Cathy Hou

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 8

Top Topics

Learning Models

Exploration Exploitation

Training Examples

Web Data Extraction

Top Venues

Appl. Clin. Inform.

CHI Extended Abstracts

Publications

Peter Washington, Cezmi Mutlu, Aaron Kline, Cathy Hou, Kaitlyn Dunlap, Jack Kent, Arman Husic, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Jae-Yoon Jung, Dennis P. Wall
An Exploration of Active Learning for Affective Digital Phenotyping. CoRR (2022)
Nathan A. Chi, Peter Washington, Aaron Kline, Arman Husic, Cathy Hou, Chloe He, Kaitlyn Dunlap, Dennis Wall
Classifying Autism from Crowdsourced Semi-Structured Speech Recordings: A Machine Learning Approach. CoRR (2022)
Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CHI Extended Abstracts (2021)
Peter Washington, Aaron Kline, Onur Cezmi Mutlu, Émilie Leblanc, Cathy Hou, Nate Tyler Stockham, Kelley M. Paskov, Brianna Sierra Chrisman, Dennis P. Wall
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging. CoRR (2021)
Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Emilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley Marie Paskov, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels. Cogn. Comput. 13 (5) (2021)
Peter Washington, Onur Cezmi Mutlu, Émilie Leblanc, Aaron Kline, Cathy Hou, Brianna Sierra Chrisman, Nate Tyler Stockham, Kelley M. Paskov, Catalin Voss, Nick Haber, Dennis P. Wall
Using Crowdsourcing to Train Facial Emotion Machine Learning Models with Ambiguous Labels. CoRR (2021)
Yordan Penev, Kaitlyn Dunlap, Arman Husic, Cathy Hou, Peter Washington, Emilie Leblanc, Aaron Kline, John Kent, Anthony Ng-Thow-Hing, Bennett Liu, Christopher Harjadi, Meagan Tsou, Manisha Desai, Dennis P. Wall
A Mobile Game Platform for Improving Social Communication in Children with Autism: A Feasibility Study. Appl. Clin. Inform. 12 (5) (2021)
Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Émilie Leblanc, Cathy Hou, Cezmi Mutlu, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Nate Tyler Stockham, Brianna Sierra Chrisman, Kelley M. Paskov, Min Woo Sun, Jae-Yoon Jung, Catalin Voss, Nick Haber, Dennis P. Wall
Training an Emotion Detection Classifier using Frames from a Mobile Therapeutic Game for Children with Developmental Disorders. CoRR (2020)