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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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Article
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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
Distributed Constraint Optimization Problems and Applications: A Survey
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Article
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Distributed Constraint Optimization Problems and Applications: A Survey

The Journal of artificial intelligence research, , Vol.61, p.623-698 [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.5565

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4
From Word To Sense Embeddings: A Survey on Vector Representations of Meaning
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Article
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From Word To Sense Embeddings: A Survey on Vector Representations of Meaning

The Journal of artificial intelligence research, 2018-12, Vol.63, p.743-788 [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.1.11259

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5
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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6
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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7
Confident Learning: Estimating Uncertainty in Dataset Labels
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Article
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Confident Learning: Estimating Uncertainty in Dataset Labels

The Journal of artificial intelligence research, 2021-04, Vol.70, p.1373-1411 [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.1.12125

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8
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation
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Article
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Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation

The Journal of artificial intelligence research, , Vol.61, p.65-170 [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.5477

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9
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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10
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network
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Article
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Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

Applied intelligence (Dordrecht, Netherlands), 2021-02, Vol.51 (2), p.854-864 [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: 0924-669X ;EISSN: 1573-7497 ;DOI: 10.1007/s10489-020-01829-7 ;PMID: 34764548

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11
The Arcade Learning Environment: An Evaluation Platform for General Agents
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Article
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The Arcade Learning Environment: An Evaluation Platform for General Agents

The Journal of artificial intelligence research, 2013-01, Vol.47, p.253-279 [Peer Reviewed Journal]

2013. 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.3912

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12
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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13
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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14
Data Mining: Concepts, Models and Techniques (Intelligent Systems Reference Library, Vol 12)
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Book
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Data Mining: Concepts, Models and Techniques (Intelligent Systems Reference Library, Vol 12)

Springer-Verlag Berlin Heidelberg 2011 ;ISSN: 1868-4394 ;ISBN: 9783642197208 ;ISBN: 3642197205 ;EISSN: 1868-4408 ;EISBN: 9783642197215 ;EISBN: 3642197213 ;DOI: 10.1007/978-3-642-19721-5 ;OCLC: 743410409

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15
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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16
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents
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Article
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Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents

The Journal of artificial intelligence research, , Vol.61, p.523-562 [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.5699

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17
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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18
Deep transfer learning-based automated detection of COVID-19 from lung CT scan slices
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Article
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Deep transfer learning-based automated detection of COVID-19 from lung CT scan slices

Applied intelligence (Dordrecht, Netherlands), 2021-01, Vol.51 (1), p.571-585 [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/s10489-020-01826-w ;PMID: 34764547

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19
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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20
A comprehensive study of class incremental learning algorithms for visual tasks
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Article
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A comprehensive study of class incremental learning algorithms for visual tasks

Neural networks, 2021-03, Vol.135, p.38-54 [Peer Reviewed Journal]

Attribution - NonCommercial ;ISSN: 0893-6080 ;EISSN: 1879-2782 ;DOI: 10.1016/j.neunet.2020.12.003

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