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Material Type: Article
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The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advancesData mining and knowledge discovery, 2021-03, Vol.35 (2), p.401-449 [Peer Reviewed Journal]The Author(s) 2020 ;The Author(s) 2020. ;The Author(s) 2020. 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. ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-020-00727-3 ;PMID: 33679210Full text available |
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Material Type: Article
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Comparing the performance of meta-classifiers—a case study on selected imbalanced data sets relevant for prediction of liver toxicityJournal of computer-aided molecular design, 2018-05, Vol.32 (5), p.583-590 [Peer Reviewed Journal]The Author(s) 2018 ;Journal of Computer-Aided Molecular Design is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0920-654X ;EISSN: 1573-4951 ;DOI: 10.1007/s10822-018-0116-z ;PMID: 29626291Full text available |
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A review of epileptic seizure detection using machine learning classifiersBrain informatics, 2020-05, Vol.7 (1), p.5-5, Article 5 [Peer Reviewed Journal]The Author(s) 2020 ;COPYRIGHT 2020 Springer ;The Author(s) 2020. 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. ;ISSN: 2198-4018 ;EISSN: 2198-4026 ;DOI: 10.1186/s40708-020-00105-1 ;PMID: 32451639Full text available |
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Material Type: Article
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A comprehensive evaluation of ensemble learning for stock-market predictionJournal of big data, 2020-03, Vol.7 (1), p.1-40, Article 20 [Peer Reviewed Journal]The Author(s) 2020 ;Journal of Big Data is a copyright of Springer, (2020). All Rights Reserved. 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. ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-020-00299-5Full text available |
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Material Type: Article
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Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methodsMachine learning, 2021-03, Vol.110 (3), p.457-506 [Peer Reviewed Journal]The Author(s) 2021 ;The Author(s) 2021. 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. ;ISSN: 0885-6125 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-021-05946-3Full text available |
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6 |
Material Type: Article
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PlasForest: a homology-based random forest classifier for plasmid detection in genomic datasetsBMC bioinformatics, 2021-06, Vol.22 (1), p.1-349, Article 349 [Peer Reviewed Journal]COPYRIGHT 2021 BioMed Central Ltd. ;2021. 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. ;Distributed under a Creative Commons Attribution 4.0 International License ;The Author(s) 2021 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-021-04270-w ;PMID: 34174810Full text available |
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Material Type: Article
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Optimization of sentiment analysis using machine learning classifiersHuman-centric computing and information sciences, 2017-12, Vol.7 (1), p.1-12, Article 32 [Peer Reviewed Journal]The Author(s) 2017 ;Human-centric Computing and Information Sciences is a copyright of Springer, (2017). All Rights Reserved. © 2017. 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. ;ISSN: 2192-1962 ;EISSN: 2192-1962 ;DOI: 10.1186/s13673-017-0116-3Full text available |
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8 |
Material Type: Article
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A comparative analysis of gradient boosting algorithmsThe Artificial intelligence review, 2021-03, Vol.54 (3), p.1937-1967 [Peer Reviewed Journal]Springer Nature B.V. 2020 ;COPYRIGHT 2021 Springer ;Springer Nature B.V. 2020. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-020-09896-5Full text available |
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9 |
Material Type: Article
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IoT-cloud based healthcare model for COVID-19 detection: an enhanced k-Nearest Neighbour classifier based approachComputing, 2023-04, Vol.105 (4), p.849-869 [Peer Reviewed Journal]The Author(s) 2021 ;The Author(s) 2021. 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. ;ISSN: 0010-485X ;EISSN: 1436-5057 ;DOI: 10.1007/s00607-021-00951-9Full text available |
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10 |
Material Type: Article
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Problem formulations and solvers in linear SVM: a reviewThe Artificial intelligence review, 2019-08, Vol.52 (2), p.803-855 [Peer Reviewed Journal]Springer Science+Business Media B.V., part of Springer Nature 2018 ;COPYRIGHT 2019 Springer ;Artificial Intelligence Review is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-018-9614-6Full text available |
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11 |
Material Type: Article
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Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography ImagesCognitive computation, 2020-09, Vol.12 (5), p.1011-1023 [Peer Reviewed Journal]The Author(s) 2020 ;ISSN: 1866-9956 ;EISSN: 1866-9964 ;DOI: 10.1007/s12559-020-09751-3Digital Resources/Online E-Resources |
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12 |
Material Type: Article
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The great time series classification bake off: a review and experimental evaluation of recent algorithmic advancesData mining and knowledge discovery, 2017-05, Vol.31 (3), p.606-660 [Peer Reviewed Journal]The Author(s) 2016 ;Data Mining and Knowledge Discovery is a copyright of Springer, 2017. ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-016-0483-9 ;PMID: 30930678Full text available |
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13 |
Material Type: Article
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Tree-based dynamic classifier chainsMachine learning, 2023-11, Vol.112 (11), p.4129-4165 [Peer Reviewed Journal]The Author(s) 2022 ;ISSN: 0885-6125 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-022-06162-3Digital Resources/Online E-Resources |
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14 |
Material Type: Article
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The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluationBioData mining, 2021-02, Vol.14 (1), p.13-13, Article 13 [Peer Reviewed Journal]COPYRIGHT 2021 BioMed Central Ltd. ;2021. 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) 2021 ;ISSN: 1756-0381 ;EISSN: 1756-0381 ;DOI: 10.1186/s13040-021-00244-z ;PMID: 33541410Full text available |
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15 |
Material Type: Article
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On the robustness of randomized classifiers to adversarial examplesMachine learning, 2022-09, Vol.111 (9), p.3425-3457 [Peer Reviewed Journal]The Author(s) 2022 ;The Author(s) 2022. 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. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0885-6125 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-022-06216-6Full text available |
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16 |
Material Type: Article
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Prequential AUC: properties of the area under the ROC curve for data streams with concept driftKnowledge and information systems, 2017-08, Vol.52 (2), p.531-562 [Peer Reviewed Journal]The Author(s) 2017 ;Knowledge and Information Systems is a copyright of Springer, 2017. ;ISSN: 0219-1377 ;EISSN: 0219-3116 ;DOI: 10.1007/s10115-017-1022-8Full text available |
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17 |
Material Type: Article
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Sarcoma classification by DNA methylation profilingNature communications, 2021-01, Vol.12 (1), p.498-498, Article 498 [Peer Reviewed Journal]The Author(s) 2021. 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. ;The Author(s) 2021 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-020-20603-4 ;PMID: 33479225Full text available |
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18 |
Material Type: Article
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Data augmentation in natural language processing: a novel text generation approach for long and short text classifiersInternational journal of machine learning and cybernetics, 2023-01, Vol.14 (1), p.135-150 [Peer Reviewed Journal]The Author(s) 2022 ;ISSN: 1868-8071 ;EISSN: 1868-808X ;DOI: 10.1007/s13042-022-01553-3Digital Resources/Online E-Resources |
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19 |
Material Type: Article
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Computationally identifying hot spots in protein-DNA binding interfaces using an ensemble approachBMC bioinformatics, 2020-09, Vol.21 (Suppl 13), p.1-384, Article 384 [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/s12859-020-03675-3 ;PMID: 32938375Full text available |
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20 |
Material Type: Article
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HIVE-COTE 2.0: a new meta ensemble for time series classificationMachine learning, 2021-12, Vol.110 (11-12), p.3211-3243 [Peer Reviewed Journal]The Author(s) 2021 ;The Author(s) 2021. 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. ;ISSN: 0885-6125 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-021-06057-9Full text available |