Title
Multi-Label Multi-Task Deep Learning for Behavioral Coding
Abstract
We propose a methodology for estimating human behaviors in psychotherapy sessions using multi-label and multi-task learning paradigms. We discuss the problem of behavioral coding in which data of human interactions are annotated with labels to describe relevant human behaviors of interest. We describe two related, yet distinct, corpora consisting of therapist-client interactions in psychotherapy s...
Year
DOI
Venue
2022
10.1109/TAFFC.2019.2952113
IEEE Transactions on Affective Computing
Keywords
DocType
Volume
Encoding,Medical treatment,Task analysis,Machine learning,Psychiatry,Neural networks,Indexes
Journal
13
Issue
ISSN
Citations 
1
1949-3045
0
PageRank 
References 
Authors
0.34
0
6
Name
Order
Citations
PageRank
James Gibson1134.94
David Atkins25512.28
Torrey A. Creed300.34
Zac E Imel4135.53
Georgiou Panayiotis542855.79
Narayanan Shrikanth65558439.23