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
Modeling Utility Customer Outages with Deep Neural Networks
Kingsley Udeh, Derek Aguiar, Diego Cerrai, David W. Wanik, Emmanouil Anagnostou
Research Type: Journal Article

Novel Function Annotation Tool Revealed Obesity-Induced Inflammation is Exacerbated by miR-150 Regulated B Cell Receptor Signaling
Beiyan Zhou, Derek C Aguiar, Lili Qu, Ivy Li, Keaton Karlinsey, Alyssa J Matz, Anthony T Vella
Research Type: Conference Proceedings

Practical Computational Methods for Regulatory Genomics: A cisGRN-Lexicon and cisGRN-Browser for Gene Regulatory Networks
2010
Ryan Tarpine, Derek Aguiar, Kyle Schutter, Sorin Istrail
Research Type: Book Chapter

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

Probabilistic Storm and Electric Utility Customer Outage Prediction
Kingsley Udeh, Diego Cerrai, Derek C Aguiar, Emmanouil N Anagnostou, David Wanik
Research Type: Journal Article

Robust and interpretable statistical genetic modelling
2020
Bianca Dumitrascu, Barbara E. Engelhardt, Derek Aguiar, Devin J. McConnell
Research Type: Other Scholarly Work

Robust and interpretable statistical genetic modelling.
Derek C Aguiar
Research Type: Journal Article

SMOOTH AND STEPWISE SELF-DISTILLATION FOR OBJECT DETECTION
Jieren Deng, Hao Tian, Derek C Aguiar, Xin Zhou
Research Type: Conference Proceedings

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

Supervised Bayesian Nonparametric Clustering
2023
Derek Aguiar, Jinbo Bi, Zhiyi Chi, Aaron Palmer
Research Type: Other Scholarly Work

The Benefits of Multiple Teachers: Distributed Knowledge Distillation with Partial Information
Aaron Palmer, Derek C Aguiar, Jieren Deng
Research Type: Conference Proceedings

The Clark phase-able sample size problem: long-range phasing and loss of heterozygosity in GWAS
2010
Ryan Tarpine, Sorin Istrail, Bjarni V Halld\'orsson$^*$, Derek Aguiar$^*$
Research Type: Conference Proceedings

The fragmentation coagulation process haplotype cluster graph model
2023
Yee Whye Teh, Derek Aguiar, Lloyd T. Elliott, Aaron Palmer, Genna Gliner, Barbara E. Engelhardt, Marjan Hosseini
Research Type: Other Scholarly Work

The fragmentation coagulation process haplotype cluster graph model.
Derek C Aguiar
Research Type: Journal Article

Tractatus: An Exact and Subquadratic Algorithm for Inferring Identical-by-Descent Multi-shared Haplotype Tracts.
2014
Eric M Morrow, Sorin Istrail, Derek Aguiar
Research Type: Conference Proceedings

Tractatus: an exact and subquadratic algorithm for inferring identity-by-descent multi-shared haplotype tracts
2013
Derek Aguiar, Sorin Istrail
Research Type: Teaching Materials

Transcriptome of American oysters, Crassostrea virginica, in response to bacterial challenge: insights into potential mechanisms of disease resistance
2014
Chamilani Nikapitiya, Christopher E Lane, Sorin Istrail, Ian C McDowell, Marta Gomez-Chiarri, Derek Aguiar
Research Type: Journal Article

Trends and Barriers of Medication Treatment for Opioid Use Disorders: A Systematic Review and Meta-Analysis
2025
Abigail Leander, Beth S. Russell, Adrian V. Hernandez, Xiaomei S. Cong, Ofer Harel, Derek Aguiar, Nathaniel Rickles, Morica Hutchison
Research Type: Journal Article

https://dx.doi.org/10.1177/00220426231204841
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

Tumor haplotype assembly algorithms for cancer genomics
2014
Derek Aguiar, Sorin Istrail, Wendy SW Wong
Research Type: Conference Proceedings