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ORCIDPeter Washington 0001
Peter Y. Washington – Peter Yigitcan Washington
Person information
- affiliation: University of Hawai'i at Manoa, HI, USA
- affiliation (former): Stanford University, Department of Bioengineering, Palo Alto, CA, USA
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2020 – today
- 2024
[i25]Yang Qian, Yinan Sun, Ali Kargarandehkordi, Onur Cezmi Mutlu, Saimourya Surabhi, Pingyi Chen, Zain Jabbar, Dennis Paul Wall, Peter Washington:
TikTokActions: A TikTok-Derived Video Dataset for Human Action Recognition. CoRR abs/2402.08875 (2024)- [i24]Md Rahat Shahriar Zawad, Peter Washington:
Evaluating Fair Feature Selection in Machine Learning for Healthcare. CoRR abs/2403.19165 (2024) - 2023
- [c17]Kaiying Lin, Peter Washington:
The categorization of intransitive verbs in Mandarin: Evidence from word2vec modeling and behavioral experiment. CogSci 2023 - [c16]Sunmin Eom
, Sunwoo Eom, Peter Washington:
SIM-CNN: Self-supervised Individualized Multimodal Learning for Stress Prediction on Nurses Using Biosignals. ML4MHD 2023: 155-171 - [c15]Amila Indika, Peter Y. Washington, Anthony Peruma:
Performance Comparison of Binary Machine Learning Classifiers in Identifying Code Comment Types: An Exploratory Study. NLBSE@ICSE 2023: 20-23 - [i23]Amila Indika, Peter Y. Washington, Anthony Peruma:
Performance Comparison of Binary Machine Learning Classifiers in Identifying Code Comment Types: An Exploratory Study. CoRR abs/2303.01035 (2023) - [i22]Peter Washington, Dennis P. Wall:
A Review of and Roadmap for Data Science and Machine Learning for the Neuropsychiatric Phenotype of Autism. CoRR abs/2303.03577 (2023) - [i21]Peter Washington:
Crowdsourcing in Precision Healthcare: Short Review. CoRR abs/2303.03578 (2023) - [i20]Yang Qian, Ali Kargarandehkordi, Onur Cezmi Mutlu, Saimourya Surabhi, Mohammadmahdi Honarmand, Dennis Paul Wall, Peter Washington:
Computer Vision Estimation of Emotion Reaction Intensity in the Wild. CoRR abs/2303.10741 (2023) - [i19]Tanvir Islam, Peter Washington:
Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data. CoRR abs/2307.03337 (2023) - [i18]Peranut Nimitsurachat, Peter Washington:
Self-Supervised Learning for Audio-Based Emotion Recognition. CoRR abs/2307.12343 (2023) - [i17]Tanvir Islam, Peter Washington:
Personalization of Stress Mobile Sensing using Self-Supervised Learning. CoRR abs/2308.02731 (2023) - [i16]Alex Fan, Xingshuo Xiao, Peter Washington:
Addressing Racial Bias in Facial Emotion Recognition. CoRR abs/2308.04674 (2023) - [i15]Joe Li, Peter Washington:
A Comparison of Personalized and Generalized Approaches to Emotion Recognition Using Consumer Wearable Devices: Machine Learning Study. CoRR abs/2308.14245 (2023) - [i14]Kaiying Lin, Peter Washington:
An Exploration of Multimodality and Data Augmentation for Dementia Classification. CoRR abs/2311.02819 (2023) - [i13]Ali Kargarandehkordi, Matti Kaisti, Peter Washington:
Personalization of Affective Models to Enable Neuropsychiatric Digital Precision Health Interventions: A Feasibility Study. CoRR abs/2311.12812 (2023) - 2022
- [c14]Saimourya Surabhi, Bhavik Shah, Peter Washington, Onur Cezmi Mutlu, Émilie Leblanc, Prathamesh Mohite, Arman Husic, Aaron Kline, Kaitlyn Dunlap, Maya McNealis, Bennett Liu, Nick Deveaux, Essam Sleiman, Dennis P. Wall:
TikTok for good: Creating a diverse emotion expression database. CVPR Workshops 2022: 2495-2505 - [i12]Nathan A. Chi, Peter Washington, Aaron Kline, Arman Husic, Cathy Hou, Chloe He, Kaitlyn Dunlap, Dennis P. Wall:
Classifying Autism from Crowdsourced Semi-Structured Speech Recordings: A Machine Learning Approach. CoRR abs/2201.00927 (2022) - [i11]Peter Washington, Onur Cezmi Mutlu, Aaron Kline, Kelley M. Paskov, Nate Tyler Stockham, Brianna Sierra Chrisman, Nick Deveaux, Mourya Surhabi, Nick Haber, Dennis P. Wall:
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images. CoRR abs/2201.11197 (2022) - [i10]Peter Washington, Aayush Nandkeolyar, Sam Yang:
