Conformal Predictive Systems in {KNIME}},
booktitle = {Conformal and Probabilistic Prediction with Applications, 13-15 September
2023, Limassol, Cyprus},
series = {Proceedings of Machine Learning Research},
volume = {204},
pages = {602--620},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v204/lofstrom23a.html},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/LofstromBRBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/JohanssonLSL23,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Cecilia S{\"{o}}nstr{\"{o}}d and
Helena L{\"{o}}fstr{\"{o}}m},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa},
title = {Conformal Prediction for Accuracy Guarantees in Classification with
Reject Option},
booktitle = {Modeling Decisions for Artificial Intelligence - 20th International
Conference, {MDAI} 2023, Ume{\aa}, Sweden, June 19-22, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13890},
pages = {133--145},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33498-6\_9},
doi = {10.1007/978-3-031-33498-6\_9},
timestamp = {Fri, 26 May 2023 22:33:52 +0200},
biburl = {https://dblp.org/rec/conf/mdai/JohanssonLSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02305,
author = {Helena L{\"{o}}fstr{\"{o}}m and
Tuwe L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d},
title = {Calibrated Explanations: with Uncertainty Information and Counterfactuals},
journal = {CoRR},
volume = {abs/2305.02305},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02305},
doi = {10.48550/ARXIV.2305.02305},
eprinttype = {arXiv},
eprint = {2305.02305},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06642,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Cecilia S{\"{o}}nstr{\"{o}}d},
title = {Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers},
journal = {CoRR},
volume = {abs/2306.06642},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06642},
doi = {10.48550/ARXIV.2306.06642},
eprinttype = {arXiv},
eprint = {2306.06642},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16245,
author = {Tuwe L{\"{o}}fstr{\"{o}}m and
Helena L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d},
title = {Calibrated Explanations for Regression},
journal = {CoRR},
volume = {abs/2308.16245},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16245},
doi = {10.48550/ARXIV.2308.16245},
eprinttype = {arXiv},
eprint = {2308.16245},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/OucheikhPL22,
author = {Rachid Oucheikh and
Tobias Pettersson and
Tuwe L{\"{o}}fstr{\"{o}}m},
title = {Product verification using {OCR} classification and Mondrian conformal
prediction},
journal = {Expert Syst. Appl.},
volume = {188},
pages = {115942},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2021.115942},
doi = {10.1016/J.ESWA.2021.115942},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/OucheikhPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JohanssonSLB22,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {Rule extraction with guarantees from regression models},
journal = {Pattern Recognit.},
volume = {126},
pages = {108554},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108554},
doi = {10.1016/J.PATCOG.2022.108554},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/JohanssonSLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LofstromRJ22,
author = {Tuwe L{\"{o}}fstr{\"{o}}m and
Artem Ryasik and
Ulf Johansson},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Tutorial for using conformal prediction in {KNIME}},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {4--23},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/lofstrom22a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/copa/LofstromRJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLS22,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Niclas St{\aa}hl},
editor = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Khuong An Nguyen and
Zhiyuan Luo and
Lars Carlsson},
title = {Well-Calibrated Rule Extractors},
booktitle = {Conformal and Probabilistic Prediction with Applications, 24-26 August
2022, Brighton, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {179},
pages = {72--91},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v179/johansson22b.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlt/PetterssonOL22,
author = {Tobias Pettersson and
Rachid Oucheikh and
Tuwe L{\"{o}}fstr{\"{o}}m},
title = {{NLP} Cross-Domain Recognition of Retail Products},
booktitle = {{ICMLT} 2022: 7th International Conference on Machine Learning Technologies,
Rome, Italy, March 11 - 13, 2022},
pages = {237--243},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3529399.3529436},
doi = {10.1145/3529399.3529436},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmlt/PetterssonOL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BostromJL21,
author = {Henrik Bostr{\"{o}}m and
Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Mondrian conformal predictive distributions},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {24--38},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/bostrom21a.html},
timestamp = {Wed, 27 Apr 2022 11:34:19 +0200},
biburl = {https://dblp.org/rec/conf/copa/BostromJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLB21,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Lars Carlsson and
Zhiyuan Luo and
Giovanni Cherubin and
Khuong An Nguyen},
title = {Calibrating multi-class models},
booktitle = {Conformal and Probabilistic Prediction and Applications, 8-10 September
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {152},
pages = {111--130},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v152/johansson21a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/JohanssonLB21,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa},
title = {Well-Calibrated and Sharp Interpretable Multi-Class Models},
