Supervised Classification Techniques

1999 ◽  
pp. 181-222 ◽  
Author(s):  
John A. Richards ◽  
Xiuping Jia
Keyword(s):  
Supervised Classification ◽  
Classification Techniques

scholarly journals A Comparative Study of Supervised Classification Techniques for Multi-Spectral Images

2018 ◽  
Vol 11 (11) ◽  
pp. 1-13
Author(s):  
Mahmoud Shwaky ◽  
Fawzy Amer ◽  
Osama Mosa ◽  
Essam Hamza
Keyword(s):  
Comparative Study ◽  
Supervised Classification ◽  
Classification Techniques

scholarly journals Enhancing filter-based parenthetic abbreviation extraction methods

2020 ◽  
Author(s):  
Houcemeddine Turki ◽  
Mohamed Ali Hadj Taieb ◽  
Mohamed Ben Aouicha
Keyword(s):  
Machine Learning ◽  
Supervised Classification ◽  
Extraction Methods ◽  
Classification Techniques ◽  
Scholarly Publications

Abstract This letter discusses the limitations of the use of filters to enhance the accuracy of the extraction of parenthetic abbreviations from scholarly publications and proposes the usage of the parentheses level count algorithm to efficiently extract entities between parentheses from raw texts as well as of machine learning-based supervised classification techniques for the identification of biomedical abbreviations to significantly reduce the removal of acronyms including disallowed punctuations.

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