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1
Uncertainty quantification in neural network classifiers—A local linear approach
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Article
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Uncertainty quantification in neural network classifiers—A local linear approach

Automatica (Oxford), 2024-05, Vol.163 [Peer Reviewed Journal]

ISSN: 0005-1098 ;ISSN: 1873-2836 ;EISSN: 1873-2836 ;DOI: 10.1016/j.automatica.2024.111563

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2
Short Term Traffic State Prediction via Hyperparameter Optimization Based Classifiers
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Short Term Traffic State Prediction via Hyperparameter Optimization Based Classifiers

Sensors (Basel, Switzerland), 2020-01, Vol.20 (3), p.685 [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: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s20030685 ;PMID: 32012650

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3
Ensemble of Heterogeneous Base Classifiers for Human Gait Recognition
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Ensemble of Heterogeneous Base Classifiers for Human Gait Recognition

Sensors (Basel, Switzerland), 2023-01, Vol.23 (1), p.508 [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. ;2023 by the authors. 2023 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23010508 ;PMID: 36617105

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4
Stream Processing Architectures for Continuous ECG Monitoring Using Subsampling- Based Classifiers
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Stream Processing Architectures for Continuous ECG Monitoring Using Subsampling- Based Classifiers

IEEE transactions on very large scale integration (VLSI) systems, 2024-01, Vol.32 (1), p.68-78 [Peer Reviewed Journal]

ISSN: 1063-8210 ;EISSN: 1557-9999 ;DOI: 10.1109/TVLSI.2023.3329360 ;CODEN: IEVSE9

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5
Matched Filter Interpretation of CNN Classifiers with Application to HAR
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Article
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Matched Filter Interpretation of CNN Classifiers with Application to HAR

Sensors (Basel, Switzerland), 2022-10, Vol.22 (20), p.8060 [Peer Reviewed Journal]

COPYRIGHT 2022 MDPI AG ;2022 by the author. 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. ;2022 by the author. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s22208060

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6
COVID-19 Detection from Cough Recordings Using Bag-of-Words Classifiers
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Article
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COVID-19 Detection from Cough Recordings Using Bag-of-Words Classifiers

Sensors (Basel, Switzerland), 2023-05, Vol.23 (11), p.4996 [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. ;2023 by the authors. 2023 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23114996 ;PMID: 37299721

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7
Classification of acute lymphoblastic leukaemia using hybrid hierarchical classifiers
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Article
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Classification of acute lymphoblastic leukaemia using hybrid hierarchical classifiers

Multimedia tools and applications, 2017-09, Vol.76 (18), p.19057-19085 [Peer Reviewed Journal]

Springer Science+Business Media New York 2017 ;Multimedia Tools and Applications is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 1380-7501 ;EISSN: 1573-7721 ;DOI: 10.1007/s11042-017-4478-3

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8
Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)
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Article
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Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)

Sensors (Basel, Switzerland), 2022-08, Vol.22 (17), p.6338 [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. ;2022 by the authors. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s22176338 ;PMID: 36080795

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9
Effectively Predicting the Presence of Coronary Heart Disease Using Machine Learning Classifiers
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Article
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Effectively Predicting the Presence of Coronary Heart Disease Using Machine Learning Classifiers

Sensors (Basel, Switzerland), 2022-09, Vol.22 (19), p.7227 [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. ;2022 by the authors. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s22197227 ;PMID: 36236325

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10
Multiple Classifiers Based Semi-Supervised Polarimetric SAR Image Classification Method
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Article
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Multiple Classifiers Based Semi-Supervised Polarimetric SAR Image Classification Method

Sensors (Basel, Switzerland), 2021-04, Vol.21 (9), p.3006 [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. ;2021 by the authors. 2021 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s21093006 ;PMID: 33922957

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11
Brain tumour classification using two‐tier classifier with adaptive segmentation technique
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Article
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Brain tumour classification using two‐tier classifier with adaptive segmentation technique

IET computer vision, 2016-02, Vol.10 (1), p.9-17 [Peer Reviewed Journal]

ISSN: 1751-9632 ;EISSN: 1751-9640 ;DOI: 10.1049/iet-cvi.2014.0193

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12
Machine Learning-Based Ensemble Classifiers for Anomaly Handling in Smart Home Energy Consumption Data
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Article
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Machine Learning-Based Ensemble Classifiers for Anomaly Handling in Smart Home Energy Consumption Data

Sensors (Basel, Switzerland), 2022-11, Vol.22 (23), p.9323 [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. ;2022 by the authors. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s22239323 ;PMID: 36502025

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13
Intelligent Classifiers in Distinguishing Transformer Faults Using Frequency Response Analysis
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Article
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Intelligent Classifiers in Distinguishing Transformer Faults Using Frequency Response Analysis

IEEE access, 2021, Vol.9, p.13981-13991 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2021.3052144 ;CODEN: IAECCG

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14
Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things
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Article
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Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things

IEEE access, 2017-01, Vol.5, p.18042-18050 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2017 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2017.2747560 ;CODEN: IAECCG

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15
An IoT Framework for Heart Disease Prediction Based on MDCNN Classifier
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Article
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An IoT Framework for Heart Disease Prediction Based on MDCNN Classifier

IEEE access, 2020, Vol.8, p.34717-34727 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2020.2974687 ;CODEN: IAECCG

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16
Support Vector Machine Classifiers Show High Generalizability in Automatic Fall Detection in Older Adults
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Article
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Support Vector Machine Classifiers Show High Generalizability in Automatic Fall Detection in Older Adults

Sensors (Basel, Switzerland), 2021-10, Vol.21 (21), p.7166 [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. ;2021 by the authors. 2021 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s21217166 ;PMID: 34770473

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17
Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links
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Article
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Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links

Sensors (Basel, Switzerland), 2023-01, Vol.23 (3), p.1202 [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. ;2023 by the authors. 2023 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23031202 ;PMID: 36772241

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18
Training neural audio classifiers with few data
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Conference Proceeding
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Training neural audio classifiers with few data

info:eu-repo/semantics/embargoedAccess © 2019 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. http://dx.doi.org/10.1109/ICASSP.2019.8682591 ;ISSN: 2379-190X ;EISSN: 2379-190X ;DOI: 10.1109/ICASSP.2019.8682591

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19
On Detecting Cryptojacking on Websites: Revisiting the Use of Classifiers
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Article
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On Detecting Cryptojacking on Websites: Revisiting the Use of Classifiers

Sensors (Basel, Switzerland), 2022-11, Vol.22 (23), p.9219 [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. ;2022 by the authors. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s22239219 ;PMID: 36501921

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20
A Novel Diversity Measure and Classifier Selection Approach for Generating Ensemble Classifiers
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Article
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A Novel Diversity Measure and Classifier Selection Approach for Generating Ensemble Classifiers

IEEE access, 2019, Vol.7, p.156360-156373 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019 ;ISSN: 2169-3536 ;EISSN: 2169-3536 ;DOI: 10.1109/ACCESS.2019.2949059 ;CODEN: IAECCG

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