Abstract | ||
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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 |
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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 Gibson | 1 | 13 | 4.94 |
David Atkins | 2 | 55 | 12.28 |
Torrey A. Creed | 3 | 0 | 0.34 |
Zac E Imel | 4 | 13 | 5.53 |
Georgiou Panayiotis | 5 | 428 | 55.79 |
Narayanan Shrikanth | 6 | 5558 | 439.23 |