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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 ;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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Fusion and Classification of SAR and Optical Data Using Multi-Image Color Components with Differential GradientsRemote sensing (Basel, Switzerland), 2023-01, Vol.15 (1), p.274 [Peer Reviewed Journal]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. ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs15010274Full text available |
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Material Type: Article
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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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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 ;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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Comparing Machine Learning Classifiers for Object-Based Land Cover Classification Using Very High Resolution ImageryRemote sensing (Basel, Switzerland), 2015-01, Vol.7 (1), p.153-168 [Peer Reviewed Journal]Copyright MDPI AG 2015 ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs70100153Full 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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8 |
Material Type: Article
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ilastik: interactive machine learning for (bio)image analysisNature methods, 2019-12, Vol.16 (12), p.1226-1232 [Peer Reviewed Journal]COPYRIGHT 2019 Nature Publishing Group ;Copyright Nature Publishing Group Dec 2019 ;ISSN: 1548-7091 ;EISSN: 1548-7105 ;DOI: 10.1038/s41592-019-0582-9 ;PMID: 31570887Full text available |
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9 |
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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10 |
Material Type: Article
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Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative EvaluationRemote sensing (Basel, Switzerland), 2021-11, Vol.13 (21), p.4405 [Peer Reviewed Journal]2021 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. ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs13214405Full text available |
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11 |
Material Type: Article
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Improved prediction of fungal effector proteins from secretomes with EffectorP 2.0Molecular plant pathology, 2018-09, Vol.19 (9), p.2094-2110 [Peer Reviewed Journal]2018 BSPP and John Wiley & Sons Ltd ;2018 BSPP AND JOHN WILEY & SONS LTD ;ISSN: 1464-6722 ;EISSN: 1364-3703 ;DOI: 10.1111/mpp.12682 ;PMID: 29569316Full text available |
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12 |
Material Type: Article
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Transfer learning based novel ensemble classifier for COVID-19 detection from chest CT-scansComputers in biology and medicine, 2022-02, Vol.141, p.105127-105127, Article 105127 [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.2021.105127 ;PMID: 34915332Full text available |
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13 |
Material Type: Article
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Review of the State of the Art of Deep Learning for Plant Diseases: A Broad Analysis and DiscussionPlants (Basel), 2020-10, Vol.9 (10), p.1302 [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. ;2020 by the authors. 2020 ;ISSN: 2223-7747 ;EISSN: 2223-7747 ;DOI: 10.3390/plants9101302 ;PMID: 33019765Full text available |
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Material Type: Article
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Examining evolutionary scale modeling‐derived different‐dimensional embeddings in the antimicrobial peptide classification through a KNIME workflowProtein science, 2024-04, Vol.33 (4), p.e4928-n/a [Peer Reviewed Journal]2024 The Protein Society. ;2024 The Protein Society ;ISSN: 0961-8368 ;EISSN: 1469-896X ;DOI: 10.1002/pro.4928 ;PMID: 38501511Full text available |
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15 |
Material Type: Article
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Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble LearningRemote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.276 [Peer Reviewed Journal]Copyright MDPI AG 2018 ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs10020276Full text available |
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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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17 |
Material Type: Article
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Multiclass wound image classification using an ensemble deep CNN-based classifierComputers in biology and medicine, 2021-07, Vol.134, p.104536-104536, Article 104536 [Peer Reviewed Journal]2021 ;Copyright Elsevier Limited Jul 2021 ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.104536Full text available |
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18 |
Material Type: Article
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Diabetic retinopathy classification based on multipath CNN and machine learning classifiersAustralasian physical & engineering sciences in medicine, 2021-09, Vol.44 (3), p.639-653 [Peer Reviewed Journal]Australasian College of Physical Scientists and Engineers in Medicine 2021. ;ISSN: 0158-9938 ;EISSN: 1879-5447 ;DOI: 10.1007/s13246-021-01012-3Full text available |
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19 |
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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Material Type: Article
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Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signalsComputers in biology and medicine, 2022-01, Vol.140, p.105120-105120, Article 105120 [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.2021.105120 ;PMID: 34896884Full text available |