booktitle = {Modeling Decisions for Artificial Intelligence - 18th International
Conference, {MDAI} 2021, Ume{\aa}, Sweden, September 27-30, 2021,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12898},
pages = {193--204},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85529-1\_16},
doi = {10.1007/978-3-030-85529-1\_16},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdai/JohanssonLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/JohanssonBL21,
author = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Tuwe L{\"{o}}fstr{\"{o}}m},
title = {Investigating Normalized Conformal Regressors},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9659853},
doi = {10.1109/SSCI50451.2021.9659853},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/JohanssonBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JohanssonL20,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Well-calibrated and specialized probability estimation trees},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {415--423},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.47},
doi = {10.1137/1.9781611976236.47},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/JohanssonL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JohanssonLLB19,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Linusson and
Henrik Bostr{\"{o}}m},
title = {Efficient Venn predictors using random forests},
journal = {Mach. Learn.},
volume = {108},
number = {3},
pages = {535--550},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5753-x},
doi = {10.1007/S10994-018-5753-X},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JohanssonLLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/GiriJL19,
author = {Chandadevi Giri and
Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Predictive Modeling of Campaigns to Quantify Performance in Fashion
Retail Industry},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {2267--2273},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005492},
doi = {10.1109/BIGDATA47090.2019.9005492},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/GiriJL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLBS19,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m and
Cecilia S{\"{o}}nstr{\"{o}}d},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov},
title = {Interpretable and specialized conformal predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2019,
9-11 September 2019, Golden Sands, Bulgaria},
series = {Proceedings of Machine Learning Research},
volume = {105},
pages = {3--22},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v105/johansson19a.html},
timestamp = {Mon, 07 Aug 2023 13:29:45 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JohanssonSLB19,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Customized Interpretable Conformal Regressors},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {221--230},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00037},
doi = {10.1109/DSAA.2019.00037},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JohanssonSLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JohanssonLB19,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Calibrating Probability Estimation Trees using Venn-Abers Predictors},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {28--36},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.4},
doi = {10.1137/1.9781611975673.4},
timestamp = {Fri, 04 Oct 2019 16:53:59 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JohanssonLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/JohanssonLLB18,
author = {Ulf Johansson and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {Interpretable regression trees using conformal prediction},
journal = {Expert Syst. Appl.},
volume = {97},
pages = {394--404},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2017.12.041},
doi = {10.1016/J.ESWA.2017.12.041},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/JohanssonLLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/JohanssonLSLGB18,
author = {Ulf Johansson and
Tuwe L{\"{o}}fstr{\"{o}}m and
H{\aa}kan Sundell and
Henrik Linusson and
Anders Gidenstam and
Henrik Bostr{\"{o}}m},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Evgueni N. Smirnov and
Ralf L. M. Peeters},
title = {Venn predictors for well-calibrated probability estimation trees},
booktitle = {7th Symposium on Conformal and Probabilistic Prediction and Applications,
{COPA} 2018, 11-13 June 2018, Maastricht, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {91},
pages = {3--14},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v91/johansson18a.html},
timestamp = {Mon, 07 Aug 2023 13:29:45 +0200},
biburl = {https://dblp.org/rec/conf/copa/JohanssonLSLGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LinussonJBL18,
author = {Henrik Linusson and
Ulf Johansson and
Henrik Bostr{\"{o}}m and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Dinh Q. Phung and
Vincent S. Tseng and
Geoffrey I. Webb and
Bao Ho and
Mohadeseh Ganji and
Lida Rashidi},
title = {Classification with Reject Option Using Conformal Prediction},
booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10937},
pages = {94--105},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93034-3\_8},
doi = {10.1007/978-3-319-93034-3\_8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/LinussonJBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/BostromLLJ17,
author = {Henrik Bostr{\"{o}}m and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson},
title = {Accelerating difficulty estimation for conformal regression forests},
journal = {Ann. Math. Artif. Intell.},
volume = {81},
number = {1-2},
pages = {125--144},
year = {2017},
url = {https://doi.org/10.1007/s10472-017-9539-9},
doi = {10.1007/S10472-017-9539-9},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amai/BostromLLJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/LinussonNBJL17,
