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

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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

ICANN 2018   27th International Conference on Artificial Neural Networks
ECCV 2018   European Conference on Computer Vision
BMVC 2018   British Machine Vision Conference
ICML 2018   The 35th International Conference on Machine Learning
ACML 2018   The 10th Asian Conference on Machine Learning
IJCAI 2018   International Joint Conferences on Artificial Intelligence Organization
IFIP IIP 2018   10th International Conference on Intelligent Information Processing
ACL 2018   56th Annual Meeting of the Association for Computational Linguistics
IBERAMIA 2018   16th Ibero-American Conference on Artificial Intelligence
GECCO 2018   Genetic and Evolutionary Computation Conference