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Material Type: Article
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InceptionTime: Finding AlexNet for time series classificationData mining and knowledge discovery, 2020-11, Vol.34 (6), p.1936-1962 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer Science+Business Media LLC, part of Springer Nature 2020 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-020-00710-yFull text available |
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2 |
Material Type: Article
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ROCKET: exceptionally fast and accurate time series classification using random convolutional kernelsData mining and knowledge discovery, 2020-09, Vol.34 (5), p.1454-1495 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer Science+Business Media LLC, part of Springer Nature 2020 ;The Author(s), under exclusive licence to Springer Science+Business Media LLC, part of Springer Nature 2020. ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-020-00701-zFull text available |
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3 |
Material Type: Article
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Deep learning for time series classification: a reviewData mining and knowledge discovery, 2019-07, Vol.33 (4), p.917-963 [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. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-019-00619-1Full text available |
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4 |
Material Type: Article
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A survey of transfer learningJournal of big data, 2016-05, Vol.3 (1), Article 9 [Peer Reviewed Journal]The Author(s) 2016 ;ISSN: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-016-0043-6Full text available |
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5 |
Material Type: Article
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Prairie Dog Optimization AlgorithmNeural computing & applications, 2022-11, Vol.34 (22), p.20017-20065 [Peer Reviewed Journal]The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2022 ;The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2022. ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-022-07530-9Full text available |
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6 |
Material Type: Article
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An approach toward decision-making and medical diagnosis problems using the concept of spherical fuzzy setsNeural computing & applications, 2019-11, Vol.31 (11), p.7041-7053 [Peer Reviewed Journal]The Natural Computing Applications Forum 2018 ;Neural Computing and Applications is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-018-3521-2Full text available |
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7 |
Material Type: Article
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A deep learning approach for Parkinson’s disease diagnosis from EEG signalsNeural computing & applications, 2020-08, Vol.32 (15), p.10927-10933 [Peer Reviewed Journal]The Natural Computing Applications Forum 2018 ;The Natural Computing Applications Forum 2018. ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-018-3689-5Full text available |
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8 |
Material Type: Article
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Federated Learning for Healthcare InformaticsJournal of healthcare informatics research, 2021, Vol.5 (1), p.1-19Springer Nature Switzerland AG 2020 ;ISSN: 2509-4971 ;EISSN: 2509-498X ;DOI: 10.1007/s41666-020-00082-4 ;PMID: 33204939Full text available |
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9 |
Material Type: Article
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The great time series classification bake off: a review and experimental evaluation of recent algorithmic advancesData mining and knowledge discovery, 2017-05, Vol.31 (3), p.606-660 [Peer Reviewed Journal]The Author(s) 2016 ;Data Mining and Knowledge Discovery is a copyright of Springer, 2017. ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-016-0483-9 ;PMID: 30930678Full text available |
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10 |
Material Type: Article
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catch22: CAnonical Time-series CHaracteristics: Selected through highly comparative time-series analysisData mining and knowledge discovery, 2019-11, Vol.33 (6), p.1821-1852 [Peer Reviewed Journal]The Author(s) 2019 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-019-00647-xFull text available |
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11 |
Material Type: Article
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A dynamic ensemble learning algorithm for neural networksNeural computing & applications, 2020-06, Vol.32 (12), p.8675-8690 [Peer Reviewed Journal]The Author(s) 2019 ;The Author(s) 2019. 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: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-019-04359-7Full text available |
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12 |
Material Type: Article
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A survey on Image Data Augmentation for Deep LearningJournal of big data, 2019-07, Vol.6 (1), p.1-48, Article 60 [Peer Reviewed Journal]The Author(s) 2019 ;Journal of Big Data is a copyright of Springer, (2019). All Rights Reserved. © 2019. 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/s40537-019-0197-0Full text available |
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13 |
Material Type: Article
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On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical studyData mining and knowledge discovery, 2016-07, Vol.30 (4), p.891-927 [Peer Reviewed Journal]The Author(s) 2016 ;ISSN: 1384-5810 ;EISSN: 1573-756X ;DOI: 10.1007/s10618-015-0444-8Full text available |
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14 |
Material Type: Article
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A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strengthNeural computing & applications, 2021-05, Vol.33 (9), p.4501-4532 [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/s00521-020-05244-4Full text available |
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15 |
Material Type: Article
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A survey of sentiment analysis in social mediaKnowledge and information systems, 2019-08, Vol.60 (2), p.617-663 [Peer Reviewed Journal]Springer-Verlag London Ltd., part of Springer Nature 2018 ;Knowledge and Information Systems is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0219-1377 ;EISSN: 0219-3116 ;DOI: 10.1007/s10115-018-1236-4Full text available |
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16 |
Material Type: Article
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Grey wolf optimizer: a review of recent variants and applicationsNeural computing & applications, 2018-07, Vol.30 (2), p.413-435 [Peer Reviewed Journal]The Natural Computing Applications Forum 2017 ;Copyright Springer Science & Business Media 2018 ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-017-3272-5Full text available |
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17 |
Material Type: Article
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Review of deep learning: concepts, CNN architectures, challenges, applications, future directionsJournal of big data, 2021-03, Vol.8 (1), p.53-53, Article 53 [Peer Reviewed Journal]The Author(s) 2021 ;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: 2196-1115 ;EISSN: 2196-1115 ;DOI: 10.1186/s40537-021-00444-8 ;PMID: 33816053Full text available |
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18 |
Material Type: Article
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Feature selection via a novel chaotic crow search algorithmNeural computing & applications, 2019-01, Vol.31 (1), p.171-188 [Peer Reviewed Journal]The Natural Computing Applications Forum 2017 ;Copyright Springer Nature B.V. 2019 ;ISSN: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-017-2988-6Full text available |
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19 |
Material Type: Article
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Evolutionary algorithms and their applications to engineering problemsNeural computing & applications, 2020-08, Vol.32 (16), p.12363-12379 [Peer Reviewed Journal]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: 0941-0643 ;EISSN: 1433-3058 ;DOI: 10.1007/s00521-020-04832-8Full text available |
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20 |
Material Type: Article
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Survey on deep learning with class imbalanceJournal of big data, 2019-03, Vol.6 (1), p.1-54, Article 27 [Peer Reviewed Journal]The Author(s) 2019 ;Journal of Big Data is a copyright of Springer, (2019). All Rights Reserved. © 2019. 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/s40537-019-0192-5Full text available |