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Material Type: Article
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Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class ProportionsIEEE transactions on pattern analysis and machine intelligence, 2022-06 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0162-8828 ;EISSN: 1939-3539 ;DOI: 10.1109/TPAMI.2020.3046439Digital Resources/Online E-Resources |
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Material Type: Article
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Fast genre classification of web images using global and local featuresCAAI Transactions on Intelligence Technology, 2018-09, Vol.3 (3), p.161-168 [Peer Reviewed Journal]2018 CAAI Transactions on Intelligence Technology published by John Wiley & Sons Ltd on behalf of Chongqing University of Technology ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 2468-2322 ;EISSN: 2468-2322 ;DOI: 10.1049/trit.2018.1018Full 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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Highly Efficient Machine Learning Approach for Automatic Disease and Color Classification of Olive FruitsIEEE access, 2024, Vol.12, p.35683-35699 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2024.3362294 ;CODEN: IAECCGFull text available |
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Material Type: Article
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(CDRGI)-Cancer detection through relevant genes identificationNeural computing & applications, 2022-06, Vol.34 (11), p.8447-8454 [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/s00521-021-05739-8Full text available |
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6 |
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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A Novel Approach for Cardiotocography Paper Digitization and Classification for Abnormality DetectionIEEE 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.2023.3271137 ;CODEN: IAECCGFull text available |
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Material Type: Article
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Fuzzy Ordered c-Means Clustering and Least Angle Regression for Fuzzy Rule-Based Classifier: Study for Imbalanced DataIEEE transactions on fuzzy systems, 2020-11, Vol.28 (11), p.2799-2813 [Peer Reviewed Journal]ISSN: 1063-6706 ;EISSN: 1941-0034 ;DOI: 10.1109/TFUZZ.2019.2939989 ;CODEN: IEFSEVDigital Resources/Online E-Resources |
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9 |
Material Type: Article
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Physical Contamination Detection in Food Industry Using Microwave and Machine LearningElectronics (Basel), 2022-09, Vol.11 (19), p.3115-17/3115 [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. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 2079-9292 ;EISSN: 2079-9292 ;DOI: 10.3390/electronics11193115Full text available |
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10 |
Material Type: Article
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Distributed Abnormal Behavior Detection Approach Based on Deep Belief Network and Ensemble SVM Using SparkIEEE access, 2018, Vol.6, p.59657-59671 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2018 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2018.2875045 ;CODEN: IAECCGFull text available |
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A Feature Selection Based Serial SVM Ensemble ClassifierIEEE access, 2019, Vol.7, p.144516-144523 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2917310 ;CODEN: IAECCGFull text available |
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12 |
Material Type: Article
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A novel stacking technique for prediction of diabetesComputers in biology and medicine, 2021-08, Vol.135, p.104554-104554, Article 104554 [Peer Reviewed Journal]2021 Elsevier Ltd ;2021. Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.104554Full text available |
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13 |
Material Type: Article
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Automated FBSE-EWT based learning framework for detection of epileptic seizures using time-segmented EEG signalsComputers in biology and medicine, 2021-09, Vol.136, p.104708-104708, Article 104708 [Peer Reviewed Journal]2021 Elsevier Ltd ;2021. Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.104708Full text available |
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14 |
Material Type: Article
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Classifying imbalanced data in distance-based feature spaceKnowledge and information systems, 2016-03, Vol.46 (3), p.707-730 [Peer Reviewed Journal]Springer-Verlag London 2015 ;Springer-Verlag London 2016 ;ISSN: 0219-1377 ;EISSN: 0219-3116 ;DOI: 10.1007/s10115-015-0846-3 ;CODEN: KISNCRFull text available |
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15 |
Material Type: Article
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Peak correlation classifier (PCC) applied to FTIR spectra: a novel means of identifying toxic substances in mixturesIET signal processing, 2020-12, Vol.14 (10), p.737-744 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1751-9675 ;EISSN: 1751-9683 ;DOI: 10.1049/iet-spr.2019.0575Digital Resources/Online E-Resources |
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16 |
Material Type: Article
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Ship recognition method combined with image segmentation and deep learning feature extraction in video surveillanceMultimedia tools and applications, 2020-04, Vol.79 (13-14), p.9177-9192 [Peer Reviewed Journal]Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Springer Science+Business Media, LLC, part of Springer Nature 2019. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-018-7138-3Full text available |
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Material Type: Article
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Machine Learning-Based Models for Early Stage Detection of Autism Spectrum DisordersIEEE access, 2019, Vol.7, p.166509-166527 [Peer Reviewed Journal]Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2952609 ;CODEN: IAECCGFull text available |
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Material Type: Article
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Sparse SVM for sufficient data reduction2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. ;ISSN: 0162-8828 ;EISSN: 1939-3539 ;DOI: 10.1109/tpami.2021.3075339Digital Resources/Online E-Resources |
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19 |
Material Type: Article
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Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning modelStochastic environmental research and risk assessment, 2022-10, Vol.36 (10), p.3041-3061 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022 ;The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022. ;ISSN: 1436-3240 ;EISSN: 1436-3259 ;DOI: 10.1007/s00477-022-02179-1Full text available |
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Material Type: Article
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Balancing the trade-off between accuracy and interpretability in software defect predictionEmpirical software engineering : an international journal, 2019-04, Vol.24 (2), p.779-825 [Peer Reviewed Journal]Springer Science+Business Media, LLC, part of Springer Nature 2018 ;Copyright Springer Nature B.V. 2019 ;ISSN: 1382-3256 ;EISSN: 1573-7616 ;DOI: 10.1007/s10664-018-9638-1Full text available |