author = {Henrik Linusson and
Ulf Norinder and
Henrik Bostr{\"{o}}m and
Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {On the Calibration of Aggregated Conformal Predictors},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {154--173},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/linusson17a.html},
timestamp = {Mon, 07 Aug 2023 13:29:45 +0200},
biburl = {https://dblp.org/rec/conf/copa/LinussonNBJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/AhlbergWBLLNJEH17,
author = {Ernst Ahlberg and
Susanne Winiwarter and
Henrik Bostr{\"{o}}m and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Norinder and
Ulf Johansson and
Ola Engkvist and
Oscar Hammar and
Claus Bendtsen and
Lars Carlsson},
editor = {Alex Gammerman and
Vladimir Vovk and
Zhiyuan Luo and
Harris Papadopoulos},
title = {Using Conformal Prediction to Prioritize Compound Synthesis in Drug
Discovery},
booktitle = {Conformal and Probabilistic Prediction and Applications, {COPA} 2017,
13-16 June 2017, Stockholm, Sweden},
series = {Proceedings of Machine Learning Research},
volume = {60},
pages = {174--184},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v60/ahlberg17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/copa/AhlbergWBLLNJEH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JohanssonLLB17,
author = {Ulf Johansson and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {Model-agnostic nonconformity functions for conformal classification},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {2072--2079},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966105},
doi = {10.1109/IJCNN.2017.7966105},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JohanssonLLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/copa/BostromLLJ16,
author = {Henrik Bostr{\"{o}}m and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson},
editor = {Alexander Gammerman and
Zhiyuan Luo and
Jes{\'{u}}s Vega and
Vladimir Vovk},
title = {Evaluation of a Variance-Based Nonconformity Measure for Regression
Forests},
booktitle = {Conformal and Probabilistic Prediction with Applications - 5th International
Symposium, {COPA} 2016, Madrid, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9653},
pages = {75--89},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33395-3\_6},
doi = {10.1007/978-3-319-33395-3\_6},
timestamp = {Mon, 04 Apr 2022 16:00:13 +0200},
biburl = {https://dblp.org/rec/conf/copa/BostromLLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LinussonJBL16,
author = {Henrik Linusson and
Ulf Johansson and
Henrik Bostr{\"{o}}m and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {James Bailey and
Latifur Khan and
Takashi Washio and
Gillian Dobbie and
Joshua Zhexue Huang and
Ruili Wang},
title = {Reliable Confidence Predictions Using Conformal Prediction},
booktitle = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9651},
pages = {77--88},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31753-3\_7},
doi = {10.1007/978-3-319-31753-3\_7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/LinussonJBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/se/Lofstrom15,
author = {Tuwe L{\"{o}}fstr{\"{o}}m},
title = {On Effectively Creating Ensembles of Classifiers : Studies on Creation
Strategies, Diversity and Predicting with Confidence},
school = {Stockholm University, Sweden},
year = {2015},
url = {https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-116683},
urn = {urn:nbn:se:su:diva-116683},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/se/Lofstrom15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LofstromBLJ15,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m and
Henrik Linusson and
Ulf Johansson},
title = {Bias reduction through conditional conformal prediction},
journal = {Intell. Data Anal.},
volume = {19},
number = {6},
pages = {1355--1375},
year = {2015},
url = {https://doi.org/10.3233/IDA-150786},
doi = {10.3233/IDA-150786},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/LofstromBLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scai/LofstromZLJ15,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Jing Zhao and
Henrik Linusson and
Karl Jansson},
editor = {Slawomir Nowaczyk},
title = {Predicting Adverse Drug Events with Confidence},
booktitle = {Thirteenth Scandinavian Conference on Artificial Intelligence - {SCAI}
2015, Halmstad, Sweden, November 5-6, 2015},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {278},
pages = {88--97},
publisher = {{IOS} Press},
year = {2015},
url = {https://doi.org/10.3233/978-1-61499-589-0-88},
doi = {10.3233/978-1-61499-589-0-88},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/scai/LofstromZLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JohanssonBLL14,
author = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Linusson},
title = {Regression conformal prediction with random forests},
journal = {Mach. Learn.},
volume = {97},
number = {1-2},
pages = {155--176},
year = {2014},
url = {https://doi.org/10.1007/s10994-014-5453-0},
doi = {10.1007/S10994-014-5453-0},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/JohanssonBLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/LinussonJBL14,
author = {Henrik Linusson and
Ulf Johansson and
Henrik Bostr{\"{o}}m and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis and
Harris Papadopoulos and
Spyros Sioutas and
Christos Makris},
title = {Efficiency Comparison of Unstable Transductive and Inductive Conformal
Classifiers},
booktitle = {Artificial Intelligence Applications and Innovations - {AIAI} 2014
Workshops: CoPA, MHDW, IIVC, and MT4BD, Rhodes, Greece, September
19-21, 2014. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {437},
pages = {261--270},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44722-2\_28},
doi = {10.1007/978-3-662-44722-2\_28},
