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Material Type: Article
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Analysis of classifiers’ robustness to adversarial perturbationsMachine learning, 2018-03, Vol.107 (3), p.481-508 [Peer Reviewed Journal]The Author(s) 2017 ;Machine Learning is a copyright of Springer, (2017). All Rights Reserved. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0885-6125 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-017-5663-3Full text available |
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Material Type: Article
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Prediction of heart disease and classifiers’ sensitivity analysisBMC bioinformatics, 2020-07, Vol.21 (1), p.1-278, Article 278 [Peer Reviewed Journal]COPYRIGHT 2020 BioMed Central Ltd. ;2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-020-03626-y ;PMID: 32615980Full text available |
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Material Type: Article
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Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosisProceedings of the National Academy of Sciences - PNAS, 2020-06, Vol.117 (23), p.12592-12594 [Peer Reviewed Journal]Copyright © 2020 the Author(s). Published by PNAS. ;Copyright National Academy of Sciences Jun 9, 2020 ;Copyright © 2020 the Author(s). Published by PNAS. 2020 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1919012117 ;PMID: 32457147Full text available |
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Material Type: Article
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Uncertainty quantification in neural network classifiers—A local linear approachAutomatica (Oxford), 2024-05, Vol.163 [Peer Reviewed Journal]ISSN: 0005-1098 ;ISSN: 1873-2836 ;EISSN: 1873-2836 ;DOI: 10.1016/j.automatica.2024.111563Digital Resources/Online E-Resources |
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Material Type: Article
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Explaining classifiers by constructing familiar conceptsMachine learning, 2023-11, Vol.112 (11), p.4167-4200 [Peer Reviewed Journal]The Author(s) 2022 ;ISSN: 0885-6125 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-022-06157-0Digital Resources/Online E-Resources |
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6 |
Material Type: Article
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Learning likelihood ratios with neural network classifiersThe journal of high energy physics, 2024-02, Vol.2024 (2), p.136-41 [Peer Reviewed Journal]The Author(s) 2024 ;The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;EISSN: 1029-8479 ;DOI: 10.1007/JHEP02(2024)136Full text available |
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7 |
Material Type: Article
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A geometric framework for multiclass ensemble classifiersMachine learning, 2023-12, Vol.112 (12), p.4929-4958 [Peer Reviewed Journal]The Author(s) 2023 ;ISSN: 0885-6125 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-023-06406-wDigital Resources/Online E-Resources |
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8 |
Material Type: Article
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Galaxy Merger Rates up to z ∼ 3 Using a Bayesian Deep Learning Model: A Major-merger Classifier Using IllustrisTNG Simulation DataThe Astrophysical journal, 2020-06, Vol.895 (2), p.115 [Peer Reviewed Journal]2020. The American Astronomical Society. All rights reserved. ;Copyright IOP Publishing Jun 01, 2020 ;ISSN: 0004-637X ;EISSN: 1538-4357 ;DOI: 10.3847/1538-4357/ab8f9bFull text available |
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9 |
Material Type: Article
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Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison StudyPloS one, 2015-12, Vol.10 (12), p.e0145118-e0145118 [Peer Reviewed Journal]COPYRIGHT 2015 Public Library of Science ;COPYRIGHT 2015 Public Library of Science ;2015 Maier et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2015 Maier et al 2015 Maier et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0145118 ;PMID: 26672989Full text available |
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10 |
Material Type: Article
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Sex‐related patterns in the electroencephalogram and their relevance in machine learning classifiersHuman brain mapping, 2023-10, Vol.44 (14), p.4848-4858 [Peer Reviewed Journal]2023 The Authors. published by Wiley Periodicals LLC. ;2023 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. ;2023. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1065-9471 ;EISSN: 1097-0193 ;DOI: 10.1002/hbm.26417 ;PMID: 37461294Full text available |
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11 |
Material Type: Article
