Missing Value Imputation on Fuzzy Data Sets скачать в хорошем качестве

Missing Value Imputation on Fuzzy Data Sets

A/Prof. Zahid Islam of CSU Australia introduces a paper on making an educated guess for the missing values in a fuzzy data set. A pre-print of the paper is available at: https://www.researchgate.net/publicat... The full reference to the paper is as follows. Rahman, M. G., and Islam, M. Z. (2015): Missing Value Imputation using a Fuzzy Clustering Based EM Approach, Knowledge and Information Systems, Vol. 46, Issue 2, pp. 389-422, ISSN 0219-1377, Springer London. doi: 10.1007/s10115-015-0822-y Some of our other papers on missing value imputation are as follows: Rahman, M. G., and Islam, M. Z. (2014): FIMUS: A Framework for Imputing Missing Values Using Co-appearance, Correlation and Similarity Analysis, Knowledge-Based Systems, Vol. 56, pp. 311-327, January 2014, DOI: 10.1016/j.knosys.2013.12.005 Available at http://dx.doi.org/10.1016/j.knosys.20... A preprint of the above paper is freely available at: https://www.researchgate.net/publicat... Rahman, M. G., and Islam, M. Z. (2013): Missing Value Imputation Using Decision Trees and Decision Forests by Splitting and Merging Records: Two Novel Techniques, Knowledge-Based Systems, Vol. 53, pp. 51 - 65, ISSN 0950-7051, DOI information: 10.1016/j.knosys.2013.08.023, Available at http://www.sciencedirect.com/science/... A preprint of the above paper is freely available at: https://www.researchgate.net/publicat... Rahman, M. G. and Islam, M. Z. (2011): A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing, In Proc. of the Ninth Australasian Data Mining Conference (AusDM 11), Ballarat, Australia. December 01 - December 02, 2011, CRPIT, 121. Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. Eds., ACS. 41-50 A preprint of the above paper is freely available at: https://www.researchgate.net/publicat...