Derek Cole Aguiar
Associate Professor/Computing

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Scholarly Contributions

60 Scholarly Contributions

20
Journal Articles
16
Conference Proceedings
13
Poster/Presentations
6
Other Scholarly Works
3
Teaching Materialss
2
Book Chapters
Differentially methylated regions and methylation QTLs for teen depression and early puberty in the Fragile Families Child Wellbeing Study
2021
others, Jordana Bell, Archit Verma, Vito, Roberta De, Lisa M Schneper, Isabella N Grabski, Daniel A Notterman, Colter Mitchell, Derek Aguiar, Sara McLanahan, Juan Castillo Fernandez
Research Type: Journal Article

Bayesian Networks and Nonparametric Haplotype Clustering
2021
Derek C Aguiar
Research Type: Poster/Presentation

Life after Grad School
2021
Derek C Aguiar
Research Type: Poster/Presentation

An Interdisciplinary Tour of Machine Learning in Biology, Law, and More.
2021
Derek C Aguiar
Research Type: Poster/Presentation

Preparing Students for a Data-Centric Computer Science Curriculum
2021
Derek C Aguiar
Research Type: Poster/Presentation

Bayesian nonparametric modelling and scalable inference in genomics and transcriptomics data.
2021
Derek C Aguiar
Research Type: Poster/Presentation

Evaluating molecular fingerprint-based models of drug side effects against a statistical control
2022
Mark Gosink, Berk A Alpay, Derek Aguiar
Research Type: Journal Article

AtheroSpectrum Reveals Novel Macrophage Foam Cell gene Signatures Associated with Atherosclerotic Cardiovascular Disease Risk
2022
Stephen S Rich, Ani W Manichaikul, Alyssa J Matz$^*$, others, Yongmei Liu, Derek Aguiar, Patrick A Murphy, David M Herrington, David Vu, Chuan Li$^*$, Lili Qu$^*$
Research Type: Journal Article

Drug side effect prediction models benefit only marginally from chemical fingerprints
2022
Berk Alpay, Mark Gosink, Derek C Aguiar
Research Type: Journal Article

An Update on our SMARTAI Education Module.
2022
Derek C Aguiar
Research Type: Poster/Presentation

Artificial Intelligence in Law
2022
Derek C Aguiar
Research Type: Poster/Presentation

Machine Learning, Genomics, Transcriptomics, Bash and R Tutorial
2022
Derek C Aguiar
Research Type: Poster/Presentation

Bayesian machine learning and the isoform reconstruction problem
2022
Derek C Aguiar
Research Type: Poster/Presentation

Auto-Encoding Goodness of Fit
2023
Zhiyi Chi, Jinbo Bi, Aaron Palmer, Derek Cole Aguiar
Research Type: Conference Proceedings

Deep statistical modelling of nanopore sequencing translocation times reveals latent non-B DNA structures
2023
Venkata Patchigolla, Patrick GS Grady, Zhiyi Chi, Aaron Palmer, Jinbo Bi, Rachel J O'Neill, Marjan Hosseini, William Manka, Derek C Aguiar
Research Type: Conference Proceedings

Interpretable fake news detection with topic and deep variational models
2023
Alireza Javadian Sabet, Suining He, Marjan Hosseini, Derek Aguiar
Research Type: Journal Article

Trends and Barriers of Medication Treatment for Opioid Use Disorders: A Systematic Review and Meta-Analysis.
2023
N. Rickles, Derek C Aguiar, O. Harel, M. Hutchison, X. S. Cong, A. Leander, B. S. Russell, A. V. Hernandez
Research Type: Journal Article

Smooth and Stepwise Self-Distillation for Object Detection
2023
Derek Aguiar, Hao Tian, Zhihong Pan, Xin Zhou, Jieren Deng
Research Type: Journal Article

A globally optimal algorithm for computing maximum likelihood haplotype phasings: expo-posynomial optimization by graph homomorphism
2023
Douglas McErlean$^*$, Sorin Istrail, Derek Aguiar$^*$
Research Type: Other Scholarly Work

Haplotype Assembly and Phasing Unification
2023
Derek Aguiar, Marjan Hosseini
Research Type: Other Scholarly Work