• CFP: IEEE CIM Special Issue on Evolutionary Machine Learning

    From Yusuke Nojima@21:1/5 to All on Mon Jun 10 22:54:36 2019
    [Apologies for cross-postings]

    IEEE Computational Intelligence Magazine
    Special Issue on Evolutionary Machine Learning https://cis.ieee.org/images/files/Documents/call-for-special-issues/CIM_2020_May_CFP.pdf

    This special issue covers all approaches within EML and highlights the most recent advances in the field of computational intelligence. There is a surge in interest in EML as the complementary nature of EC and ML successfully addresses each other’s
    issues. Methodological developments, practical applications and/or theoretical considerations (especially with regard to the stochastic nature of EML) are welcome. Insight into where the fusion of EC and ML can be more powerful than the techniques
    separately is encouraged.

    The topics to be highlighted in this special issue include, but are not limited to, the following:
    - Population-based reinforcement learning
    - Evolutionary rule-based learning systems
    - Evolutionary neural networks, including neuroevolution
    - Evolutionary deep learning, including structure learning
    - Hyper-parameter tuning with EC
    - Evolutionary decision trees
    - Evolutionary cascade systems
    - Evolutionary fuzzy systems
    - Evolutionary reinforcement learning
    - Evolutionary ensemble systems
    - Genetic programming based ML
    - Evolutionary feature selection and construction for ML
    - Evolutionary transfer learning
    - Explainable systems design
    - Surrogate-model design by ML for EC
    - Landscape analysis by ML for EC
    - Knowledge acquisition from solutions obtained by EC
    - Parameter learning and adaptation of EC by ML
    - Real-world applications of EML

    *** Submission Process ***
    All manuscripts must be submitted electronically in PDF format. Manuscripts must be typed in 12-point font, double spaced in single column format and adhere to a maximum length of 20 pages. Additional information on manuscript details and submission
    guidelines can be accessed from the IEEE CIM website: https://cis.ieee.org/publications/ci-magazine/cim-information-for-authors

    • Submissions must be made via the EasyChair link : https://easychair.org/conferences/?conf=cimeml2020

    • Send also an email to guest editors Will N. Browne and Yusuke Nojima (cimeml2020@easychair.org) with subject “IEEE CIM special issue submission” to notify about your submission.

    *** Important Dates ***
    Submission Deadline: July 15, 2019
    Notification of Review Results: September 30, 2019
    Submission of Revised Manuscripts: October 31, 2019
    Submission of Final Manuscripts: December 15, 2019
    Special Issue Publication: May 2020

    *** Guest Editors ***
    Will N. Browne
    Victoria University of Wellington, New Zealand

    Yusuke Nojima
    Osaka Prefecture University, Japan

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