Keyword : depression detection

Detecting Depression from Speech through an Attentive LSTM Network
Yan ZHAO Yue XIE Ruiyu LIANG Li ZHANG Li ZHAO Chengyu LIU 
Publication:   
Publication Date: 2021/11/01
Vol. E104-D  No. 11 ; pp. 2019-2023
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
depression detection, LSTM, attention mechanism, vocal expression, 
 Summary | Full Text:PDF(252.2KB)
Machine Learning-Based Approach for Depression Detection in Twitter Using Content and Activity Features
Hatoon S. ALSAGRI Mourad YKHLEF 
Publication:   
Publication Date: 2020/08/01
Vol. E103-D  No. 8 ; pp. 1825-1832
Type of Manuscript:  PAPER
Category: Data Engineering, Web Information Systems
Keyword: 
social media analytics, depression detection, machine learning (ML), support vector machine (SVM), naive Bayes, decision tree, feature selection, 
 Summary | Full Text:PDF(646.7KB)
Social Behavior Analysis and Thai Mental Health Questionnaire (TMHQ) Optimization for Depression Detection System
Konlakorn WONGAPTIKASEREE Panida YOMABOOT Kantinee KATCHAPAKIRIN Yongyos KAEWPITAKKUN 
Publication:   
Publication Date: 2020/04/01
Vol. E103-D  No. 4 ; pp. 771-778
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Information and Communication Technology and its Applications to Creative Activity Support)
Category: 
Keyword: 
depression detection, psychological inventory, social behavior analysis, TMHQ, 
 Summary | Full Text:PDF(1.7MB)