Emotion detection via discriminative kernel method

2010 ◽  
Author(s):  
Hua Wang ◽  
Heng Huang ◽  
Yanzi Hu ◽  
Mindi Anderson ◽  
Pamela Rollins ◽  
...  
Keyword(s):  
Kernel Method ◽  
Emotion Detection

Online Prediction Model Based on New Kernel Method

2014 ◽  
Vol 7 (1) ◽  
pp. 107
Author(s):  
Ilyes Elaissi ◽  
Okba Taouali ◽  
Messaoud Hassani
Keyword(s):  
Prediction Model ◽  
Kernel Method ◽  
Model Based ◽  
Online Prediction

An Extended Method of SIRMs Connected Fuzzy Inference Method Using Kernel Method

2009 ◽  
Vol E92-A (10) ◽  
pp. 2514-2521
Author(s):  
Hirosato SEKI ◽  
Fuhito MIZUGUCHI ◽  
Satoshi WATANABE ◽  
Hiroaki ISHII ◽  
Masaharu MIZUMOTO
Keyword(s):  
Fuzzy Inference ◽  
Kernel Method ◽  
Inference Method

Emotion Detection and Recognition from Text using Machine Learning

2018 ◽  
Vol 6 (6) ◽  
pp. 341-345
Author(s):  
Shaikh Abdul Salam ◽  
Rajkumar Gupta
Keyword(s):  
Machine Learning ◽  
Emotion Detection ◽  
Detection And Recognition

Imbalanced Data Detection Kernel Method in Closed Systems

2013 ◽  
Vol 756-759 ◽  
pp. 3652-3658
Author(s):  
You Li Lu ◽  
Jun Luo
Keyword(s):  
Kernel Methods ◽  
Kernel Method ◽  
Imbalanced Data ◽  
Data Detection ◽  
Data Sets ◽  
System Call ◽  
Data Set ◽  
Imbalanced Data Sets ◽  
Lower Complexity ◽  
Closed Systems

Under the study of Kernel Methods, this paper put forward two improved algorithm which called R-SVM & I-SVDD in order to cope with the imbalanced data sets in closed systems. R-SVM used K-means algorithm clustering space samples while I-SVDD improved the performance of original SVDD by imbalanced sample training. Experiment of two sets of system call data set shows that these two algorithms are more effectively and R-SVM has a lower complexity.

scholarly journals EMOCOV: Machine learning for emotion detection, analysis and visualization using COVID-19 tweets

2021 ◽  
Vol 23 ◽  
pp. 100135
Author(s):  
Md. Yasin Kabir ◽  
Sanjay Madria
Keyword(s):  
Machine Learning ◽  
Emotion Detection ◽  
Detection Analysis

Multi-Classes Emotion Detection for Unbalanced Indonesian Tweets

2020 ◽  
Author(s):  
Laina Farsiah ◽  
Yi-Shin Chen ◽  
Alim Misbullah
Keyword(s):  
Emotion Detection
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