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1
Explainability in Deep Reinforcement Learning
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Article
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Explainability in Deep Reinforcement Learning

Knowledge-based systems, 2021-02 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0950-7051 ;EISSN: 1872-7409 ;DOI: 10.1016/j.knosys.2020.106685

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2
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
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A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

IEEE transaction on neural networks and learning systems, 2021-11, Vol.32 (11), p.4793-4813

ISSN: 2162-237X ;EISSN: 2162-2388 ;DOI: 10.1109/TNNLS.2020.3027314 ;PMID: 33079674 ;CODEN: ITNNAL

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3
Computational pathology definitions, best practices, and recommendations for regulatory guidance: a white paper from the Digital Pathology Association
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Article
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Computational pathology definitions, best practices, and recommendations for regulatory guidance: a white paper from the Digital Pathology Association

The Journal of pathology, 2019-11, Vol.249 (3), p.286 [Peer Reviewed Journal]

ISSN: 0022-3417 ;ISSN: 1096-9896 ;EISSN: 1096-9896 ;DOI: 10.1002/path.5331

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4
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications
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Article
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Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

Proceedings of the IEEE, 2021-03, Vol.109 (3), p.247-278 [Peer Reviewed Journal]

ISSN: 0018-9219 ;EISSN: 1558-2256 ;DOI: 10.1109/JPROC.2021.3060483 ;CODEN: IEEPAD

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5
Tools such as ChatGPT threaten transparent science; here are our ground rules for their use
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Article
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Tools such as ChatGPT threaten transparent science; here are our ground rules for their use

Nature (London), 2023-01, Vol.613 (7945), p.612-612 [Peer Reviewed Journal]

Copyright Nature Publishing Group Jan 26, 2023 ;ISSN: 0028-0836 ;EISSN: 1476-4687 ;DOI: 10.1038/d41586-023-00191-1 ;PMID: 36694020

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6
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
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Article
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SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

The Journal of artificial intelligence research, 2018-04, Vol.61, p.863-905 [Peer Reviewed Journal]

2018. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://www.jair.org/index.php/jair/about ;ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.1.11192

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7
Explainable artificial intelligence: a comprehensive review
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Article
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Explainable artificial intelligence: a comprehensive review

The Artificial intelligence review, 2022-06, Vol.55 (5), p.3503-3568 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Nature B.V. 2021 ;COPYRIGHT 2022 Springer ;The Author(s), under exclusive licence to Springer Nature B.V. 2021. ;ISSN: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-021-10088-y

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8
DARPA's Explainable Artificial Intelligence Program
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Article
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DARPA's Explainable Artificial Intelligence Program

The AI magazine, 2019-06, Vol.40 (2), p.44-58 [Peer Reviewed Journal]

2019 The Authors. AI Magazine published by John Wiley & Sons Ltd on behalf of Association for the Advancement of Artificial Intelligence ;COPYRIGHT 2019 American Association for Artificial Intelligence ;COPYRIGHT 2019 American Association for Artificial Intelligence ;Copyright Association for the Advancement of Artificial Intelligence Summer 2019 ;ISSN: 0738-4602 ;EISSN: 2371-9621 ;DOI: 10.1609/aimag.v40i2.2850

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9
Deep learning based detection and analysis of COVID-19 on chest X-ray images
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Article
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Deep learning based detection and analysis of COVID-19 on chest X-ray images

Applied intelligence (Dordrecht, Netherlands), 2021-03, Vol.51 (3), p.1690-1700 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-020-01902-1 ;PMID: 34764553

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10
From Local Explanations to Global Understanding with Explainable AI for Trees
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Article
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From Local Explanations to Global Understanding with Explainable AI for Trees

Nature machine intelligence, 2020-01, Vol.2 (1), p.56-67 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Nature Limited 2020. ;ISSN: 2522-5839 ;EISSN: 2522-5839 ;DOI: 10.1038/s42256-019-0138-9 ;PMID: 32607472

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11
A comprehensive review on automation in agriculture using artificial intelligence
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Article
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A comprehensive review on automation in agriculture using artificial intelligence

Artificial intelligence in agriculture, 2019-06, Vol.2, p.1-12 [Peer Reviewed Journal]

2019 Elsevier B.V. ;ISSN: 2589-7217 ;EISSN: 2589-7217 ;DOI: 10.1016/j.aiia.2019.05.004

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12
Viewpoint: When Will AI Exceed Human Performance? Evidence from AI Experts
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Article
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Viewpoint: When Will AI Exceed Human Performance? Evidence from AI Experts

The Journal of artificial intelligence research, 2018-07, Vol.62, p.729-754 [Peer Reviewed Journal]

2018. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://www.jair.org/index.php/jair/about ;ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.1.11222

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13
A Survey on the Explainability of Supervised Machine Learning
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Article
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A Survey on the Explainability of Supervised Machine Learning

The Journal of artificial intelligence research, 2021-01, Vol.70, p.245-317 [Peer Reviewed Journal]

2021. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://www.jair.org/index.php/jair/about ;ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.1.12228

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14
Logic explained networks
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Article
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Logic explained networks

Artificial intelligence, 2023-01, Vol.314 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0004-3702 ;EISSN: 1872-7921 ;DOI: 10.1016/j.artint.2022.103822

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15
Attention-based VGG-16 model for COVID-19 chest X-ray image classification
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Article
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Attention-based VGG-16 model for COVID-19 chest X-ray image classification

Applied intelligence (Dordrecht, Netherlands), 2021-05, Vol.51 (5), p.2850-2863 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;COPYRIGHT 2021 Springer ;ISSN: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-020-02055-x ;PMID: 34764568

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16
Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey
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Article
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Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey

The Artificial intelligence review, 2019-06, Vol.52 (1), p.77-124 [Peer Reviewed Journal]

The Author(s) 2019 ;COPYRIGHT 2019 Springer ;Artificial Intelligence Review 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: 0269-2821 ;EISSN: 1573-7462 ;DOI: 10.1007/s10462-018-09679-z

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17
Supervised Sequence Labelling with Recurrent Neural Networks
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Book
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Supervised Sequence Labelling with Recurrent Neural Networks

Springer-Verlag GmbH Berlin Heidelberg 2012 ;ISSN: 1860-949X ;ISBN: 3642247970 ;ISBN: 9783642247972 ;ISBN: 9783642247965 ;ISBN: 3642247962 ;EISSN: 1860-9503 ;EISBN: 3642247970 ;EISBN: 9783642247972 ;DOI: 10.1007/978-3-642-24797-2 ;OCLC: 776882151

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18
An Introduction to Statistical Learning: with Applications in R
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Book
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An Introduction to Statistical Learning: with Applications in R

Springer Science+Business Media New York 2013 ;ISSN: 1431-875X ;ISBN: 1461471389 ;ISBN: 9781461471387 ;ISBN: 9781461471370 ;ISBN: 1461471370 ;EISSN: 2197-4136 ;EISBN: 1461471389 ;EISBN: 9781461471387 ;DOI: 10.1007/978-1-4614-7138-7 ;OCLC: 854976038 ;OCLC: 1193122641

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19
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey
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Article
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Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey

The Journal of artificial intelligence research, 2022-01, Vol.74, p.1159-1199 [Peer Reviewed Journal]

2022. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://www.jair.org/index.php/jair/about ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.1.13554

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20
Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach
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Article
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Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach

Artificial intelligence in medicine, 2019-03, Vol.94, p.42-53 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0933-3657 ;EISSN: 1873-2860 ;DOI: 10.1016/j.artmed.2019.01.001

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