Russell Schwartz

Orcid: 0000-0002-4970-2252

Affiliations:
  • Carnegie Mellon University, Pittsburgh, USA


According to our database1, Russell Schwartz authored at least 77 papers between 1999 and 2023.

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Bibliography

2023
Ten simple rules for writing a PLOS Computational Biology quick tips article.
PLoS Comput. Biol., December, 2023

A Clonal Evolution Simulator for Planning Somatic Evolution Studies.
J. Comput. Biol., August, 2023

2021
Assessing the contribution of tumor mutational phenotypes to cancer progression risk.
PLoS Comput. Biol., 2021

RECOMB 2020 Special Issue.
J. Comput. Biol., 2021

Joint Clustering of Single-Cell Sequencing and Fluorescence In Situ Hybridization Data for Reconstructing Clonal Heterogeneity in Cancers.
J. Comput. Biol., 2021

Tumor heterogeneity assessed by sequencing and fluorescence in situ hybridization (FISH) data.
Bioinform., 2021

ConTreeDP: A consensus method of tumor trees based on maximum directed partition support problem.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Tumor Copy Number Deconvolution Integrating Bulk and Single-Cell Sequencing Data.
J. Comput. Biol., 2020

Robust Multi-Agent Task Assignment in Failure-Prone and Adversarial Environments.
CoRR, 2020

IBDkin: fast estimation of kinship coefficients from identity by descent segments.
Bioinform., 2020

Predicting target genes of non-coding regulatory variants with IRT.
Bioinform., 2020

Robust and accurate deconvolution of tumor populations uncovers evolutionary mechanisms of breast cancer metastasis.
Bioinform., 2020

Efficient toolkit implementing best practices for principal component analysis of population genetic data.
Bioinform., 2020

Metasubtract: an R-package to analytically produce leave-one-out meta-analysis GWAS summary statistics.
Bioinform., 2020

Predicting Drug Sensitivity of Cancer Cell Lines via Collaborative Filtering with Contextual Attention.
Proceedings of the Machine Learning for Healthcare Conference, 2020

2019
Phylogenies Derived from Matched Transcriptome Reveal the Evolution of Cell Populations and Temporal Order of Perturbed Pathways in Breast Cancer Brain Metastases.
Proceedings of the Mathematical and Computational Oncology - First International Symposium, 2019

2018
The development and application of bioinformatics core competencies to improve bioinformatics training and education.
PLoS Comput. Biol., 2018

A method for efficient Bayesian optimization of self-assembly systems from scattering data.
BMC Syst. Biol., 2018

Deconvolution and phylogeny inference of structural variations in tumor genomic samples.
Bioinform., 2018

Tumor Copy Number Data Deconvolution Integrating Bulk and Single-cell Sequencing Data.
Proceedings of the 8th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2018

Reconstructing Tumor Evolution and Progression in Structurally Variant Cancer Cells.
Proceedings of the Computing and Combinatorics - 24th International Conference, 2018

2017
Derivative-Free Optimization of Rate Parameters of Capsid Assembly Models from Bulk in Vitro Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Automated deconvolution of structured mixtures from heterogeneous tumor genomic data.
PLoS Comput. Biol., 2017

2016
Classifying the Progression of Ductal Carcinoma from Single-Cell Sampled Data via Integer Linear Programming: A Case Study.
IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Applying, Evaluating and Refining Bioinformatics Core Competencies (An Update from the Curriculum Task Force of ISCB's Education Committee).
PLoS Comput. Biol., 2016

Medoidshift clustering applied to genomic bulk tumor data.
BMC Genom., 2016

Computationally resolving heterogeneity in mixed genomic samples.
Proceedings of the 6th IEEE International Conference on Computational Advances in Bio and Medical Sciences, 2016

2015
A simplicial complex-based approach to unmixing tumor progression data.
BMC Bioinform., 2015

Inferring models of multiscale copy number evolution for single-tumor phylogenetics.
Bioinform., 2015

2014
Bioinformatics Curriculum Guidelines: Toward a Definition of Core Competencies.
PLoS Comput. Biol., 2014

Phenotypic Signatures Arising from Unbalanced Bacterial Growth.
PLoS Comput. Biol., 2014

Algorithms to Model Single Gene, Single Chromosome, and Whole Genome Copy Number Changes Jointly in Tumor Phylogenetics.
PLoS Comput. Biol., 2014

Editorial.
Bioinform., 2014

Reference-free inference of tumor phylogenies from single-cell sequencing data.
Proceedings of the IEEE 4th International Conference on Computational Advances in Bio and Medical Sciences, 2014

2013
Coalescent-Based Method for Learning Parameters of Admixture Events from Large-Scale Genetic Variation Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Novel Multisample Scheme for Inferring Phylogenetic Markers from Whole Genome Tumor Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Phylogenetic analysis of multiprobe fluorescence <i>in situ</i> hybridization data from tumor cell populations.
Bioinform., 2013

