Ziv Bar-Joseph

Orcid: 0000-0003-3430-6051

Affiliations:
  • Carnegie Mellon University, Pittsburgh, USA


According to our database1, Ziv Bar-Joseph authored at least 89 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Timeline

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Links

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Bibliography

2023
Deriving spatial features from <i>in situ</i> proteomics imaging to enhance cancer survival analysis.
Bioinform., 2023

Deep-Learning Based Cell Segmentation and Deconvolution in Spatial Transcriptomics.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022
CINS: Cell Interaction Network inference from Single cell expression data.
PLoS Comput. Biol., September, 2022

UNIFAN: A Tool for Unsupervised Single-Cell Clustering and Annotation.
J. Comput. Biol., 2022

Integrating longitudinal clinical and microbiome data to predict growth faltering in preterm infants.
J. Biomed. Informatics, 2022

Clustering spatial transcriptomics data.
Bioinform., 2022

Unsupervised Cell Functional Annotation for Single-Cell RNA-Seq.
Proceedings of the Research in Computational Molecular Biology, 2022

2021
Dhaka: variational autoencoder for unmasking tumor heterogeneity from single cell genomic data.
Bioinform., 2021

Identifying signaling genes in spatial single-cell expression data.
Bioinform., 2021

Deep learning of gene relationships from single cell time-course expression data.
Briefings Bioinform., 2021

The Epigenetic Consensus Problem.
Proceedings of the Structural Information and Communication Complexity, 2021

2020
Inferring TF activation order in time series scRNA-Seq studies.
PLoS Comput. Biol., 2020

Iterative point set registration for aligning scRNA-seq data.
PLoS Comput. Biol., 2020

Causal inference using deep neural networks.
CoRR, 2020

Genome-Wide Epigenetic Modifications as a Shared Memory Consensus Problem.
CoRR, 2020

Supervised Adversarial Alignment of Single-Cell RNA-seq Data.
Proceedings of the Research in Computational Molecular Biology, 2020

2019
A bacterial based distributed gradient descent model for mass scale evacuations.
Swarm Evol. Comput., 2019

Deep learning for inferring gene relationships from single-cell expression data.
Proc. Natl. Acad. Sci. USA, 2019

Network-guided prediction of aromatase inhibitor response in breast cancer.
PLoS Comput. Biol., 2019

The human body at cellular resolution: the NIH Human Biomolecular Atlas Program.
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Nat., 2019

Continuous-state HMMs for modeling time-series single-cell RNA-Seq data.
Bioinform., 2019

Integration of Heterogeneous Experimental Data Improves Global Map of Human Protein Complexes.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018
Predicting protein targets for drug-like compounds using transcriptomics.
PLoS Comput. Biol., 2018

iDREM: Interactive visualization of dynamic regulatory networks.
PLoS Comput. Biol., 2018

2017
Reconstructing cancer drug response networks using multitask learning.
BMC Syst. Biol., 2017

TASIC: determining branching models from time series single cell data.
Bioinform., 2017

MethRaFo: MeDIP-seq methylation estimate using a Random Forest Regressor.
Bioinform., 2017

Probabilistic Models for Error Correction of Nonuniform Sequencing Data.
Proceedings of the Algorithms for Next-Generation Sequencing Data, Techniques, 2017

2016
Genome wide predictions of miRNA regulation by transcription factors.
Bioinform., 2016

Reconstructing the temporal progression of HIV-1 immune response pathways.
Bioinform., 2016

Distributed Gradient Descent in Bacterial Food Search.
Proceedings of the Research in Computational Molecular Biology - 20th Annual Conference, 2016

Shall We Dense? Comparing Design Strategies for Time Series Expression Experiments.
Proceedings of the Research in Computational Molecular Biology - 20th Annual Conference, 2016

2015
Decreasing-Rate Pruning Optimizes the Construction of Efficient and Robust Distributed Networks.
PLoS Comput. Biol., 2015

cDREM: Inferring Dynamic Combinatorial Gene Regulation.
J. Comput. Biol., 2015

MassExodus: modeling evolving networks in harsh environments.
Data Min. Knowl. Discov., 2015

Distributed information processing in biological and computational systems.
Commun. ACM, 2015

SMARTS: reconstructing disease response networks from multiple individuals using time series gene expression data.
Bioinform., 2015

2014
Multitask Learning of Signaling and Regulatory Networks with Application to Studying Human Response to Flu.
PLoS Comput. Biol., 2014

2013
Beeping a maximal independent set.
Distributed Comput., 2013

Carbon catabolite repression correlates with the maintenance of near invariant molecular crowding in proliferating E. coli cells.
BMC Syst. Biol., 2013

A high-throughput framework to detect synapses in electron microscopy images.
Bioinform., 2013

