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Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder

Stichwort:

multi-task learning, sequential modeling, multivariate time series, self-attention, and digital health

Schöpfer:

Shrestha, Avantika

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-03-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Complex Sequential Modeling

Stichwort:

recurrent neural network, human behavior learning, and sequential modeling

Schöpfer:

Wu, Guojun

Advisor:

Li, Yanhua and Zhang, Ziming

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2021-11-29

Resource Type:

Dissertation

Degree:

PhD