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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

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