Alexander J. Hartemink

According to our database1, Alexander J. Hartemink authored at least 48 papers between 1997 and 2020.

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Bibliography

2020
RoboCOP: Multivariate State Space Model Integrating Epigenomic Accessibility Data to Elucidate Genome-Wide Chromatin Occupancy.
Proceedings of the Research in Computational Molecular Biology, 2020

2017
E Pluribus Unum: United States of Single Cells.
Proceedings of the Research in Computational Molecular Biology, 2017

2016
SLICER: Inferring Branched, Nonlinear Cellular Trajectories from Single Cell RNA-seq Data.
Proceedings of the Research in Computational Molecular Biology - 20th Annual Conference, 2016

Learning a Hybrid Architecture for Sequence Regression and Annotation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2014
Learning protein-DNA interaction landscapes by integrating experimental data through computational models.
Bioinform., 2014

2013
Branching process deconvolution algorithm reveals a detailed cell-cycle transcription program.
Proc. Natl. Acad. Sci. USA, 2013

Stability selection for regression-based models of transcription factor-DNA binding specificity.
Bioinform., 2013

Using DNase Digestion Data to Accurately Identify Transcription Factor Binding Sites.
Proceedings of the Biocomputing 2013: Proceedings of the Pacific Symposium, 2013

Session Introduction.
Proceedings of the Biocomputing 2013: Proceedings of the Pacific Symposium, 2013

Cell-cycle phenotyping with conditional random fields: A case study in Saccharomyces cerevisiae.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Close Encounters of the Collaborative Kind.
Computer, 2012

Intrinsic Disorder Within and Flanking the DNA-Binding Domains of Human Transcription Factors.
Proceedings of the Biocomputing 2012: Proceedings of the Pacific Symposium, 2012

2011
A generalized model for multi-marker analysis of cell cycle progression in synchrony experiments.
Bioinform., 2011

2010
Learning Non-Stationary Dynamic Bayesian Networks.
J. Mach. Learn. Res., 2010

Distinguishing Direct versus Indirect Transcription Factor-DNA Interactions.
Proceedings of the Research in Computational Molecular Biology, 2010

2009
Domain-oriented edge-based alignment of protein interaction networks.
Bioinform., 2009

2008
A Fast, Alignment-Free, Conservation-Based Method for Transcription Factor Binding Site Discovery.
Proceedings of the Research in Computational Molecular Biology, 2008

Using DNA Duplex Stability Information for Transcription Factor Binding Site Discovery.
Proceedings of the Biocomputing 2008, 2008

Session Introduction.
Proceedings of the Biocomputing 2008, 2008

Non-stationary dynamic Bayesian networks.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007
A Nucleosome-Guided Map of Transcription Factor Binding Sites in Yeast.
PLoS Comput. Biol., 2007

Nucleosome Occupancy Information Improves <i>de novo</i> Motif Discovery.
Proceedings of the Research in Computational Molecular Biology, 2007

Reconstructing the Topology of Protein Complexes.
Proceedings of the Research in Computational Molecular Biology, 2007

Session Introduction.
Proceedings of the Biocomputing 2007, 2007

2006
Computational Inference of Neural Information Flow Networks.
PLoS Comput. Biol., 2006

Sequence features of DNA binding sites reveal structural class of associated transcription factor.
Bioinform., 2006

Finding Diagnostic Biomarkers in Proteomic Spectra.
Proceedings of the Biocomputing 2006, 2006

Informative priors based on transcription factor structural class improve <i>de novo</i> motif discovery.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

2005
Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Theoretical and practical advances in genome halving.
Bioinform., 2005

Session Introduction: Joint Learning from Multiple Types of Genomic Data.
Proceedings of the Biocomputing 2005, 2005

Informative Structure Priors: Joint Learning of Dynamic Regulatory Networks from Multiple Types of Data.
Proceedings of the Biocomputing 2005, 2005

2004
A Bayesian Approach to Joint Feature Selection and Classifier Design.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Joint Classifier and Feature Optimization for Comprehensive Cancer Diagnosis Using Gene Expression Data.
J. Comput. Biol., 2004

Advances to Bayesian network inference for generating causal networks from observational biological data.
Bioinform., 2004

Session Introduction.
Proceedings of the Biocomputing 2004, 2004

On Semi-Supervised Classification.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003
Joint classifier and feature optimization for cancer diagnosis using gene expression data.
Proceedings of the Sventh Annual International Conference on Computational Biology, 2003

Influence of Network Topology and Data Collection on Network Inference.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003

Genome, Pathway, and Interaction Bioinformatics - Session Introduction.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003

2002
Bayesian Methods for Elucidating Genetic Regulatory Networks.
IEEE Intell. Syst., 2002

Combining Location and Expression Data for Principled Discovery of Genetic Regulatory Network Models.
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002

Evaluating functional network inference using simulations of complex biological systems.
Proceedings of the Tenth International Conference on Intelligent Systems for Molecular Biology, 2002

2001
Principled computational methods for the validation discovery of genetic regulatory networks.
PhD thesis, 2001

Using Graphical Models and Genomic Expression Data to Statistically Validate Models of Genetic Regulatory Networks.
Proceedings of the 6th Pacific Symposium on Biocomputing, 2001

1999
Anonymous Authentication of Membership in Dynamic Groups.
Proceedings of the Financial Cryptography, 1999

Simulating biological reactions: A modular approach.
Proceedings of the DNA Based Computers, 1999

1997
Thermodynamic simulation of deoxyoligonucleotide hybridization for DNA computation.
Proceedings of the DNA Based Computers, 1997


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