posted by organizer: mariaperez || 7541 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

IARCE 2021-Ei Compendex & Scopus 2021   2021 5th International Conference on Industrial Automation, Robotics and Control Engineering (IARCE 2021)
ICMLA 2021   20th IEEE International Conference on Machine Learning and Applications
CHEME 2021   5th International Conference on Chemical Engineering
ML_BDA 2021   Special Issue on Machine Learning Technologies for Big Data Analytics
ICML 2021   International Conference on Machine Learning
FAIML 2021   2021 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2021)
CSEIT 2021   8th International Conference on Computer Science, Engineering and Information Technology
blockchain_ml_iot 2021   Special Issue - Blockchain and Machine Learning for IoT: Security and Privacy Challenges
EI-RACE 2021   2021 Asia-Pacific Conference on Robotics, Automation and Communication Engineering (RACE 2021)
ISC HPC 2021   ISC HIGH PERFORMANCE 2021 DIGITAL