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EpiSmokEr: a robust classifier to determine smoking status from DNA methylation dataEpigenomics, 2019-10, Vol.11 (13), p.1469-1486 [Peer Reviewed Journal]2019 Future Medicine Ltd ;Copyright Future Medicine Ltd Oct 2019 ;ISSN: 1750-1911 ;EISSN: 1750-192X ;DOI: 10.2217/epi-2019-0206 ;PMID: 31466478Full text available |
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KDSAE: Chronic kidney disease classification with multimedia data learning using deep stacked autoencoder networkMultimedia tools and applications, 2020-12, Vol.79 (47-48), p.35425-35440 [Peer Reviewed Journal]Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Multimedia Tools and Applications is a copyright of Springer, (2019). All Rights Reserved. ;Springer Science+Business Media, LLC, part of Springer Nature 2019. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-019-07839-zFull text available |
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Detection of subtle thermal anomalies: Deep learning applied to the ASTER global volcano datasetIEEE transactions on geoscience and remote sensing, 2023-01, p.1-1 [Peer Reviewed Journal]ISSN: 0196-2892 ;EISSN: 1558-0644 ;DOI: 10.1109/TGRS.2023.3241085 ;CODEN: IGRSD2Digital Resources/Online E-Resources |
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Material Type: Article
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Fast, accurate and explainable time series classification through randomizationData mining and knowledge discovery, 2024-03, Vol.38 (2), p.748-811 [Peer Reviewed Journal]The Author(s) 2023 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-023-00978-wDigital Resources/Online E-Resources |
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Material Type: Article
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Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers [version 2; peer review: 2 approved]F1000 research, 2022, Vol.11, p.391-391 [Peer Reviewed Journal]Copyright: © 2022 Restrepo F et al. ;Copyright: © 2022 Restrepo F et al. This work is published under https://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. ;Copyright: © 2022 Restrepo F et al. 2022 ;ISSN: 2046-1402 ;EISSN: 2046-1402 ;DOI: 10.12688/f1000research.110567.2 ;PMID: 35967970Full text available |
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Material Type: Article
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The Use of Hand Gestures as a Tool for PresentationInternational journal of advanced computer science & applications, 2023, Vol.14 (11)2023. 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. ;ISSN: 2158-107X ;EISSN: 2156-5570 ;DOI: 10.14569/IJACSA.2023.0141159Full text available |
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Material Type: Article
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Keeping up with the genomes: efficient learning of our increasing knowledge of the tree of lifeBMC bioinformatics, 2020-09, Vol.21 (1), p.412-412, Article 412 [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/s12859-020-03744-7 ;PMID: 32957925Full text available |
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Material Type: Article
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Random Forest Based Multiclass Classification Approach for Highly Skewed Particle DataJournal of scientific computing, 2023-04, Vol.95 (1), p.21, Article 21 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. ;ISSN: 0885-7474 ;EISSN: 1573-7691 ;DOI: 10.1007/s10915-023-02144-2Full text available |
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Material Type: Article
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CCMetagen: comprehensive and accurate identification of eukaryotes and prokaryotes in metagenomic dataGenome Biology, 2020-04, Vol.21 (1), p.103-15, Article 103 [Peer Reviewed Journal]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: 1474-760X ;ISSN: 1474-7596 ;EISSN: 1474-760X ;DOI: 10.1186/s13059-020-02014-2 ;PMID: 32345331Full text available |
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Material Type: Article
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Case-Based and Quantum Classification for ERP-Based Brain-Computer InterfacesBrain sciences, 2023-02, Vol.13 (2), p.303 [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. ;Distributed under a Creative Commons Attribution 4.0 International License ;2023 by the authors. 2023 ;ISSN: 2076-3425 ;EISSN: 2076-3425 ;DOI: 10.3390/brainsci13020303 ;PMID: 36831846Full text available |
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Material Type: Article
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Automatic water detection from multidimensional hierarchical clustering for Sentinel-2 images and a comparison with Level 2A processorsRemote sensing of environment, 2021-02, Vol.253, p.112209 [Peer Reviewed Journal]Attribution - NonCommercial ;ISSN: 0034-4257 ;EISSN: 1879-0704 ;DOI: 10.1016/j.rse.2020.112209Digital Resources/Online E-Resources |
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12 |
Material Type: Article
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Medical Health Big Data Classification Based on KNN Classification AlgorithmIEEE access, 2020, Vol.8, p.28808-28819 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2955754 ;CODEN: IAECCGFull text available |
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Material Type: Article
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A Comparative Analysis of Machine/Deep Learning Models for Parking Space Availability PredictionSensors (Basel, Switzerland), 2020-01, Vol.20 (1), p.322 [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. ;Distributed under a Creative Commons Attribution 4.0 International License ;2020 by the authors. 2020 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s20010322 ;PMID: 31935953Full text available |
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Material Type: Article
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Automatic seizure detection using orthogonal matching pursuit, discrete wavelet transform, and entropy based features of EEG signalsComputers in biology and medicine, 2021-04, Vol.131, p.104250-104250, Article 104250 [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.2021.104250 ;PMID: 33578071Full text available |
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Material Type: Article
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FER-net: facial expression recognition using deep neural netNeural computing & applications, 2021-08, Vol.33 (15), p.9125-9136 [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/s00521-020-05676-yFull text available |
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16 |
Material Type: Article
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Unsupervised thermal-to-visible domain adaptation method for pedestrian detectionPattern recognition letters, 2022-01 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0167-8655 ;EISSN: 1872-7344 ;DOI: 10.1016/j.patrec.2021.11.024Digital Resources/Online E-Resources |
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17 |
Material Type: Article
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Deep Joint Spatiotemporal Network (DJSTN) for Efficient Facial Expression RecognitionSensors (Basel, Switzerland), 2020-03, Vol.20 (7), p.1936 [Peer Reviewed Journal]2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). 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/s20071936 ;PMID: 32235662Full text available |
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18 |
Material Type: Article
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S-shaped and V-shaped gaining-sharing knowledge-based algorithm for feature selectionApplied intelligence (Dordrecht, Netherlands), 2022, Vol.52 (1), p.81-112 [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/s10489-021-02233-5Full text available |
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19 |
Material Type: Article
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A Feature Selection based Ensemble Classification Framework for Software Defect PredictionInternational journal of modern education and computer science, 2019-09, Vol.11 (9), p.54-642019. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at http://www.mecs-press.org/ijcnis/terms.html ;ISSN: 2075-0161 ;EISSN: 2075-017X ;DOI: 10.5815/ijmecs.2019.09.06Full text available |
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Material Type: Article
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CLASSIFICATION OF AN IMBALANCED DATA SET USING DECISION TREE ALGORITHMSScientific Bulletin. Series C, Electrical Engineering and Computer Science, 2017-01 (4), p.69 [Peer Reviewed Journal]Copyright University Polytechnica of Bucharest 2017 ;ISSN: 2286-3540Full text available |