Scott J. Emrich

Orcid: 0000-0002-5741-4517

Affiliations:
  • University of Notre Dame, USA


According to our database1, Scott J. Emrich authored at least 60 papers between 2003 and 2023.

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Bibliography

2023
Deep Learning for Reference-Free Geolocation for Poplar Trees.
CoRR, 2023

Adapting Protein Language Models for Explainable Fine-Grained Evolutionary Pattern Discovery.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

CodonBERT: Using BERT for Sentiment Analysis to Better Predict Genes with Low Expression.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022
A comparison of dimensionality reduction methods for large biological data.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

2021
LASSO-based feature selection for improved microbial and microbiome classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Fine-Grained Synonymous Codon Usage Patterns and their Potential Role in Functional Protein Production.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Network analysis of synonymous codon usage.
Bioinform., 2020

Extreme Phenotype Sampling Improves LASSO and Random Forest Marker Selection for Complex Traits.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

PeakMatcher: Matching Peaks Across Genome Assemblies.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

2019
Highly Accurate and Efficient Data-Driven Methods for Genotype Imputation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Weighted graphlets and deep neural networks for protein structure classification.
CoRR, 2019

2018
Combining Static and Dynamic Storage Management for Data Intensive Scientific Workflows.
IEEE Trans. Parallel Distributed Syst., 2018

Adjusted likelihood-ratio test for variants with unknown genotypes.
J. Bioinform. Comput. Biol., 2018

Inversion detection using PacBio long reads.
Int. J. Data Min. Bioinform., 2018

Predicting Local Inversions Using Rectangle Clustering and Representative Rectangle Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

The Effects of Normalization, Transformation, and Rarefaction on Clustering of OTU Abundance.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Effects from structure of Metabarcode Sequences on Lossy Analysis of Microbiome Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

HarMinMax: Harmonizing Codon Usage to Replicate Local Host Translation.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Detecting Chromosomal Inversions from Dense SNPs by Combining PCA and Association Tests.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017
Widespread position-specific conservation of synonymous rare codons within coding sequences.
PLoS Comput. Biol., 2017

Stable feature ranking with logistic regression ensembles.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Prediction of fine-tuned promoter activity from DNA sequence.
F1000Research, 2016

Single molecule sequencing-guided scaffolding and correction of draft assemblies.
Proceedings of the 6th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2016

HAPI-Gen: Highly Accurate Phasing and Imputation of Genotype Data.
Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015
Accelerating Comparative Genomics Work ows in a Distributed Environment with Optimized Data Partitioning and Workflow Fusion.
Scalable Comput. Pract. Exp., 2015

VectorBase: an updated bioinformatics resource for invertebrate vectors and other organisms related with human diseases.
Nucleic Acids Res., 2015

RNA-Rocket: an RNA-Seq analysis resource for infectious disease research.
Bioinform., 2015

Global maximum-parsimony based ancestral reconstruction with non-universal genes.
Proceedings of the 5th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2015

Scaling Up Bioinformatics Workflows with Dynamic Job Expansion: A Case Study Using Galaxy and Makeflow.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

Balancing Thread-Level and Task-Level Parallelism for Data-Intensive Workloads on Clusters and Clouds.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

A computational framework for integrative analysis of large microbial genomics data.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
A supervised learning approach to the ensemble clustering of genes.
Int. J. Data Min. Bioinform., 2014

Mapping genomic features to functional traits through microbial whole genome sequences.
Int. J. Bioinform. Res. Appl., 2014

Scaling up genome annotation using MAKER and work queue.
Int. J. Bioinform. Res. Appl., 2014

Adapting bioinformatics applications for heterogeneous systems: a case study.
Concurr. Comput. Pract. Exp., 2014

Expanding Tasks of Logical Workflows Into Independent Workflows for Improved Scalability.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

Accelerating Comparative Genomics Workflows in a Distributed Environment with Optimized Data Partitioning.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013
Predicting bacterial functional traits from whole genome sequences using random forest.
Proceedings of the IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, 2013

An unsupervised learning approach to assembly validation.
Proceedings of the IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, 2013

Case Studies in Designing Elastic Applications.
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012
A Framework for Scalable Genome Assembly on Clusters, Clouds, and Grids.
IEEE Trans. Parallel Distributed Syst., 2012

VectorBase: improvements to a bioinformatics resource for invertebrate vector genomics.
Nucleic Acids Res., 2012

A machine learning framework for trait based genomics.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

Shifting the bioinformatics computing paradigm: A case study in parallelizing genome annotation using MAKER and Work Queue.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

Workshop: Opportunities and challenges of non-model ecoinformatics.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

2011
Biocompute 2.0: an improved collaborative workspace for data intensive bio-science.
Concurr. Comput. Pract. Exp., 2011

Robust haplotype reconstruction of eukaryotic read data with Hapler.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

2010
Harnessing parallelism in multicore clusters with the All-Pairs, Wavefront, and Makeflow abstractions.
Clust. Comput., 2010

A statistical approach to finding overlooked genetic associations.
BMC Bioinform., 2010

Biocompute: towards a collaborative workspace for data intensive bio-science.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

A two-stage machine learning approach for pathway analysis.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

A supervised learning approach to the unsupervised clustering of genes.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
Highly scalable genome assembly on campus grids.
Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers, 2009

Harnessing parallelism in multicore clusters with the all-pairs and wavefront abstractions.
Proceedings of the 18th ACM International Symposium on High Performance Distributed Computing, 2009

Alignment and Analysis of Closely Related Genomes.
Proceedings of the Bioinformatics and Computational Biology, 2009

2007
Assembling genomes on large-scale parallel computers.
J. Parallel Distributed Comput., 2007

Massively parallel expressed sequence tag clustering.
Proceedings of the ISCA 20th International Conference on Parallel and Distributed Computing Systems, 2007

2004
A strategy for assembling the maize (Zea mays L.) genome.
Bioinform., 2004

A comparison of evolved finite state classifiers and interpolated Markov models for improving PCR primer design.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

2003
PROBEmer: a web-based software tool for selecting optimal DNA oligos.
Nucleic Acids Res., 2003


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