Integrating sequence, expression and interaction data to determine condition-specific miRNA regulation.
Bioinform., 2013

Identifying proteins controlling key disease signaling pathways.
Bioinform., 2013

2012
A Network-based Approach for Predicting Missing Pathway Interactions.
PLoS Comput. Biol., 2012

DREM 2.0: Improved reconstruction of dynamic regulatory networks from time-series expression data.
BMC Syst. Biol., 2012

Matching experiments across species using expression values and textual information.
Bioinform., 2012

2011
Discriminative Motif Finding for Predicting Protein Subcellular Localization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Learning Cellular Sorting Pathways Using Protein Interactions and Sequence Motifs.
J. Comput. Biol., 2011

Preface.
J. Comput. Biol., 2011

MIS on the fly
CoRR, 2011

Biological interaction networks are conserved at the module level.
BMC Syst. Biol., 2011

DECOD: fast and accurate discriminative DNA motif finding.
Bioinform., 2011

Inferring Interaction Networks using the IBP applied to microRNA Target Prediction.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010
Cross Species Expression Analysis of Innate Immune Response.
J. Comput. Biol., 2010

Cross-species queries of large gene expression databases.
Bioinform., 2010

Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009
Modeling spatial and temporal variation in motion data.
ACM Trans. Graph., 2009

A Combined Expression-Interaction Model for Inferring the Temporal Activity of Transcription Factors.
J. Comput. Biol., 2009

Cross species analysis of microarray expression data.
Bioinform., 2009

2008
Extracting Dynamics from Static Cancer Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2008

A Semi-Supervised Method for Predicting Transcription Factor-Gene Interactions in <i>Escherichia coli</i>.
PLoS Comput. Biol., 2008

Impact of the solvent capacity constraint on E. coli metabolism.
BMC Syst. Biol., 2008

A Combined Expression-Interaction Model for Inferring the Temporal Activity of Transcription Factors.
Proceedings of the Research in Computational Molecular Biology, 2008

Protein complex identification by supervised graph local clustering.
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008

Alignment and classification of time series gene expression in clinical studies.
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008

2007
A Patient-Gene Model for Temporal Expression Profiles in Clinical Studies.
J. Comput. Biol., 2007

A mixture of feature experts approach for protein-protein interaction prediction.
BMC Bioinform., 2007

Inferring pairwise regulatory relationships from multiple time series datasets.
Bioinform., 2007

Continuous hidden process model for time series expression experiments.
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

2006
STEM: a tool for the analysis of short time series gene expression data.
BMC Bioinform., 2006

Identifying cycling genes by combining sequence homology and expression data.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

2005
Random Forest Similarity for Protein-Protein Interaction Prediction from Multiple Sources.
Proceedings of the Biocomputing 2005, 2005

Clustering short time series gene expression data.
Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005

Active learning for sampling in time-series experiments with application to gene expression analysis.
Proceedings of the Machine Learning, 2005

2004
Analyzing time series gene expression data.
Bioinform., 2004

Deconvolving cell cycle expression data with complementary information.
Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

2003
Inferring interactions, expression programs and regulatory networks from high throughput biological data.
PhD thesis, 2003

Continuous Representations of Time-Series Gene Expression Data.
J. Comput. Biol., 2003

Hierarchical Context-based Pixel Ordering.
Comput. Graph. Forum, 2003

K-ary Clustering with Optimal Leaf Ordering for Gene Expression Data.
Bioinform., 2003

Sound-by-numbers: motion-driven sound synthesis.
Proceedings of the 2003 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2003

2002
Synthesizing Sound Textures through Wavelet Tree Learning.
IEEE Computer Graphics and Applications, 2002

Early-Delivery Dynamic Atomic Broadcast.
Proceedings of the Distributed Computing, 16th International Conference, 2002

A new approach to analyzing gene expression time series data.
Proceedings of the Sixth Annual International Conference on Computational Biology, 2002

2001
Texture Mixing and Texture Movie Synthesis Using Statistical Learning.
IEEE Trans. Vis. Comput. Graph., 2001

Fast optimal leaf ordering for hierarchical clustering.
Proceedings of the Ninth International Conference on Intelligent Systems for Molecular Biology, 2001

2000
Totally Ordered Multicast with Bounded Delays and Variable Rates.
Proceedings of the Procedings of the 4th International Conference on Principles of Distributed Systems, 2000

1999
Granular Synthesis of Sound Textures Using Statistical Learning.
Proceedings of the 1999 International Computer Music Conference, 1999

1998
A Tight Lower Bound for Randomized Synchronous Consensus.
Proceedings of the Seventeenth Annual ACM Symposium on Principles of Distributed Computing, 1998


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