——————————————————————————– Please distribute (Apologies for cross posting) ——————————————————————————– ——————————————————————————–
CALL FOR PAPERS Data-Centric AI Thematic Track EPIA 2024
epia2024.pt/thematic-tracks/data-centric-ai-solutions-and-emerging-technologies/
EPIA, September 3-6, 2024, Viana do Castelo, Portugal
——————————————————————————– Special Issue ——————————————————————————– The authors of a number of selected papers presented at Data-Centric AI Thematic Track will be invited to submit extended versions of their papers for possible inclusion in a special issue of an international journal. Fast-track processing will be used to have them reviewed and published.
——————————————————————————– Aims and Scope ——————————————————————————–
The Thematic Track “Data-Centric AI – Solutions and Emerging Technologies” addresses practical and theoretical contributions related to the use of Data-Centric AI solutions, focusing on cutting-edge research, methodologies, tools, and applications. We encourage researchers and practitioners to conceptualise solutions that revolve around improving data, not models, to ensure efficient and responsible downstream applications.
Submissions are encouraged on a variety of topics related to Data-Centric AI, including, but not limited to, the following:
– Datasets for Data-Centric development – Data bias mitigation techniques – Data quality assessment and accountability – Data governance and regulatory compliance – Transparent multi-modal data fusion – Explainable data augmentation and outlier detection – Privacy-preserving synthetic data – Data Engineering Prompting – Data Auditing and Evaluation Practice – Data labeling and benchmarking techniques – Human-in-the-loop Data Engineering
——————————————————————————– Important Dates ——————————————————————————–
Full paper submission (deadline): May 31, 2024 Notification of acceptance: June 20, 2024 Camera ready version, author registration: July 15, 2024
——————————————————————————– Submission procedure ——————————————————————————– Contributions, written in English, must be formatted according to the guidelines of the Lecture Notes of Computer Science (LNCS) series by Springer-Verlag, which are available together with templates here:
www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines.
We strongly recommend using the LNCS template for LaTeX. The page limit for any contribution, including figures, title pages, references, and appendices, is 12 pages in LNCS format. Submission of the camera-ready version of the paper has to include the authors? consent to publish on the above Springer LNCS website.
Authors may not submit any paper which is under review elsewhere or which has been accepted for publication in a journal or another conference; neither will they submit their papers elsewhere during the review period of the thematic track.
Link for the submission site ? epia2024.pt/call-for-papers/
——————————————————————————– Venue ——————————————————————————–
Data-Centric AI Thematic Track EPIA 2024 will be held in September, 2024 in Viana do Castelo, Portugal.
——————————————————————————– Thematic Track Chairs ——————————————————————————– Miriam Seoane Santos ? University of Porto, Portugal Ricardo Cardoso Pereira ? Santarém Polytechnic University, Portugal Ana Carolina Lorena ? Aeronautical Technological Institute, Brazil Pedro Henriques Abreu ? University of Coimbra, Portugal ——————————————————————————–
——————————————————————————– Contacts ——————————————————————————– Organizing Committee Contact Person: Miriam Seoane Santos – University of Porto, Portugal – miriam.santos@fc.up.pt
Ricardo Cardoso Pereira – Santarém Polytechnic University, Portugal – ricardo.pereira@esg.ipsantarem.pt ——————————————————————————–
CALL FOR PAPERS Data-Centric AI Thematic Track EPIA 2024
epia2024.pt/thematic-tracks/data-centric-ai-solutions-and-emerging-technologies/
EPIA, September 3-6, 2024, Viana do Castelo, Portugal
——————————————————————————– Special Issue ——————————————————————————– The authors of a number of selected papers presented at Data-Centric AI Thematic Track will be invited to submit extended versions of their papers for possible inclusion in a special issue of an international journal. Fast-track processing will be used to have them reviewed and published.
——————————————————————————– Aims and Scope ——————————————————————————–
The Thematic Track “Data-Centric AI – Solutions and Emerging Technologies” addresses practical and theoretical contributions related to the use of Data-Centric AI solutions, focusing on cutting-edge research, methodologies, tools, and applications. We encourage researchers and practitioners to conceptualise solutions that revolve around improving data, not models, to ensure efficient and responsible downstream applications.
Submissions are encouraged on a variety of topics related to Data-Centric AI, including, but not limited to, the following:
– Datasets for Data-Centric development – Data bias mitigation techniques – Data quality assessment and accountability – Data governance and regulatory compliance – Transparent multi-modal data fusion – Explainable data augmentation and outlier detection – Privacy-preserving synthetic data – Data Engineering Prompting – Data Auditing and Evaluation Practice – Data labeling and benchmarking techniques – Human-in-the-loop Data Engineering
——————————————————————————– Important Dates ——————————————————————————–
Full paper submission (deadline): May 31, 2024 Notification of acceptance: June 20, 2024 Camera ready version, author registration: July 15, 2024
——————————————————————————– Submission procedure ——————————————————————————– Contributions, written in English, must be formatted according to the guidelines of the Lecture Notes of Computer Science (LNCS) series by Springer-Verlag, which are available together with templates here:
www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines.
We strongly recommend using the LNCS template for LaTeX. The page limit for any contribution, including figures, title pages, references, and appendices, is 12 pages in LNCS format. Submission of the camera-ready version of the paper has to include the authors? consent to publish on the above Springer LNCS website.
Authors may not submit any paper which is under review elsewhere or which has been accepted for publication in a journal or another conference; neither will they submit their papers elsewhere during the review period of the thematic track.
Link for the submission site ? epia2024.pt/call-for-papers/
——————————————————————————– Venue ——————————————————————————–
Data-Centric AI Thematic Track EPIA 2024 will be held in September, 2024 in Viana do Castelo, Portugal.
——————————————————————————– Thematic Track Chairs ——————————————————————————– Miriam Seoane Santos ? University of Porto, Portugal Ricardo Cardoso Pereira ? Santarém Polytechnic University, Portugal Ana Carolina Lorena ? Aeronautical Technological Institute, Brazil Pedro Henriques Abreu ? University of Coimbra, Portugal ——————————————————————————–
——————————————————————————– Contacts ——————————————————————————– Organizing Committee Contact Person: Miriam Seoane Santos – University of Porto, Portugal – miriam.santos@fc.up.pt
Ricardo Cardoso Pereira – Santarém Polytechnic University, Portugal – ricardo.pereira@esg.ipsantarem.pt ——————————————————————————–
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