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
Combinatorial and statistical prediction of gene expression from haplotype sequence
2020
Derek Cole Aguiar, Pinar Demetci, Berk A Alpay, Sorin Istrail
Research Type: Conference Proceedings

Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness
2025
Jinbo Bi, Derek Aguiar, Xin Zhou, Aaron Palmer, Jieren Deng, Yuan Hong, Hanbin Hong, Kaleel Mahmood
Research Type: Conference Proceedings

Case-level Prediction of Motion Outcomes in Civil Litigation
2021
Devin J McConnell, Derek C Aguiar, James Zhu, Sachin S Pandya
Research Type: Conference Proceedings

CYRENE cis-Regulatory Genome Browser
2012
Ryan Tarpine, Sorin Istrail, Derek Aguiar
Research Type: Teaching Materials

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

Bayesian nonparametric discovery of isoforms and individual specific quantification
2018
Derek Aguiar, Fantine Mordelet, Li-Fang Cheng, Bianca Dumitrascu, Athma Pai, Barbara Engelhardt
Research Type: Journal Article

Bayesian machine learning in large models with applications in genomics
2020
Derek C Aguiar
Research Type: Poster/Presentation

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

Bayesian Reconstruction and Differential Testing of Excised Introns
2025
Marjan Hosseini, Devin McConnell, Derek Cole Aguiar
Research Type: Journal Article

Bayesian Nonparametric Modelling and Scalable Inference In Large-Scale Genomics Data
2020
Derek C Aguiar
Research Type: Poster/Presentation

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

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek C Aguiar, Diego Cerrai, Emmanouil N Anagnostou, David Wanik
Research Type: Conference Proceedings

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

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

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

An Update on our SMARTAI Education Module.
2022
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

A quantitative reference transcriptome for Nematostella vectensis earlyembryonic development: a pipeline for de novo assembly in emergingmodel systems
2013
Joel Smith, Derek Aguiar$^*$, Sarah ambiguous, Sorin Istrail
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

A Probabilistic Model for Allele Specific Expression and X-inactivation Mosaicism
Derek C Aguiar, Marjan Hosseini, Chandra Sekhar Dronavajjala
Research Type: Conference Proceedings