MLPro: A System for Hosting Crowdsourced Machine Learning Challenges for Open-Ended Research Problems. CoRR abs/2204.01216 (2022) - [i9]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 abs/2204.01915 (2022) - 2021
- [j15]Yordan Penev, Kaitlyn Dunlap, Arman Husic, Cathy Hou, Peter Washington, Émilie 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): 1030-1040 (2021) - [j14]Brianna Sierra Chrisman, Kelley M. Paskov, Nate Tyler Stockham, Kevin Tabatabaei, Jae-Yoon Jung, Peter Washington, Maya Varma, Min Woo Sun, Sepideh Maleki, Dennis P. Wall:
Indels in SARS-CoV-2 occur at template-switching hotspots. BioData Min. 14(1): 20 (2021) - [j13]Kelley M. Paskov, Jae-Yoon Jung, Brianna Sierra Chrisman, Nate Tyler Stockham, Peter Washington, Maya Varma, Min Woo Sun, Dennis P. Wall:
Estimating sequencing error rates using families. BioData Min. 14(1): 27 (2021) - [j12]Maya Varma, Kelley M. Paskov, Brianna Sierra Chrisman, Min Woo Sun, Jae-Yoon Jung, Nate Tyler Stockham, Peter Washington, Dennis P. Wall:
A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism. BioData Min. 14(1) (2021) - [j11]Brianna Sierra Chrisman, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Maya Varma, Peter Washington, Christine A. Tataru, Shoko Iwai, Todd Z. DeSantis, Maude M. David, Dennis P. Wall:
Improved detection of disease-associated gut microbes using 16S sequence-based biomarkers. BMC Bioinform. 22(1): 509 (2021) - [j10]Peter Washington, Haik Kalantarian, Jack Kent, Arman Husic, Aaron Kline, Émilie 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): 1363-1373 (2021) - [c13]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: 239:1-239:7 - [c12]Peter Washington, Émilie Leblanc, Kaitlyn Dunlap, Yordan Penev, Maya Varma, Jae-Yoon Jung, Brianna Sierra Chrisman, Min Woo Sun, Nate Tyler Stockham, Kelley Marie Paskov, Haik Kalantarian, Catalin Voss, Nick Haber, Dennis P. Wall:
Selection of trustworthy crowd workers for telemedical diagnosis of pediatric autism spectrum disorder. PSB 2021 - [c11]Peter Washington, Serena Yeung, Bethany Percha, Nicholas P. Tatonetti, Jan T. Liphardt, Dennis P. Wall:
Achieving Trustworthy Biomedical Data Solutions. PSB 2021 - [i8]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 abs/2101.03477 (2021) - [i7]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 abs/2101.03478 (2021) - [i6]Anish Lakkapragada, Peter Washington, Dennis P. Wall:
Activity Recognition for Autism Diagnosis. CoRR abs/2108.07917 (2021) - [i5]Agnik Banerjee, Peter Washington, Cezmi Mutlu, Aaron Kline, Dennis P. Wall:
Training and Profiling a Pediatric Emotion Recognition Classifier on Mobile Devices. CoRR abs/2108.11754 (2021) - 2020
- [j9]Min Woo Sun, Stefano Moretti, Kelley M. Paskov, Nate Tyler Stockham, Maya Varma, Brianna Sierra Chrisman, Peter Yigitcan Washington, Jae-Yoon Jung, Dennis P. Wall:
Game theoretic centrality: a novel approach to prioritize disease candidate genes by combining biological networks with the Shapley value. BMC Bioinform. 21(1): 356 (2020) - [j8]Haik Kalantarian, Khaled Jedoui, Peter Washington, Dennis P. Wall:
A Mobile Game for Automatic Emotion-Labeling of Images. IEEE Trans. Games 12(2): 213-218 (2020) - [c10]Peter Washington, Kelley Marie Paskov, Haik Kalantarian, Nate Tyler Stockham, Catalin Voss, Aaron Kline, Ritik Patnaik, Brianna Sierra Chrisman, Maya Varma, Qandeel Tariq, Kaitlyn Dunlap, Jessey N. Schwartz, Nick Haber, Dennis P. Wall:
Feature Selection and Dimension Reduction of Social Autism Data. PSB 2020: 707-718 - [i4]Catalin Voss, Nick Haber, Peter Washington, Aaron Kline, Beth McCarthy, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall:
Designing a Holistic At-Home Learning Aid for Autism. CoRR abs/2002.04263 (2020) - [i3]Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall:
Superpower Glass: Delivering Unobtrusive Real-time Social Cues in Wearable Systems. CoRR abs/2002.06581 (2020) - [i2]Nick Haber, Catalin Voss, Jena Daniels, Peter Washington, Azar Fazel, Aaron Kline, Titas De, Terry Winograd, Carl Feinstein, Dennis P. Wall:
A Wearable Social Interaction Aid for Children with Autism. CoRR abs/2004.14281 (2020) - [i1]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 abs/2012.08678 (2020)
2010 – 2019
- 2019
