Kelley M. Paskov

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 17

Top Topics

Thematic Mapper

Active Learning

Coalitional Game Theory

Top Venues

Database J. Biol. Databases Curation

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)
Peter Washington, Onur Cezmi Mutlu, Aaron Kline, Kelley M. Paskov, Nate Tyler Stockham, Brianna Sierra Chrisman, Nick Deveau, Mourya Surhabi, Nick Haber, Dennis P. Wall
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images. 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)
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) (2021)
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) (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)
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) (2021)
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)
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) (2020)
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)
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)
Anika Gupta, Min Woo Sun, Kelley M. Paskov, Nate Tyler Stockham, Jae-Yoon Jung, Dennis P. Wall
Coalitional game theory as a promising approach to identify candidate autism genes. PSB (2018)
Sage T. Hellerstedt, Robert S. Nash, Shuai Weng, Kelley M. Paskov, Edith D. Wong, Kalpana Karra, Stacia R. Engel, J. Michael Cherry
Curated protein information in the Saccharomyces genome database. Database J. Biol. Databases Curation 2017 (2017)
Giltae Song, Rama Balakrishnan, Gail Binkley, Maria C. Costanzo, Kyla S. Dalusag, Janos Demeter, Stacia R. Engel, Sage T. Hellerstedt, Kalpana Karra, Benjamin C. Hitz, Robert S. Nash, Kelley M. Paskov, Travis K. Sheppard, Marek S. Skrzypek, Shuai Weng, Edith D. Wong, J. Michael Cherry
genome database. Database J. Biol. Databases Curation 2016 (2016)
Stacia R. Engel, Shuai Weng, Gail Binkley, Kelley M. Paskov, Giltae Song, J. Michael Cherry
reference genome panel. Database J. Biol. Databases Curation 2016 (2016)
Travis K. Sheppard, Benjamin C. Hitz, Stacia R. Engel, Giltae Song, Rama Balakrishnan, Gail Binkley, Maria C. Costanzo, Kyla S. Dalusag, Janos Demeter, Sage T. Hellerstedt, Kalpana Karra, Robert S. Nash, Kelley M. Paskov, Marek S. Skrzypek, Shuai Weng, Edith D. Wong, J. Michael Cherry
Genome Database Variant Viewer. Nucleic Acids Res. 44 (Database-Issue) (2016)
Maria C. Costanzo, Stacia R. Engel, Edith D. Wong, Paul Lloyd, Kalpana Karra, Esther T. Chan, Shuai Weng, Kelley M. Paskov, Greg R. Roe, Gail Binkley, Benjamin C. Hitz, J. Michael Cherry
genome database provides new regulation data. Nucleic Acids Res. 42 (Database-Issue) (2014)