CB
Carla E. Brodley
cs.AIcs.CYastro-ph.IMcs.LGMachine LearningAlgorithmsArtificial Intelligenceastro-ph.EPConfounding factorConfounding Factors, Epidemiologic
On Valency
published · living versionsW_ussxyjux·v1 · currentpublished
Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars
with Umaa Rebbapragada, Pavlos Protopapas, Charles Alcock
1 version
Preprints & journals
20 papers in the corpus · 2001–2026A Tool to Map AI Programs in the U.S.: A Snapshot from April 2026 and an Analysis of Requirements for AI Majors and Minors2606.12428v2 · Felix Muzny, Carolyn Jones, Carter Ithier et al.2026 · 0 citationsarXiv
Artificial Intelligence Index Report 20262606.15708v3 · Sha Sajadieh, Loredana Fattorini, Raymond Perrault et al.2026 · 1 citationarXiv
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals2407.14561v4 · Jaden Fiotto-Kaufman, Alexander R. Loftus, Eric Todd et al.2024 · 4 citationsarXiv
An Analysis of the Math Requirements of 199 CS BS/BA Degrees at 158 U.S. Universities2404.15177v1 · Carla E. Brodley, McKenna Quam, Mark A. Weiss2024 · 8 citationsarXiv
Visualizing Progress in Broadening Participation in Computing: The Value of Context2403.14708v1 · Valerie Barr, Carla E. Brodley, Manuel A. P'erez-Quinones2024 · 8 citationsarXiv
GOTO Rankings Considered Helpful1807.00071v2 · Emery Berger, Stephen M. Blackburn, Carla Brodley et al.2018 · 7 citationsarXiv
Exploration of machine learning techniques in predicting multiple sclerosis disease course.28379999 · Zhao, Yijun, Healy, Brian C, Rotstein, Dalia et al.2017 · 178 citationsPloS one. 2017;12(4):e0174866
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy1608.00148v1 · Bilal Ahmed, Thomas Thesen, Karen E. Blackmon et al.2016 · 5 citationsarXiv
Removing confounding factors via constraint-based clustering: An application to finding homogeneous groups of multiple sclerosis patients.26253753 · Liu, Jingjing, Brodley, Carla E, Healy, Brian C et al.2016 · 15 citationsArtificial intelligence in medicine. 2015;65(2):79-88
Cortical feature analysis and machine learning improves detection of "MRI-negative" focal cortical dysplasia.26037845 · Ahmed, Bilal, Brodley, Carla E, Blackmon, Karen E et al.2016 · 95 citationsEpilepsy & behavior : E&B. 2015;48:21-8
Clinical vestibular testing assessed with machine-learning algorithms.25611969 · Priesol, Adrian J, Cao, Mengfei, Brodley, Carla E et al.2015 · 24 citationsJAMA otolaryngology-- head & neck surgery. 2015;141(4):364-72
Toward modernizing the systematic review pipeline in genetics: efficient updating via data mining.22481134 · Wallace, Byron C, Small, Kevin, Brodley, Carla E et al.2013 · 62 citationsGenetics in medicine : official journal of the American College of Medical Genetics. 2012;14(7):663-9
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection.22639542 · Noto, Keith, Brodley, Carla, Slonim, Donna2025 · 79 citationsData mining and knowledge discovery. 2012;25(1):109-133
Single cell time-resolved quorum responses reveal dependence on cell density and configuration.21527637 · Whitaker, Ragnhild D, Pember, Steven, Wallace, Byron C et al.2011 · 11 citationsThe Journal of biological chemistry. 2011;286(24):21623-32
Semi-automated screening of biomedical citations for systematic reviews.20102628 · Wallace, Byron C, Trikalinos, Thomas A, Lau, Joseph et al.2010 · 351 citationsBMC bioinformatics. 2010;11:55
Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars0905.3428v1 · Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley et al.2009 · 156 citationsMachine Learning 74:281,2009on Valency
Event Discovery in Time Series0901.3329v1 · Dan Preston, Pavlos Protopapas, Carla Brodley2009 · 25 citationsarXiv
Computing: report leaps geographical barriers but stumbles over gender.16672951 · Pollack, Martha E, Hambrusch, Susanne E, Ellis, Carla Schlatter et al.2006 · 2 citationsNature. 2006;441(7089):25
Automated storage and retrieval of thin-section CT images to assist diagnosis: system description and preliminary assessment.12832587 · Aisen, Alex M, Broderick, Lynn S, Winer-Muram, Helen et al.2003 · 169 citationsRadiology. 2003;228(1):265-70
Focusing attention on objects of interest using multiple matched filters.18249631 · Stough, T M, Brodley, C E2010 · 13 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2001;10(3):419-26
Career total: 191 works. 20 are in this corpus.
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