timestamp = {Sun, 02 Jun 2019 21:25:43 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/LinussonJBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/JohanssonKLLB14,
author = {Ulf Johansson and
Rikard K{\"{o}}nig and
Henrik Linusson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Lazaros S. Iliadis and
Ilias Maglogiannis and
Harris Papadopoulos and
Spyros Sioutas and
Christos Makris},
title = {Rule Extraction with Guaranteed Fidelity},
booktitle = {Artificial Intelligence Applications and Innovations - {AIAI} 2014
Workshops: CoPA, MHDW, IIVC, and MT4BD, Rhodes, Greece, September
19-21, 2014. Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {437},
pages = {281--290},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44722-2\_30},
doi = {10.1007/978-3-662-44722-2\_30},
timestamp = {Sun, 23 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ifip12/JohanssonKLLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LinussonJL14,
author = {Henrik Linusson and
Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Signed-Error Conformal Regression},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {224--236},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_19},
doi = {10.1007/978-3-319-06608-0\_19},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LinussonJL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JohanssonKLB13,
author = {Ulf Johansson and
Rikard K{\"{o}}nig and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {Evolved decision trees as conformal predictors},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {1794--1801},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557778},
doi = {10.1109/CEC.2013.6557778},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/JohanssonKLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciel/JohanssonLB13,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {Overproduce-and-select: The grim reality},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Ensemble Learning, {CIEL} 2013, {IEEE} Symposium Series on Computational
Intelligence (SSCI), 16-19 April 2013, Singapore},
pages = {52--59},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIEL.2013.6613140},
doi = {10.1109/CIEL.2013.6613140},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciel/JohanssonLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JohanssonBL13,
author = {Ulf Johansson and
Henrik Bostr{\"{o}}m and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Conformal Prediction Using Decision Trees},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {330--339},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.85},
doi = {10.1109/ICDM.2013.85},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JohanssonBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JohanssonLB13,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {Random brains},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707026},
doi = {10.1109/IJCNN.2013.6707026},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JohanssonLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LofstromJB13,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Henrik Bostr{\"{o}}m},
title = {Effective utilization of data in inductive conformal prediction using
ensembles of neural networks},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706817},
doi = {10.1109/IJCNN.2013.6706817},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LofstromJB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/JohanssonSLB12,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {Obtaining accurate and comprehensible classifiers using oracle coaching},
journal = {Intell. Data Anal.},
volume = {16},
number = {2},
pages = {247--263},
year = {2012},
url = {https://doi.org/10.3233/IDA-2012-0522},
doi = {10.3233/IDA-2012-0522},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/JohanssonSLB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JohanssonL12,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m},
title = {Producing implicit diversity in {ANN} ensembles},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252713},
doi = {10.1109/IJCNN.2012.6252713},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JohanssonL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JohanssonSL11,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuve L{\"{o}}fstr{\"{o}}m},
title = {One tree to explain them all},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2011, New Orleans, LA, USA, 5-8 June, 2011},
pages = {1444--1451},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CEC.2011.5949785},
doi = {10.1109/CEC.2011.5949785},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/JohanssonSL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/JohanssonLS11,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Cecilia S{\"{o}}nstr{\"{o}}d},
title = {Locally induced predictive models},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {1735--1740},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6083922},
doi = {10.1109/ICSMC.2011.6083922},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/JohanssonLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/KonigJLN10,
author = {Rikard K{\"{o}}nig and
Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Lars Niklasson},
title = {Improving {GP} classification performance by injection of decision
trees},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5585988},
doi = {10.1109/CEC.2010.5585988},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/KonigJLN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/JohanssonKLN10,
author = {Ulf Johansson and
Rikard K{\"{o}}nig and
Tuve L{\"{o}}fstr{\"{o}}m and
Lars Niklasson},
editor = {Anna Isabel Esparcia{-}Alc{\'{a}}zar and
Anik{\'{o}} Ek{\'{a}}rt and
Sara Silva and
Stephen Dignum and
A. Sima Etaner{-}Uyar},
title = {Using Imaginary Ensembles to Select {GP} Classifiers},
