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Stieler, Fabian [Author]; Elia, Miriam [Author]; Weigell, Benjamin [Author]; Bauer, Bernhard [Author]; Kienle, Peter [Author]; Roth, Anton [Author]; Müllegger, Gregor [Author]; Nann, Marius [Author]; Dopfer, Sarah [Author]

LIFEDATA - a framework for traceable active learning projects

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Augsburg University Publication Server (OPUS), 2023-10-04
Li, Kai [Author]; Mai, Feng [Author]; Wong, Gabriel [Author]; Yang, Chelsea [Author]; Zhang, Tengfei [Author]

Female Equity Analysts and Corporate Environmental and Social Performance

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[S.l.]: SSRN, [2022]
Clemente, Fabiana [Presenter]; Ng, Andrew Y. [Presenter]; Janapa Reddi, Vijay [Presenter]; Dral, Emeli [Presenter]; Sanyal, Atindriyo [Presenter]; Veloso, Manuela [Presenter]; Herman, Bernease [Presenter]; McNamara, Kevin [Presenter] ; O'Reilly (Firm)

AI Superstream : Data-centric AI - [[First edition].]

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[Place of publication not identified]: O'Reilly Media, Inc., [2023]
Srinivasan, Aishwarya [Narrator]

Data-Centric AI: Best Practices, Responsible AI, and More

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Carpenteria, CA: linkedin.com, 2024
Khang, Alex [Editor]; Rani, Sita [Editor]; Gujrati, Rashmi [Editor]

DESIGNING WORKFORCE MANAGEMENT SYSTEMS FOR INDUSTRY 4.0; : DATA-CENTRIC AND AI-ENABLED APPROACHES

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BOCA RATON: CRC PRESS, 2023
Stieler, Fabian [Author]; Bauer, Bernhard [Author]

Git workflow for active learning - a development methodology proposal for data-centric AI projects

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Augsburg University Publication Server (OPUS), 2023-04-26
Stieler, Fabian [Author]; Bauer, Bernhard [Author] ; Kaindl, Hermann [Editor]; Mannion, Mike [Editor]; Maciaszek, Leszek [Editor]

Git workflow for active learning - a development methodology proposal for data-centric AI projects

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Augsburg: Universität Augsburg, 2023 ; Setúbal: SciTePress, 2023
Nisheva-Pavlova, Maria [Author]; Dobreva, Bilyana [Author]

Small Data and Data Centric AI: Case Study from the Master's Program in Artificial Intelligence at Sofia University

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2022

Published in: Information Systems and Grid Technologies Conference (15. : 2022 : Sofia): ISGT 2022: Information Systems and Grid Technologies ; (2022), Seite 170-179
Förster, Maximilian [Author]; Hühn, Philipp [Author]; Klier, Mathias [Author]; Kluge, Kilian [Author]

User-centric explainable AI : design and evaluation of an approach to generate coherent counterfactual explanations for structured data

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2023

Published in: Journal of decision systems ; 32(2023), 4, Seite 700-731
Kumar, Sushant; Datta, Sumit; Singh, Vishakha; Singh, Sanjay Kumar; Sharma, Ritesh

Opportunities and Challenges in Data-Centric AI

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Institute of Electrical and Electronics Engineers (IEEE), 2024

Published in: IEEE Access, 12 (2024), Seite 33173-33189
Johnson, Justin M.; Khoshgoftaar, Taghi M.

Data-Centric AI for Healthcare Fraud Detection

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Springer Science and Business Media LLC, 2023

Published in: SN Computer Science, 4 (2023) 4
Jarrahi, Mohammad Hossein; Memariani, Ali; Guha, Shion

The Principles of Data-Centric AI

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Association for Computing Machinery (ACM), 2023

Published in: Communications of the ACM, 66 (2023) 8, Seite 84-92
Kumar, Sushant; Sharma, Ritesh; Singh, Vishakha; Tiwari, Shrikant; Singh, Sanjay Kumar; Datta, Sumit

Potential Impact of Data-Centric AI on Society

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Institute of Electrical and Electronics Engineers (IEEE), 2023

Published in: IEEE Technology and Society Magazine, 42 (2023) 3, Seite 98-107
Gerdes, Anne

A participatory data-centric approach to AI Ethics by Design

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Informa UK Limited, 2022

Published in: Applied Artificial Intelligence, 36 (2022) 1
Kurban, Hasan; Kurban, Mustafa; Dalkilic, Mehmet M.

Rapidly predicting Kohn–Sham total energy using data-centric AI

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Springer Science and Business Media LLC, 2022

Published in: Scientific Reports, 12 (2022) 1
Whang, Steven Euijong; Roh, Yuji; Song, Hwanjun; Lee, Jae-Gil

Data collection and quality challenges in deep learning: a data-centric AI perspective

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Springer Science and Business Media LLC, 2023

Published in: The VLDB Journal, 32 (2023) 4, Seite 791-813
Patel, Hima; Guttula, Shanmukha; Gupta, Nitin; Hans, Sandeep; Mittal, Ruhi Sharma; N, Lokesh

A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks

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Association for Computing Machinery (ACM), 2023

Published in: Journal of Data and Information Quality, 15 (2023) 4, Seite 1-26
Hamid, Oussama H.

Data-Centric and Model-Centric AI: Twin Drivers of Compact and Robust Industry 4.0 Solutions

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MDPI AG, 2023

Published in: Applied Sciences, 13 (2023) 5, Seite 2753
Maskey, Manil

Rethinking AI for Science: An Evolution From Data‐Driven to Data‐Centric Framework

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American Geophysical Union (AGU), 2023

Published in: Perspectives of Earth and Space Scientists, 4 (2023) 1
Spanier, Assaf B.; Steiner, Dor; Sahalo, Navon; Abecassis, Yoel; Ziv, Dan; Hefetz, Ido; Kimchi, Shimon

Enhancing Fingerprint Forensics: A Comprehensive Study of Gender Classification Based on Advanced Data-Centric AI Approaches and Multi-Database Analysis

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MDPI AG, 2024

Published in: Applied Sciences, 14 (2024) 1, Seite 417

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