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1
Advances and Open Problems in Federated Learning
Material Type:
Article
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Advances and Open Problems in Federated Learning

Foundations and trends in machine learning, 2021-01, Vol.14 (1-2), p.1-210 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1935-8237 ;EISSN: 1935-8245 ;DOI: 10.1561/2200000083

Digital Resources/Online E-Resources

2
The Sixth Visual Object Tracking VOT2018 Challenge Results
Material Type:
Conference Proceeding
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The Sixth Visual Object Tracking VOT2018 Challenge Results

Computer Vision – ECCV 2018 Workshops, 2019, p.3 [Peer Reviewed Journal]

ISBN: 3030110087 ;ISBN: 9783030110086 ;ISBN: 3030110095 ;ISBN: 9783030110093 ;DOI: 10.1007/978-3-030-11009-3_1

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3
From Word To Sense Embeddings: A Survey on Vector Representations of Meaning
Material Type:
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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4
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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5
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text
Material Type:
Article
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Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text

The Journal of artificial intelligence research, 2023-01, Vol.77, p.103-166 [Peer Reviewed Journal]

ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.1.13715

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6
Confident Learning: Estimating Uncertainty in Dataset Labels
Material Type:
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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7
The third AI summer: AAAI Robert S. Engelmore Memorial Lecture
Material Type:
Article
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The third AI summer: AAAI Robert S. Engelmore Memorial Lecture

The AI magazine, 2022-03, Vol.43 (1), p.105-125 [Peer Reviewed Journal]

2022 The Authors. published by Wiley Periodicals LLC on behalf of the Association for the Advancement of Artificial Intelligence ;ISSN: 0738-4602 ;EISSN: 2371-9621 ;DOI: 10.1002/aaai.12036

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8
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation
Material Type:
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
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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10
A Survey of Cross-lingual Word Embedding Models
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Article
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A Survey of Cross-lingual Word Embedding Models

The Journal of artificial intelligence research, 2019-01, Vol.65, p.569-631 [Peer Reviewed Journal]

2019. 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.1.11640

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11
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents
Material Type:
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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12
All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously
Material Type:
Article
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All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously

Journal of machine learning research, 2019-01, Vol.20 [Peer Reviewed Journal]

ISSN: 1532-4435 ;EISSN: 1533-7928 ;PMID: 34335110

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13
Viewpoint: When Will AI Exceed Human Performance? Evidence from AI Experts
Material Type:
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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14
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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15
Benchmark and Survey of Automated Machine Learning Frameworks
Material Type:
Article
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Benchmark and Survey of Automated Machine Learning Frameworks

The Journal of artificial intelligence research, 2021-01, Vol.70, p.409-472 [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.1.11854

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16
Meta-Learning in Neural Networks: A Survey
Material Type:
Article
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Meta-Learning in Neural Networks: A Survey

IEEE transactions on pattern analysis and machine intelligence, 2022-09, Vol.44 (9), p.5149-5169 [Peer Reviewed Journal]

ISSN: 0162-8828 ;EISSN: 1939-3539 ;DOI: 10.1109/TPAMI.2021.3079209 ;PMID: 33974543 ;CODEN: ITPIDJ

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17
On the Tractability of SHAP Explanations
Material Type:
Article
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On the Tractability of SHAP Explanations

The Journal of artificial intelligence research, 2022-01, Vol.74, p.851-886 [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 ;ISSN: 1076-9757 ;EISSN: 1943-5037 ;DOI: 10.1613/jair.1.13283

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18
A review of unsupervised feature learning and deep learning for time-series modeling
Material Type:
Article
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A review of unsupervised feature learning and deep learning for time-series modeling

Pattern recognition letters, 2014-06, Vol.42 (1), p.11 [Peer Reviewed Journal]

ISSN: 0167-8655 ;ISSN: 1872-7344 ;EISSN: 1872-7344 ;DOI: 10.1016/j.patrec.2014.01.008

Digital Resources/Online E-Resources

19
Ontologies for Industry 4.0
Material Type:
Article
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Ontologies for Industry 4.0

Knowledge engineering review, 2019, Vol.34, Article e17 [Peer Reviewed Journal]

ISSN: 0269-8889 ;EISSN: 1469-8005 ;DOI: 10.1017/S0269888919000109

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20
Image Super-Resolution via Iterative Refinement
Material Type:
Article
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Image Super-Resolution via Iterative Refinement

IEEE transactions on pattern analysis and machine intelligence, 2023-04, Vol.45 (4), p.4713-4726 [Peer Reviewed Journal]

ISSN: 0162-8828 ;EISSN: 1939-3539 ;DOI: 10.1109/TPAMI.2022.3204461 ;PMID: 36094974 ;CODEN: ITPIDJ

Digital Resources/Online E-Resources

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