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Dementia classification using MR imaging and clinical data with voting based machine learning modelsMultimedia tools and applications, 2022-07, Vol.81 (18), p.25971-25992 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-022-12754-xFull text available |
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An Empirical Analysis of Machine Learning Algorithms for Crime Prediction Using Stacked Generalization: An Ensemble ApproachIEEE access, 2021, Vol.9, p.67488-67500 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2021.3075140 ;CODEN: IAECCGFull text available |
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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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4 |
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Diabetes Prediction Using Ensembling of Different Machine Learning ClassifiersIEEE access, 2020, Vol.8, p.76516-76531 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.2989857 ;CODEN: IAECCGFull text available |
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A Random Forest classifier-based approach in the detection of abnormalities in the retinaMedical & biological engineering & computing, 2019, Vol.57 (1), p.193-203 [Peer Reviewed Journal]International Federation for Medical and Biological Engineering 2018 ;Medical & Biological Engineering & Computing is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0140-0118 ;EISSN: 1741-0444 ;DOI: 10.1007/s11517-018-1878-0 ;PMID: 30076537Full text available |
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Material Type: Article
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Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifierComputers in biology and medicine, 2020-08, Vol.123, p.103899, Article 103899 [Peer Reviewed Journal]2020 Elsevier Ltd ;Copyright © 2020 Elsevier Ltd. All rights reserved. ;2020. Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2020.103899 ;PMID: 32768046Full text available |
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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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Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVMApplied intelligence (Dordrecht, Netherlands), 2021-10, Vol.51 (10), p.7094-7108 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer Science+Business Media, LLC part of Springer Nature 2021. ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-021-02205-9Full text available |
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Material Type: Article
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Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representationsData mining and knowledge discovery, 2019-07, Vol.33 (4), p.1183-1222 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer Science+Business Media LLC, part of Springer Nature 2019 ;Data Mining and Knowledge Discovery is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-019-00633-3Full text available |
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10 |
Material Type: Article
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Experimental Comparisons of Multi-class ClassifiersInformatica (Ljubljana), 2015-03, Vol.39 (1), p.71-71 [Peer Reviewed Journal]Copyright Slovenian Society Informatika / Slovensko drustvo Informatika Mar 2015 ;ISSN: 0350-5596 ;EISSN: 1854-3871Full text available |
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11 |
Material Type: Article
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ECG Signal Preprocessing and SVM Classifier-Based Abnormality Detection in Remote Healthcare ApplicationsIEEE access, 2018-01, Vol.6, p.9767-9773 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2018.2794346 ;CODEN: IAECCGFull text available |
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12 |
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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Arabic text classification: the need for multi-labeling systemsNeural computing & applications, 2022-01, Vol.34 (2), p.1135-1159 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2021. ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-021-06390-z ;PMID: 34483495Full text available |
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14 |
Material Type: Article
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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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Material Type: Article
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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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Automatic lung cancer detection from CT image using improved deep neural network and ensemble classifierNeural computing & applications, 2022-06, Vol.34 (12), p.9579-9592 [Peer Reviewed Journal]Springer-Verlag London Ltd., part of Springer Nature 2020 ;Springer-Verlag London Ltd., part of Springer Nature 2020. ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-020-04842-6Full text available |
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17 |
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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18 |
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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19 |
Material Type: Article
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Probability-driven scoring functions in combining linear classifiersJ.UCS (Annual print and CD-ROM archive ed.), 2022-01, Vol.28 (3), p.269-291 [Peer Reviewed Journal]COPYRIGHT 2022 Pensoft Publishers ;2022. This work is licensed under https://creativecommons.org/licenses/by-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0948-695X ;EISSN: 0948-6968 ;DOI: 10.3897/jucs.80747Full text available |
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Material Type: Article
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A Pedestrian Detection Method Based on Genetic Algorithm for Optimize XGBoost Training ParametersIEEE access, 2019, Vol.7, p.118310-118321 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2936454 ;CODEN: IAECCGFull text available |