meteorits
Mixture-of-Experts Modeling for Complex Non-Normal Distributions
Provides a unified mixture-of-experts (ME) modeling and estimation framework with several original and flexible ME models to model, cluster and classify heterogeneous data in many complex situations where the data are distributed according to non-normal, possibly skewed distributions, and when they might be corrupted by atypical observations. Mixtures-of-Experts models for complex and non-normal distributions ('meteorits') are originally introduced and written in 'Matlab' by Faicel Chamroukhi. The references are mainly the following ones. The references are mainly the following ones. doi:10.1016/j.neunet.2009.06.040 https://chamroukhi.com/FChamroukhi-PhD.pdf doi:10.48550/arXiv.1506.06707 https://chamroukhi.com/FChamroukhi-HDR.pdf doi:10.1109/IJCNN.2016.7727580 doi:10.1016/j.neunet.2016.03.002 doi:10.1016/j.neucom.2017.05.044.
- Version0.1.1
- R version≥ 2.10
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- meteorits citation info
- Last release01/10/2020
Documentation
Team
Florian Lecocq
Faicel Chamroukhi
Marius Bartcus
Show author detailsRolesAuthor, Translator
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- Imports3 packages
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