booktitle = {Genetic Programming, 13th European Conference, EuroGP 2010, Istanbul,
Turkey, April 7-9, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6021},
pages = {278--288},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12148-7\_24},
doi = {10.1007/978-3-642-12148-7\_24},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurogp/JohanssonKLN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/JohanssonSL10,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Paul R. Cohen and
Niall M. Adams and
Michael R. Berthold},
title = {Oracle Coached Decision Trees and Lists},
booktitle = {Advances in Intelligent Data Analysis IX, 9th International Symposium,
{IDA} 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6065},
pages = {67--78},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13062-5\_8},
doi = {10.1007/978-3-642-13062-5\_8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/JohanssonSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LofstromJB10,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Henrik Bostr{\"{o}}m},
title = {Comparing methods for generating diverse ensembles of artificial neural
networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596763},
doi = {10.1109/IJCNN.2010.5596763},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LofstromJB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JohanssonSLK09,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuve L{\"{o}}fstr{\"{o}}m and
Rikard K{\"{o}}nig},
title = {Using genetic programming to obtain implicit diversity},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {2454--2459},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4983248},
doi = {10.1109/CEC.2009.4983248},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/JohanssonSLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/LofstromJB09,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Henrik Bostr{\"{o}}m},
title = {Ensemble member selection using multi-objective optimization},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2009, part of the {IEEE} Symposium Series
on Computational Intelligence 2009, Nashville, TN, USA, March 30,
2009 - April 2, 2009},
pages = {245--251},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CIDM.2009.4938656},
doi = {10.1109/CIDM.2009.4938656},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidm/LofstromJB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/SonstrodJL09,
author = {Cecilia S{\"{o}}nstr{\"{o}}d and
Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m},
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Evaluating Algorithms for Concept Description},
booktitle = {Proceedings of The 2009 International Conference on Data Mining, {DMIN}
2009, July 13-16, 2009, Las Vegas, {USA}},
pages = {354--360},
publisher = {{CSREA} Press},
year = {2009},
timestamp = {Wed, 28 Oct 2009 09:52:56 +0100},
biburl = {https://dblp.org/rec/conf/dmin/SonstrodJL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JohanssonKLSN09,
author = {Ulf Johansson and
Rikard K{\"{o}}nig and
Tuve L{\"{o}}fstr{\"{o}}m and
Cecilia S{\"{o}}nstr{\"{o}}d and
Lars Niklasson},
editor = {Ajith Abraham and
Aboul Ella Hassanien and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
title = {Post-processing Evolved Decision Trees},
booktitle = {Foundations of Computational Intelligence - Volume 4: Bio-Inspired
Data Mining},
series = {Studies in Computational Intelligence},
volume = {204},
pages = {149--164},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01088-0\_7},
doi = {10.1007/978-3-642-01088-0\_7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/JohanssonKLSN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JohanssonKLN08,
author = {Ulf Johansson and
Rikard K{\"{o}}nig and
Tuve L{\"{o}}fstr{\"{o}}m and
Lars Niklasson},
title = {Increasing rule extraction accuracy by post-processing {GP} trees},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {3005--3010},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4631203},
doi = {10.1109/CEC.2008.4631203},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/JohanssonKLN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LofstromJB08,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Henrik Bostr{\"{o}}m},
editor = {M. Arif Wani and
Xue{-}wen Chen and
David P. Casasent and
Lukasz A. Kurgan and
Tony Hu and
Khalid Hafeez},
title = {On the Use of Accuracy and Diversity Measures for Evaluating and Selecting
Ensembles of Classifiers},
booktitle = {Seventh International Conference on Machine Learning and Applications,
{ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
pages = {127--132},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICMLA.2008.102},
doi = {10.1109/ICMLA.2008.102},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/LofstromJB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JohanssonLB08,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
title = {The problem with ranking ensembles based on training or validation
performance},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {3222--3228},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634255},
doi = {10.1109/IJCNN.2008.4634255},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JohanssonLB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JohanssonLN08,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Lars Niklasson},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Evaluating Standard Techniques for Implicit Diversity},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {592--599},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_54},
doi = {10.1007/978-3-540-68125-0\_54},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/JohanssonLN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scai/JohanssonSLB08,
author = {Ulf Johansson and
Cecilia S{\"{o}}nstr{\"{o}}d and
