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Material Type: Article
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Nearest neighbors distance ratio open-set classifierMachine learning, 2017-03, Vol.106 (3), p.359-386 [Peer Reviewed Journal]The Author(s) 2016 ;Machine Learning is a copyright of Springer, 2017. ;ISSN: 0885-6125 ;ISSN: 1573-0565 ;EISSN: 1573-0565 ;DOI: 10.1007/s10994-016-5610-8Full text available |
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Material Type: Article
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GIS-based landslide susceptibility modeling: A comparison between fuzzy multi-criteria and machine learning algorithmsDi xue qian yuan., 2021-03, Vol.12 (2), p.857-876 [Peer Reviewed Journal]2021 Elsevier B.V. ;Copyright Elsevier Science Ltd. Mar 2021 ;Copyright © Wanfang Data Co. Ltd. All Rights Reserved. ;ISSN: 1674-9871 ;EISSN: 2588-9192 ;DOI: 10.1016/j.gsf.2020.09.004Full text available |
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3 |
Material Type: Article
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Multiple classifier system for remote sensing image classification: a reviewSensors, 2012-04, Vol.12 (4), p.4764-4792 [Peer Reviewed Journal]Copyright MDPI AG 2012 ;2012 by the authors; licensee MDPI, Basel, Switzerland. 2012 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s120404764 ;PMID: 22666057Full text available |
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Material Type: Article
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Machine learning classification can reduce false positives in structure-based virtual screeningProceedings of the National Academy of Sciences - PNAS, 2020-08, Vol.117 (31), p.18477-18488 [Peer Reviewed Journal]Copyright National Academy of Sciences Aug 4, 2020 ;Copyright © 2020 the Author(s). Published by PNAS. 2020 ;ISSN: 0027-8424 ;ISSN: 1091-6490 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2000585117 ;PMID: 32669436Full text available |
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Material Type: Article
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A hybrid hierarchical framework for classification of breast density using digitized film screen mammogramsMultimedia tools and applications, 2017-09, Vol.76 (18), p.18789-18813 [Peer Reviewed Journal]Springer Science+Business Media New York 2017 ;Multimedia Tools and Applications is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-016-4340-zFull text available |
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Material Type: Article
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Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane ReviewsJournal of clinical epidemiology, 2021-05, Vol.133, p.140-151 [Peer Reviewed Journal]2020 The Authors ;Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved. ;2020. The Authors ;2020 The Authors 2020 ;ISSN: 0895-4356 ;ISSN: 1878-5921 ;EISSN: 1878-5921 ;DOI: 10.1016/j.jclinepi.2020.11.003 ;PMID: 33171275Full text available |
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Material Type: Article
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Two-Stage Hybrid Data Classifiers Based on SVM and kNN AlgorithmsSymmetry (Basel), 2021-04, Vol.13 (4), p.615 [Peer Reviewed Journal]2021 by the author. 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. ;ISSN: 2073-8994 ;EISSN: 2073-8994 ;DOI: 10.3390/sym13040615Full text available |
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8 |
Material Type: Article
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Classifiers Combination Techniques: A Comprehensive ReviewIEEE access, 2018-01, Vol.6, p.19626-19639 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2018.2813079 ;CODEN: IAECCGFull text available |
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Material Type: Article
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Optimal classifier for imbalanced data using Matthews Correlation Coefficient metricPloS one, 2017-06, Vol.12 (6), p.e0177678-e0177678 [Peer Reviewed Journal]COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Boughorbel 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. ;2017 Boughorbel et al 2017 Boughorbel et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0177678 ;PMID: 28574989Full text available |
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10 |
Material Type: Article
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Discrimination of Mine Seismic Events and Blasts Using the Fisher Classifier, Naive Bayesian Classifier and Logistic RegressionRock mechanics and rock engineering, 2016-01, Vol.49 (1), p.183-211 [Peer Reviewed Journal]Springer-Verlag Wien 2015 ;Springer-Verlag Wien 2016 ;ISSN: 0723-2632 ;EISSN: 1434-453X ;DOI: 10.1007/s00603-015-0733-yFull text available |
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11 |
Material Type: Article
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Hybrid classifier based life cycle stages analysis for malaria-infected erythrocyte using thin blood smear imagesNeural computing & applications, 2018-04, Vol.29 (8), p.217-235 [Peer Reviewed Journal]The Natural Computing Applications Forum 2017 ;Copyright Springer Science & Business Media 2018 ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-017-2937-4Full text available |
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12 |
Material Type: Article
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Accuracy Enhanced Lung Cancer Prognosis for Improving Patient Survivability Using Proposed Gaussian Classifier SystemJournal of medical systems, 2019-07, Vol.43 (7), p.201-9, Article 201 [Peer Reviewed Journal]Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Journal of Medical Systems is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 0148-5598 ;ISSN: 1573-689X ;EISSN: 1573-689X ;DOI: 10.1007/s10916-019-1297-2 ;PMID: 31127444Full text available |
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13 |
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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14 |
Material Type: Article
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Prediction of Skin Disease Using Ensemble Data Mining Techniques and Feature Selection Method—a Comparative StudyApplied biochemistry and biotechnology, 2020-02, Vol.190 (2), p.341-359 [Peer Reviewed Journal]Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Applied Biochemistry and Biotechnology is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 0273-2289 ;ISSN: 1559-0291 ;EISSN: 1559-0291 ;DOI: 10.1007/s12010-019-03093-z ;PMID: 31350666Full text available |
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Material Type: Article
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Hybrid supervised clustering based ensemble scheme for text classificationKybernetes, 2017-02, Vol.46 (2), p.330-348 [Peer Reviewed Journal]Emerald Publishing Limited ;Emerald Publishing Limited 2017 ;ISSN: 0368-492X ;EISSN: 1758-7883 ;DOI: 10.1108/K-10-2016-0300Full text available |
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Material Type: Article
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On the effect of calibration in classifier combinationApplied intelligence (Dordrecht, Netherlands), 2013-06, Vol.38 (4), p.566-585 [Peer Reviewed Journal]Springer Science+Business Media, LLC 2012 ;2015 INIST-CNRS ;Springer Science+Business Media New York 2013 ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-012-0388-2Full text available |
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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 ;ISSN: 1573-756X ;EISSN: 1573-756X ;DOI: 10.1007/s10618-020-00727-3 ;PMID: 33679210Full text available |
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18 |
Material Type: Article
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An effective combining classifier approach using tree algorithms for network intrusion detectionNeural computing & applications, 2017-12, Vol.28 (Suppl 1), p.1051-1058 [Peer Reviewed Journal]The Natural Computing Applications Forum 2016 ;Copyright Springer Science & Business Media 2017 ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-016-2418-1Full text available |
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19 |
Material Type: Article
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Multiple classifier system using classification confidence for texture classificationMultimedia tools and applications, 2017-01, Vol.76 (2), p.2535-2556 [Peer Reviewed Journal]Springer Science+Business Media New York 2016 ;Multimedia Tools and Applications is a copyright of Springer, (2016). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-015-3231-zFull text available |
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20 |
Material Type: Article
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Robust Grape Cluster Detection in a Vineyard by Combining the AdaBoost Framework and Multiple Color ComponentsSensors (Basel, Switzerland), 2016-12, Vol.16 (12), p.2098-2098 [Peer Reviewed Journal]Copyright MDPI AG 2016 ;2016 by the authors; licensee MDPI, Basel, Switzerland. 2016 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s16122098 ;PMID: 27973409Full text available |