Predicting Depression from Smartphone Behavioral Markers Using Machine Learning Methods, Hyper-parameter Optimization, and Feature Importance Analysis: An Exploratory Study (Preprint)

JMIR mhealth and uhealth ◽

10.2196/26540 ◽

2020 ◽

Author(s):

Kennedy Opoku Asare ◽

Yannik Terhorst ◽

Julio Vega ◽

Ella Peltonen ◽

Eemil Lagerspetz ◽

...

Keyword(s):

Machine Learning ◽

Parameter Optimization ◽

Exploratory Study ◽

Learning Methods ◽

Machine Learning Methods ◽

Feature Importance ◽

Importance Analysis ◽

Behavioral Markers

Diagnosis of Dementia by Machine learning methods in Epidemiological studies: a pilot exploratory study from south India

Social Psychiatry and Psychiatric Epidemiology ◽

10.1007/s00127-017-1410-0 ◽

2017 ◽

Vol 53 (1) ◽

pp. 77-86 ◽

Cited By ~ 13

Author(s):

Sheshadri Iyengar Raghavan Bhagyashree ◽

Kiran Nagaraj ◽

Martin Prince ◽

Caroline H. D. Fall ◽

Murali Krishna

Keyword(s):

Machine Learning ◽

Exploratory Study ◽

South India ◽

Epidemiological Studies ◽

Learning Methods ◽

Machine Learning Methods ◽

Diagnosis Of Dementia

Hyper Parameter Optimization using Genetic Algorithm on Machine Learning Methods for Online News Popularity Prediction

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2018.091238 ◽

2018 ◽

Vol 9 (12) ◽

Cited By ~ 2

Author(s):

Ananto Setyo Wicaksono ◽

Ahmad Afif

Keyword(s):

Machine Learning ◽

Genetic Algorithm ◽

Parameter Optimization ◽

Online News ◽

Learning Methods ◽

Machine Learning Methods ◽

Popularity Prediction

Advanced Interpretable Machine Learning Methods for Clinical NGS Big Data of Complex Hereditary Diseases

10.3389/978-2-88966-274-6 ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Big Data ◽

Hereditary Diseases ◽

Learning Methods ◽

Machine Learning Methods ◽

Interpretable Machine Learning

Application of machine learning methods for automatic interpretation of open hole logging data

Neftyanoe khozyaystvo - Oil Industry ◽

10.24887/0028-2448-2020-11-44-47 ◽

2020 ◽

pp. 44-47

Author(s):

M.A. Basyrov ◽

◽

A.V. Akinshin ◽

I.R. Makhmutov ◽

Yu.D. Kantemirov ◽

...

Keyword(s):

Machine Learning ◽

Learning Methods ◽

Machine Learning Methods ◽

Automatic Interpretation ◽

Open Hole

TESTING PREDICTION ACCURACY OF HDU ADMISSION FOLLOWING HIGH GRADE SEROUS ADVANCED OVARIAN CANCER CYTOREDUCTIVE SURGERY USING MACHINE LEARNING METHODS.

10.26226/morressier.5fa3ee5d55b1fd4cc4dd93d7 ◽

2020 ◽

Author(s):

Alexandros Laios ◽

Angelika Kaufmann ◽

Mohamed Otify ◽

Diederick De Jong ◽

Tim Broadhead ◽

...

Keyword(s):

Machine Learning ◽

Ovarian Cancer ◽

Cytoreductive Surgery ◽

Prediction Accuracy ◽

Advanced Ovarian Cancer ◽

High Grade ◽

Learning Methods ◽

Machine Learning Methods

Evolution of Machine Learning Methods for Memography Classification

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v6i3.499502 ◽

2018 ◽

Vol 6 (3) ◽

pp. 499-502

Author(s):

R. Swathi ◽

◽

R. Seshadri ◽

Keyword(s):

Machine Learning ◽

Learning Methods ◽

Machine Learning Methods

FORECASTING THREATS AND CHOOSING THE OPTIMAL STRATEGY FOR ENSURING ECONOMIC SECURITY USING MACHINE LEARNING METHODS

Scientific Review Series 1 Economics and Law ◽

10.26653/2076-4650-2019-6-09 ◽

2019 ◽

pp. 115-123

Author(s):

Evgeniy A. Voronin ◽

◽

Igor V. Yushin ◽

Keyword(s):

Machine Learning ◽

Optimal Strategy ◽

Economic Security ◽

Learning Methods ◽

Machine Learning Methods

A Generalized Approach to Soil Strength Prediction With Machine Learning Methods

10.21236/ada464726 ◽

2006 ◽

Author(s):

Peter M. Semen

Keyword(s):

Machine Learning ◽

Soil Strength ◽

Strength Prediction ◽

Learning Methods ◽

Machine Learning Methods

Machine Learning Methods for Financial Forecasting: Application to the S&P 500

SSRN Electronic Journal ◽

10.2139/ssrn.2554146 ◽

2006 ◽

Cited By ~ 1

Author(s):

Babak Mahdavi Damghani

Keyword(s):

Machine Learning ◽

Financial Forecasting ◽

Learning Methods ◽

Machine Learning Methods

Can Machine-Learning Methods Predict the Outcome of an NBA Game?

SSRN Electronic Journal ◽

10.2139/ssrn.3208101 ◽

2018 ◽

Cited By ~ 1

Author(s):

Nachi Lieder

Keyword(s):

Machine Learning ◽

Learning Methods ◽

Machine Learning Methods