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Phishing Detection System through Hybrid Machine Learning Based on URLIEEE access, 2023-01, Vol.11, p.1-1 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2023.3252366 ;CODEN: IAECCGFull text available |
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Exploring the forecasting approach for road accidents: Analytical measures with hybrid machine learningExpert systems with applications, 2021-04 (167) [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0957-4174 ;EISSN: 1873-6793 ;DOI: 10.1016/j.eswa.2020.113855Digital Resources/Online E-Resources |
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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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Evidential calibration of binary SVM classifiersInternational journal of approximate reasoning, 2016-05, Vol.72, p.55-70 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0888-613X ;EISSN: 1873-4731 ;DOI: 10.1016/j.ijar.2015.05.002Digital Resources/Online E-Resources |
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Efficient Medical Diagnosis of Human Heart Diseases Using Machine Learning Techniques With and Without GridSearchCVIEEE access, 2022, Vol.10, p.80151-80173 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2022.3165792 ;CODEN: IAECCGFull text available |
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A hybrid decision support system for automatic detection of Schizophrenia using EEG signalsComputers in biology and medicine, 2022-02, Vol.141, p.105028-105028, Article 105028 [Peer Reviewed Journal]2021 Elsevier Ltd ;Copyright © 2021 Elsevier Ltd. All rights reserved. ;2021. Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.105028 ;PMID: 34836626Full text available |
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A Hierarchical Method for Transient Stability Prediction of Power Systems Using the Confidence of a SVM-Based Ensemble ClassifierEnergies (Basel), 2016-10, Vol.9 (10), p.778-778 [Peer Reviewed Journal]Copyright MDPI AG 2016 ;ISSN: 1996-1073 ;EISSN: 1996-1073 ;DOI: 10.3390/en9100778Full text available |
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Material Type: Article
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Machine Learning-Based Ensemble Classifiers for Anomaly Handling in Smart Home Energy Consumption DataSensors (Basel, Switzerland), 2022-11, Vol.22 (23), p.9323 [Peer Reviewed Journal]COPYRIGHT 2022 MDPI AG ;2022 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. ;2022 by the authors. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s22239323 ;PMID: 36502025Full text available |
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Epileptic Seizure Prediction Based on Hybrid Seek Optimization Tuned Ensemble Classifier Using EEG SignalsSensors (Basel, Switzerland), 2022-12, Vol.23 (1), p.423 [Peer Reviewed Journal]COPYRIGHT 2022 MDPI AG ;2022 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. ;2022 by the authors. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23010423 ;PMID: 36617019Full text available |
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Material Type: Article
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Monitoring of lateral and cross level track geometry irregularities through onboard vehicle dynamics measurements using machine learning classification algorithmsProceedings of the Institution of Mechanical Engineers. Part F, Journal of rail and rapid transit, 2021-01 [Peer Reviewed Journal]ISSN: 2041-3017 ;ISSN: 0954-4097 ;EISSN: 2041-3017 ;DOI: 10.1177/0954409720906649Digital Resources/Online E-Resources |
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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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COVID-19 cough classification using machine learning and global smartphone recordingsComputers in biology and medicine, 2021-08, Vol.135, p.104572-104572, Article 104572 [Peer Reviewed Journal]2021 Elsevier Ltd ;Copyright © 2021 Elsevier Ltd. All rights reserved. ;2021. Elsevier Ltd ;2021 Elsevier Ltd. All rights reserved. 2021 Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.104572 ;PMID: 34182331Full text available |
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Material Type: Article
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"What is relevant in a text document?": An interpretable machine learning approachPloS one, 2017-08, Vol.12 (8), p.e0181142-e0181142 [Peer Reviewed Journal]COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Arras 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 Arras et al 2017 Arras et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0181142 ;PMID: 28800619Full text available |
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Material Type: Article
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Improved whale optimization algorithm for feature selection in Arabic sentiment analysisApplied intelligence (Dordrecht, Netherlands), 2019-05, Vol.49 (5), p.1688-1707 [Peer Reviewed Journal]Springer Science+Business Media, LLC, part of Springer Nature 2018 ;Applied Intelligence is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-018-1334-8Full text available |
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Material Type: Article
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Machine learning, medical diagnosis, and biomedical engineering research - commentaryBiomedical engineering online, 2014-07, Vol.13 (1), p.94-94 [Peer Reviewed Journal]COPYRIGHT 2014 BioMed Central Ltd. ;2014 Foster et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. ;Copyright © 2014 Foster et al.; licensee BioMed Central Ltd. 2014 Foster et al.; licensee BioMed Central Ltd. ;ISSN: 1475-925X ;EISSN: 1475-925X ;DOI: 10.1186/1475-925X-13-94 ;PMID: 24998888Full text available |
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Material Type: Article
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Ensemble of a subset of kNN classifiersAdvances in data analysis and classification, 2018, Vol.12 (4), p.827-840 [Peer Reviewed Journal]The Author(s) 2016 ;Advances in Data Analysis and Classification is a copyright of Springer, (2016). All Rights Reserved. © 2016. 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: 1862-5347 ;EISSN: 1862-5355 ;DOI: 10.1007/s11634-015-0227-5 ;PMID: 30931011Full text available |
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Material Type: Article
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Analysis and prediction of human acetylation using a cascade classifier based on support vector machineBMC bioinformatics, 2019-06, Vol.20 (1), p.346-346, Article 346 [Peer Reviewed Journal]COPYRIGHT 2019 BioMed Central Ltd. ;2019. 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). 2019 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-019-2938-7 ;PMID: 31208321Full text available |
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Material Type: Article
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Machine learning-based quantitative texture analysis of CT images of small renal masses: Differentiation of angiomyolipoma without visible fat from renal cell carcinomaEuropean radiology, 2018-04, Vol.28 (4), p.1625-1633 [Peer Reviewed Journal]European Society of Radiology 2017 ;European Radiology is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0938-7994 ;EISSN: 1432-1084 ;DOI: 10.1007/s00330-017-5118-z ;PMID: 29134348Full 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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A systematic comparison of supervised classifiersPloS one, 2014-04, Vol.9 (4), p.e94137-e94137 [Peer Reviewed Journal]COPYRIGHT 2014 Public Library of Science ;COPYRIGHT 2014 Public Library of Science ;2014 Amancio 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. ;2014 Amancio et al 2014 Amancio et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0094137 ;PMID: 24763312Full text available |