posted by organizer: allasapronova || 1841 views || tracked by 2 users: [display]

ISMLG 2023 : International Symposium on Machine Learning & Big Data in Geoscience, Special Session on Data Quality Assurance and Pre-processing in Geoscience

FacebookTwitterLinkedInGoogle

Link: https://www.ismlg2023.com/abstracts
 
When Aug 29, 2023 - Sep 1, 2023
Where Cork, Ireland
Submission Deadline Dec 22, 2022
Categories    civil engineering   GIS   data science   data mining
 

Call For Papers

The Graz University of Technology, Mountain University Leoben, and Amberg Technology Group are organizing a special session on the topic: "Data Quality Assurance and Pre-processing in Geoscience" for the 4th International Symposium on Machine Learning & Big Data in Geoscience at University College Cork.
The symposium's theme is Data-centric solutions for reshaping the next-generation geo-industries.
The session will focus on discussing tools and methods to check and improve the quality of data used in geoscience, including but not limited to discussions on handling sparse, imbalanced, and mislabeled datasets. The session will also address the problem of rare event detection: with a vast amount of collected observations, the events having a significant impact and long-lasting consequences are often the most uncommon in frequency. During the preprocessing, improving the data quality by employing standard tools like noise reduction and outliers' removal may negatively impact the detection of rare events.

The session would like to overview the current state-of-the-art and issue some practical recommendations on performing the data quality assessment while preserving the loss of information necessary for rare event detection in geotechnical, engineering, and geoscience datasets.

Please submit your 2-page abstract to
https://www.ismlg2023.com/abstracts by 22 December 2022

Or send your abstract directly to Ass.Prof.Dr. A.Sapronova alla.sapronova @ tugraz.at

Related Resources

smart health 2023   1ST INTERNATIONAL WORKSHOP ON SMART HEALTH
ICDM 2023   International Conference on Data Mining
JCICE 2024   2024 International Joint Conference on Information and Communication Engineering(JCICE 2024)
SDM 2023   SDM 2023 : SIAM International Conference on Data Mining
MLDM 2024   20th International Conference on Machine Learning and Data Mining
IEEE Xplore-Ei/Scopus-CCCAI 2023   2023 International Conference on Communications, Computing and Artificial Intelligence (CCCAI 2023) -EI Compendex
ICDM 2024   24th Industrial Conference on Data Mining
MLDM 2024   20th International Conference on Machine Learning and Data Mining
SI-MLT 2023   Special Issue on MACHINE LEARNING IN TOURISM - Int. J. of Machine Learning and Cybernetics (Springer)
IEEE BigData 2023   EEE International Conference on Big Data