A mixed integer linear programming model to reconstruct phylogenies from single nucleotide polymorphism haplotypes under the maximum parsimony criterion.
Algorithms Mol. Biol., 2013

2012
A Report of the Curriculum Task Force of the ISCB Education Committee.
PLoS Comput. Biol., 2012

Novel Multi-sample Scheme for Inferring Phylogenetic Markers from Whole Genome Tumor Profiles.
Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012

2011
A Consensus Tree Approach for Reconstructing Human Evolutionary History and Detecting Population Substructure.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Approximation algorithms for speeding up dynamic programming and denoising aCGH data.
ACM J. Exp. Algorithmics, 2011

An Optimization-Based Sampling Scheme for Phylogenetic Trees.
J. Comput. Biol., 2011

Generalized Buneman Pruning for Inferring the Most Parsimonious Multi-State Phylogeny.
J. Comput. Biol., 2011

Approximate Dynamic Programming using Halfspace Queries and Multiscale Monge Decomposition.
Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete Algorithms, 2011

Phylogenetics of Heterogeneous Samples - (Keynote Talk).
Proceedings of the Bioinformatics Research and Applications - 7th International Symposium, 2011

Inference of tumor phylogenies from genomic assays on heterogeneous samples.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2010
Approximate Dynamic Programming for Fast Denoising of aCGH Data
CoRR, 2010

Theory and Algorithms for the Haplotype Assembly Problem.
Commun. Inf. Syst., 2010

Applying unmixing to gene expression data for tumor phylogeny inference.
BMC Bioinform., 2010

Robust unmixing of tumor states in array comparative genomic hybridization data.
Bioinform., 2010

Tiling Binary Matrices in Haplotyping: Complexity, Models and Algorithms.
Proceedings of the Prague Stringology Conference 2010, Prague, Czech Republic, August 30, 2010

2009
Network-Based Inference of Cancer Progression from Microarray Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2009

2008
Mixed Integer Linear Programming for Maximum-Parsimony Phylogeny Inference.
IEEE ACM Trans. Comput. Biol. Bioinform., 2008

Learning with ecosystem models: a tale of two classrooms.
Proceedings of the Cre8ing a learning world: Proceedings of the 8th International Conference for the Learning Sciences, 2008

2007
Algorithms for Efficient Near-Perfect Phylogenetic Tree Reconstruction in Theory and Practice.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007

Reconstructing Tumor phylogenies from Heterogeneous Single-Cell Data.
J. Bioinform. Comput. Biol., 2007

Direct maximum parsimony phylogeny reconstruction from genotype data.
BMC Bioinform., 2007

Stochastic Modelling for Systems Biology: Darren J. Wilkinson.
Briefings Bioinform., 2007

Efficiently Finding the Most Parsimonious Phylogenetic Tree Via Linear Programming.
Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007

2006
Relaxing Haplotype Block Models for Association Testing.
Proceedings of the Biocomputing 2006, 2006

Simple Reconstruction of Binary Near-Perfect Phylogenetic Trees.
Proceedings of the Computational Science, 2006

Fixed Parameter Tractability of Binary Near-Perfect Phylogenetic Tree Reconstruction.
Proceedings of the Automata, Languages and Programming, 33rd International Colloquium, 2006

2005
Implementation of a discrete event simulator for biological self-assembly systems.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

2004
Algorithms for Association Study Design Using a Generalized Model of Haplotype Conservation.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

2003
Robustness of Inference of Haplotype Block Structure.
J. Comput. Biol., 2003

Haplotypes and informative SNP selection algorithms: don't block out information.
Proceedings of the Sventh Annual International Conference on Computational Biology, 2003

Haplotype Motifs: An Algorithmic Approach to Locating Evolutionarily Conserved Patterns in Haploid Sequences.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Epitope Prediction Algorithms for Peptide based Vaccine Design.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

2002
Algorithmic strategies for the single nucleotide polymorphism haplotype assembly problem.
Briefings Bioinform., 2002

Methods for Inferring Block-Wise Ancestral History from Haploid Sequences.
Proceedings of the Algorithms in Bioinformatics, Second International Workshop, 2002

Inferring Piecewise Ancestral History from Haploid Sequences.
Proceedings of the Computational Methods for SNPs and Haplotype Inference, 2002

2001
Visualization challenges for a new cyberpharmaceutical computing paradigm.
Proceedings of the IEEE 2001 Symposium on Parallel and Large-Data Visualization and Graphics, 2001

SNPs Problems, Complexity, and Algorithms.
Proceedings of the Algorithms, 2001

2000
The local rules dynamics model for self-assembly simulation.
PhD thesis, 2000

Local rule mechanism for selecting icosahedral shell geometry.
Discret. Appl. Math., 2000

1999
Lattice Simulations of Aggregation Funnels for Protein Folding.
J. Comput. Biol., 1999


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