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
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

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

DELISHUS: an efficient and exact algorithm for genome-wide detection of deletion polymorphism in autism
2012
Derek Aguiar, Bjarni V Halld\'orsson, Eric M Morrow, Sorin Istrail
Research Type: Journal Article

HapCompass: a fast cycle basis algorithm for accurate haplotype assembly of sequence data
2012
Derek Aguiar, Sorin Istrail
Research Type: Journal Article

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

Haplotype phasing by multi-assembly of shared haplotypes: phase-dependent interactions between rare variants
2011
Bjarni V Halld\'orsson$^*$, Derek Aguiar$^*$, Sorin Istrail
Research Type: Book Chapter

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

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

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

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

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

GBSD: Generative Bokeh with Stage Diffusion
Derek C Aguiar, Jieren Deng
Research Type: Conference Proceedings

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

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

Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature Integration
Devin McConnell, Sybille Legitime, Derek C Aguiar, Kaustubh Prabhu, Bing Wang, Dipak Dey
Research Type: Conference Proceedings

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

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

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

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

Interpretable Fake News Detection with Topic and Deep Variational Models
Marjan Hosseini, Alireza Javadian Sabet, Derek C Aguiar, Suining He
Research Type: Journal Article