Tuve L{\"{o}}fstr{\"{o}}m and
Henrik Bostr{\"{o}}m},
editor = {Anders Holst and
Per Kreuger and
Peter Funk},
title = {Chipper - {A} Novel Algorithm for Concept Description},
booktitle = {Tenth Scandinavian Conference on Artificial Intelligence, {SCAI} 2008,
Stockholm, Sweden, May 26-28, 2008},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {173},
pages = {133--140},
publisher = {{IOS} Press},
year = {2008},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=8987},
timestamp = {Mon, 15 Feb 2021 14:16:47 +0100},
biburl = {https://dblp.org/rec/conf/scai/JohanssonSLB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/LofstromJN07,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Lars Niklasson},
title = {Empirically investigating the importance of diversity},
booktitle = {10th International Conference on Information Fusion, {FUSION} 2007,
Qu{\'{e}}bec, Canada, July 9-12, 2007},
pages = {1--8},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICIF.2007.4408197},
doi = {10.1109/ICIF.2007.4408197},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fusion/LofstromJN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JohanssonLN07,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Lars Niklasson},
title = {The Importance of Diversity in Neural Network Ensembles - An Empirical
Investigation},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {661--666},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371035},
doi = {10.1109/IJCNN.2007.4371035},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/JohanssonLN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/JohanssonLKN06,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Rikard K{\"{o}}nig and
Lars Niklasson},
editor = {Geoff Sutcliffe and
Randy Goebel},
title = {Introducing {GEMS} - {A} Novel Technique for Ensemble Creation},
booktitle = {Proceedings of the Nineteenth International Florida Artificial Intelligence
Research Society Conference, Melbourne Beach, Florida, USA, May 11-13,
2006},
pages = {700--705},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/FLAIRS/2006/flairs06-138.php},
timestamp = {Wed, 26 Oct 2022 08:35:26 +0200},
biburl = {https://dblp.org/rec/conf/flairs/JohanssonLKN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/LofstromKJNSZ06,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Rikard K{\"{o}}nig and
Ulf Johansson and
Lars Niklasson and
Mattias Strand and
Tom Ziemke},
title = {Benefits of relating the Retail Domain and Information Fusion},
booktitle = {9th International Conference on Information Fusion, {FUSION} 2006,
Florence, Italy, July 10-13, 2006},
pages = {1--4},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIF.2006.301644},
doi = {10.1109/ICIF.2006.301644},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fusion/LofstromKJNSZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/JohanssonLKN06,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Rikard K{\"{o}}nig and
Lars Niklasson},
editor = {Leszek Rutkowski and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {Genetically Evolved Trees Representing Ensembles},
booktitle = {Artificial Intelligence and Soft Computing - {ICAISC} 2006, 8th International
Conference, Zakopane, Poland, June 25-29, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4029},
pages = {613--622},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11785231\_64},
doi = {10.1007/11785231\_64},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/JohanssonLKN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JohanssonLKSN06,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Rikard K{\"{o}}nig and
Cecilia S{\"{o}}nstr{\"{o}}d and
Lars Niklasson},
editor = {M. Arif Wani and
Tao Li and
Lukasz A. Kurgan and
Jieping Ye and
Ying Liu},
title = {Rule Extraction from Opaque Models-- {A} Slightly Different Perspective},
booktitle = {The Fifth International Conference on Machine Learning and Applications,
{ICMLA} 2006, Orlando, Florida, USA, 14-16 December 2006},
pages = {22--27},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICMLA.2006.46},
doi = {10.1109/ICMLA.2006.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/JohanssonLKSN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JohanssonLKN06,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Rikard K{\"{o}}nig and
Lars Niklasson},
title = {Building Neural Network Ensembles using Genetic Programming},
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 = {1260--1265},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246836},
doi = {10.1109/IJCNN.2006.246836},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JohanssonLKN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimca/JohanssonLN05,
author = {Ulf Johansson and
Tuve L{\"{o}}fstr{\"{o}}m and
Lars Niklasson},
title = {Obtaining Accurate Neural Network Ensembles},
booktitle = {2005 International Conference on Computational Intelligence for Modelling
Control and Automation {(CIMCA} 2005), International Conference on
Intelligent Agents, Web Technologies and Internet Commerce {(IAWTIC}
2005), 28-30 November 2005, Vienna, Austria},
pages = {103--108},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CIMCA.2005.1631453},
doi = {10.1109/CIMCA.2005.1631453},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimca/JohanssonLN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LofstromJN04,
author = {Tuve L{\"{o}}fstr{\"{o}}m and
Ulf Johansson and
Lars Niklasson},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Rule Extraction by Seeing Through the Model},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {555--560},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_85},
doi = {10.1007/978-3-540-30499-9\_85},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/LofstromJN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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