Detecting Depression Using an Ensemble Logistic Regression Model Based on Multiple Speech Features

Investigation of different speech types and emotions for detecting depression using different classifiers

(2017) Haihua Jiang et al.   SPEECH COMMUNICATION

Body orientation estimation with the ensemble of logistic regression classifiers

(2016) Ali Sebti et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A review of depression and suicide risk assessment using speech analysis

(2015) Nicholas Cummins et al.   SPEECH COMMUNICATION

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

(2015) Hong Wang et al.   PLoS One

Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system

(2014) Kuan Ee Brian Ooi et al.   Biomedical Signal Processing and Control

Single-Trial EEG Classification Using Logistic Regression Based on Ensemble Synchronization

(2014) Pradeep D. Prasad et al.   IEEE Journal of Biomedical and Health Informatics

Risk factors for suicide in individuals with depression: A systematic review

(2013) Keith Hawton et al.   JOURNAL OF AFFECTIVE DISORDERS

Multinomial Logistic Regression Ensembles

(2013) Kyewon Lee et al.   Journal of Biopharmaceutical Statistics

Multimodal assistive technologies for depression diagnosis and monitoring

(2013) Jyoti Joshi et al.   Journal on Multimodal User Interfaces

Multichannel Weighted Speech Classification System for Prediction of Major Depression in Adolescents

(2012) Kuan Ee Brian Ooi et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Locally linear embedding: a survey

(2011) Jing Chen et al.   ARTIFICIAL INTELLIGENCE REVIEW

Detection of Clinical Depression in Adolescents’ Speech During Family Interactions

(2010) Lu-Shih Alex Low et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Classification of High-Dimensional Data with Ensemble of Logistic Regression Models

(2010) Noha Lim et al.   Journal of Biopharmaceutical Statistics

TKK Aparat: An environment for voice inverse filtering and parameterization

(2008) Matti Airas   Logopedics Phoniatrics Vocology

Critical Analysis of the Impact of Glottal Features in the Classification of Clinical Depression in Speech

(2007) E. Moore et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING