posted by organizer: mariaperez || 6655 views || tracked by 6 users: [display]

SS-MLID-IWANN 2017 : Special Session on Machine Learning in Imbalanced Domains, IWANN2017, LNCS, Cadiz (Spain), June 2017

FacebookTwitterLinkedInGoogle

Link: http://iwann.uma.es/
 
When Jun 14, 2017 - Jun 17, 2017
Where Cadiz (Spain)
Abstract Registration Due Mar 31, 2017
Submission Deadline Jan 25, 2017
Notification Due Mar 15, 2017
Final Version Due Mar 31, 2017
Categories    computer science   machine learning   artificial intelligence   data imbalance
 

Call For Papers

This special session is being organized within the “14th International Work-Conference on Artificial Neural Networks (IWANN'2017) ” (http://iwann.uma.es/). IWANN'17 will be held in Cádiz, Spain, in June of 2017, and provides a discussion forum for scientists, engineers, educators and students about the latest ideas and realizations in the foundations, theory, models and applications of machine learning. We hope that this session can provide a common forum for researchers and practitioners to exchange their ideas and report their latest finding in the area of data imbalance.

*Topics of the special session*
Topics of the tentative special session include (but are not limited to):
• Learning in the context of imbalanced datasets
• Sampling approaches (synthetic over-sampling, under-sampling, etc.).
• Characterization of imbalanced datasets
• New classification models for imbalanced data
• New metrics for addressing and measuring data imbalance
• Applications with presence of data imbalance

Related Resources

ECCV 2018   European Conference on Computer Vision
ETHE Blearning 2017   Blended learning in higher education: research findings
ICPR 2018   24th International Conference on Pattern Recognition
CVPR 2018   Computer Vision and Pattern Recognition
COLT 2018   Computational Learning Theory
MLDM 2018   14th International Conference on Machine Learning and Data Mining MLDM 2018
IJCAI 2018   International Joint Conferences on Artificial Intelligence Organization
ICPRAI 2018   International Conference on Pattern Recognition and Artificial Intelligence
COLT 2018   Conference on Learning Theory
GECCO 2018   Genetic and Evolutionary Computation Conference