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Short Term Traffic State Prediction via Hyperparameter Optimization Based ClassifiersSensors (Basel, Switzerland), 2020-01, Vol.20 (3), p.685 [Peer Reviewed Journal]2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2020 by the authors. 2020 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s20030685 ;PMID: 32012650Full text available |
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Material Type: Article
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On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance PropagationPloS one, 2015-07, Vol.10 (7), p.e0130140-e0130140 [Peer Reviewed Journal]COPYRIGHT 2015 Public Library of Science ;COPYRIGHT 2015 Public Library of Science ;2015 Bach et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2015 Bach et al 2015 Bach et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0130140 ;PMID: 26161953Full text available |
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Material Type: Article
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Variational quantum classifiers through the lens of the HessianPloS one, 2022-01, Vol.17 (1), p.e0262346-e0262346 [Peer Reviewed Journal]COPYRIGHT 2022 Public Library of Science ;2022 Sen et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2022 Sen et al 2022 Sen et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0262346 ;PMID: 35051206Full text available |
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Material Type: Article
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A review of learning vector quantization classifiersNeural computing & applications, 2014-09, Vol.25 (3-4), p.511-524 [Peer Reviewed Journal]Springer-Verlag London 2013 ;2015 INIST-CNRS ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-013-1535-3Full text available |
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15 |
Material Type: Article
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Machine-learning Classifiers for Intermediate Redshift Emission-line GalaxiesThe Astrophysical journal, 2019-09, Vol.883 (1), p.63 [Peer Reviewed Journal]2019. The American Astronomical Society. All rights reserved. ;Copyright IOP Publishing Sep 20, 2019 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0004-637X ;ISSN: 1538-4357 ;EISSN: 1538-4357 ;DOI: 10.3847/1538-4357/ab397eFull text available |
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16 |
Material Type: Article
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A deep-learning classifier identifies patients with clinical heart failure using whole-slide images of H&E tissuePloS one, 2018-04, Vol.13 (4), p.e0192726-e0192726 [Peer Reviewed Journal]COPYRIGHT 2018 Public Library of Science ;COPYRIGHT 2018 Public Library of Science ;2018 Nirschl et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2018 Nirschl et al 2018 Nirschl et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0192726 ;PMID: 29614076Full text available |
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17 |
Material Type: Article
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Ensemble of Heterogeneous Base Classifiers for Human Gait RecognitionSensors (Basel, Switzerland), 2023-01, Vol.23 (1), p.508 [Peer Reviewed Journal]COPYRIGHT 2023 MDPI AG ;2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2023 by the authors. 2023 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23010508 ;PMID: 36617105Full text available |
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18 |
Material Type: Article
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Probability Estimates of Short-Term Rockburst Risk with Ensemble ClassifiersRock mechanics and rock engineering, 2021-04, Vol.54 (4), p.1799-1814 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer-Verlag GmbH, AT part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer-Verlag GmbH, AT part of Springer Nature 2021. ;ISSN: 0723-2632 ;EISSN: 1434-453X ;DOI: 10.1007/s00603-021-02369-3Full text available |
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Material Type: Article
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Stream Processing Architectures for Continuous ECG Monitoring Using Subsampling- Based ClassifiersIEEE transactions on very large scale integration (VLSI) systems, 2024-01, Vol.32 (1), p.68-78 [Peer Reviewed Journal]ISSN: 1063-8210 ;EISSN: 1557-9999 ;DOI: 10.1109/TVLSI.2023.3329360 ;CODEN: IEVSE9Digital Resources/Online E-Resources |
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Material Type: Book
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Multiple Classifier Systems: Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : ProceedingsSpringer-Verlag Berlin Heidelberg 2001 ;ISSN: 0302-9743 ;ISBN: 9783540422846 ;ISBN: 3540422846 ;ISBN: 9783540829478 ;ISBN: 3540829474 ;EISSN: 1611-3349 ;EISBN: 3540482199 ;EISBN: 9783540482192 ;DOI: 10.1007/3-540-48219-9 ;OCLC: 48984598Full text available |