- [j7]Haik Kalantarian, Khaled Jedoui, Peter Washington, Qandeel Tariq, Kaiti Dunlap, Jessey N. Schwartz, Dennis P. Wall:
Labeling images with facial emotion and the potential for pediatric healthcare. Artif. Intell. Medicine 98: 77-86 (2019) - [j6]Haik Kalantarian, Peter Washington, Jessey N. Schwartz, Jena Daniels, Nick Haber, Dennis P. Wall:
Guess What? J. Heal. Informatics Res. 3(1): 43-66 (2019) - [j5]Aaron Kline, Catalin Voss, Peter Washington, Nick Haber, Jessey N. Schwartz, Qandeel Tariq, Terry Winograd, Carl Feinstein, Dennis P. Wall:
Superpower Glass. GetMobile Mob. Comput. Commun. 23(2): 35-38 (2019) - [c9]Maya Varma, Kelley Marie Paskov, Jae-Yoon Jung, Brianna Sierra Chrisman, Nate Tyler Stockham, Peter Yigitcan Washington, Dennis Paul Wall:
Outgroup Machine Learning Approach Identifies Single Nucleotide Variants in Noncoding DNA Associated with Autism Spectrum Disorder. PSB 2019: 260-271 - 2018
- [j4]Jena Daniels, Nick Haber, Catalin Voss, Jessey N. Schwartz, Serena Tamura, Azar Fazel, Aaron Kline, Peter Washington, Jennifer Phillips, Terry Winograd, Carl Feinstein, Dennis P. Wall:
Feasibility Testing of a Wearable Behavioral Aid for Social Learning in Children with Autism. Appl. Clin. Inform. 09(01): 129-140 (2018) - [j3]Jena Daniels, Jessey N. Schwartz, Catalin Voss, Nick Haber, Azar Fazel, Aaron Kline, Peter Washington, Carl Feinstein, Terry Winograd, Dennis P. Wall:
Exploratory study examining the at-home feasibility of a wearable tool for social-affective learning in children with autism. npj Digit. Medicine 1 (2018) - [c8]Brianna Sierra Chrisman, Maya Varma, Peter Washington, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall:
Analysis of Sex and Recurrence Ratios in Simplex and Multiplex Autism Spectrum Disorder Implicates Sex-Specific Alleles as Inheritance Mechanism. BIBM 2018: 1470-1477 - [c7]Peter Washington, Karina G. Samuel-Gama, Shirish Goyal, Ashwin Ramaswami, Ingmar H. Riedel-Kruse:
Prototyping Biotic Games and Interactive Experiments with JavaScript. CHI Extended Abstracts 2018 - [c6]Haik Kalantarian, Peter Washington, Jessey N. Schwartz, Jena Daniels, Nick Haber, Dennis P. Wall:
A Gamified Mobile System for Crowdsourcing Video for Autism Research. ICHI 2018: 350-352 - [c5]Yasmin B. Kafai, Mike S. Horn, Joshua A. Danish, Megan Humburg, Xintian Tu, Bria Davis, Chris Georgen, Noel Enyedy, Paulo Blikstein, Tamara L. Clegg, Virginia L. Byrne, Leyla Norooz, Seokbin Kang, Jon Froehlich, Justice Toshiba Walker, Debora Lui, Emma Anderson, Engin Bumbacher, Peter Washington, Ingmar H. Riedel-Kruse:
Affordances of Digital, Textile and Living Media for Designing and Learning Biology in K-12 Education. ICLS 2018 - 2017
- [j2]Peter Washington, Catalin Voss, Aaron Kline, Nick Haber, Jena Daniels, Azar Fazel, Titas De, Carl Feinstein, Terry Winograd, Dennis P. Wall:
SuperpowerGlass: A Wearable Aid for the At-Home Therapy of Children with Autism. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 112:1-112:22 (2017) - [c4]Griffin Dietz, Jane L. E, Peter Washington, Lawrence H. Kim, Sean Follmer:
Human Perception of Swarm Robot Motion. CHI Extended Abstracts 2017: 2520-2527 - 2016
- [c3]Peter Washington, Catalin Voss, Nick Haber, Serena Tanaka, Jena Daniels, Carl Feinstein, Terry Winograd, Dennis P. Wall:
A Wearable Social Interaction Aid for Children with Autism. CHI Extended Abstracts 2016: 2348-2354 - [c2]Catalin Voss, Peter Washington, Nick Haber, Aaron Kline, Jena Daniels, Azar Fazel, Titas De, Beth McCarthy, Carl Feinstein, Terry Winograd, Dennis P. Wall:
Superpower glass: delivering unobtrusive real-time social cues in wearable systems. UbiComp Adjunct 2016: 1218-1226 - 2015
- [c1]Peter Washington, Mayank Kumar, Anant Tibrewal, Ashutosh Sabharwal:
ScaleMed: A methodology for iterative mHealth clinical trials. HealthCom 2015: 139-143 - 2013
- [j1]Ardalan Amiri Sani, Zhiyong Tan, Peter Washington, Mira Chen, Sharad Agarwal, Lin Zhong, Ming Zhang:
The wireless data drain of users, apps, & platforms. ACM SIGMOBILE Mob. Comput. Commun. Rev. 17(4): 15-28 (2013)
Coauthor Index
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