Classification of EEG signals to detect alcoholism using machine learning techniques

2019 ◽  
Vol 125 ◽  
pp. 140-149 ◽  
Author(s):  
Jardel das C. Rodrigues ◽  
Pedro P. Rebouças Filho ◽  
Eugenio Peixoto ◽  
Arun Kumar N ◽  
Victor Hugo C. de Albuquerque
Keyword(s):  
Machine Learning ◽  
Machine Learning Techniques ◽  
Eeg Signals ◽  
Learning Techniques

A Brief Survey on Text Classification Using Various Machine Learning Techniques

2018 ◽  
Vol 8 (1) ◽  
pp. 14
Author(s):  
Padmavathi .S ◽  
M. Chidambaram
Keyword(s):  
Machine Learning ◽  
Text Classification ◽  
Fixed Number ◽  
Machine Learning Techniques ◽  
Online Information ◽  
Rule Based ◽  
Learning Techniques ◽  
Machine Learning Approach ◽  
Rule Based Approach

Text classification has grown into more significant in managing and organizing the text data due to tremendous growth of online information. It does classification of documents in to fixed number of predefined categories. Rule based approach and Machine learning approach are the two ways of text classification. In rule based approach, classification of documents is done based on manually defined rules. In Machine learning based approach, classification rules or classifier are defined automatically using example documents. It has higher recall and quick process. This paper shows an investigation on text classification utilizing different machine learning techniques.

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