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Potential Impact of Data-Centric AI on Society

  • Published:2023-09 Issue:3 Volume:42 Page:98-107
  • ISSN:0278-0097
  • Container-title:IEEE Technology and Society Magazine
  • language:
  • Short-container-title:IEEE Technol. Soc. Mag.

Author:

Kumar Sushant1,Sharma Ritesh1,Singh Vishakha1,Tiwari Shrikant2,Singh Sanjay Kumar1,Datta Sumit3ORCID

Affiliation:

1. Department of Computer Science and Engineering, Indian Institute of Technology (IIT BHU), Varanasi, India

2. Department of Computer Science and Engineering (CSE), Institute of Engineering and Rural Technology (IERT), Prayagraj, India

3. School of Electronic Systems and Automation, IIITM-Kerala/Digital University Kerala, Thiruvananthapuram, India

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Social Sciences,General Engineering

Reference48 articles.

1. Automated occupation coding with hierarchical features: a data-centric approach to classification with pre-trained language models

2. MentorNet: Learning data-driven curriculum for very deep neural networks on corrupted labels;jiang;Proc Int Conf Mach Learn,2018

3. Evaluation of deep unsupervised anomaly detection methods with a data-centric approach for on-line inspection

4. ActiveClean

5. BigBio: A framework for data-centric biomedical natural language processing;fries;Proc Adv Neural Inf Process Syst,2022

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1. Towards Unlocking the Hidden Potentials of the Data-Centric AI Paradigm in the Modern Era;Applied System Innovation;2024-06-24

2. Beyond the Classroom;Advances in Educational Technologies and Instructional Design;2024-06-03

3. A Data-Centric AI Paradigm for Socio-Industrial and Global Challenges;Electronics;2024-06-01

4. The Future Role of Clinical Artificial Intelligence: View of Chronic Patients;IEEE Transactions on Technology and Society;2024-03

5. Opportunities and Challenges in Data-Centric AI;IEEE Access;2024
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