Chen-Hsiang Yeang

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 4

Top Topics

Statistical Significance

Clustering Approaches

Gene Expression

Top Venues

PLoS Comput. Biol.

Publications

Khong-Loon Tiong, Dmytro Luzhbin, Chen-Hsiang Yeang
Assessing transcriptomic heterogeneity of single-cell RNASeq data by bulk-level gene expression data. BMC Bioinform. 25 (1) (2024)
Yan-Bin Chen, Khong-Loon Tiong, Chen-Hsiang Yeang
Clustering image data with a fixed embedding. ICMLA (2022)
Khong-Loon Tiong, Chen-Hsiang Yeang
MGSEA - a multivariate Gene set enrichment analysis. BMC Bioinform. 20 (1) (2019)
Yen-Fu Chen, Hsiu-Chuan Lin, Kai-Neng Chuang, Chih-Hsu Lin, Hsueh-Chi S. Yen, Chen-Hsiang Yeang
A quantitative model for the rate-limiting process of UGA alternative assignments to stop and selenocysteine codons. PLoS Comput. Biol. 13 (2) (2017)
Chen-Hsiang Yeang, Liang-Cheng Huang, Wei-Chung Liu
Recurrent Structural Motifs Reflect Characteristics of Distinct Networks. ASONAM (2012)
Chen-Hsiang Yeang, Martin Szummer
Markov Random Walk Representations with Continuous Distributions CoRR (2012)
Shyh-Dar Li, Tatsuaki Tagami, Ying-Fu Ho, Chen-Hsiang Yeang
Deciphering causal and statistical relations of molecular aberrations and gene expressions in NCI-60 cell lines. BMC Syst. Biol. 5 (2011)
Chen-Hsiang Yeang
A Probabilistic Graphical Model of Quantum Systems. ICMLA (2010)
Chen-Hsiang Yeang
Quantifying the Strength of Natural Selection of a Motif Sequence. WABI (2010)
Chen-Hsiang Yeang
An integrated analysis of molecular aberrations in NCI-60 cell lines. BMC Bioinform. 11 (2010)
Chen-Hsiang Yeang
Exact Loopy Belief Propagation on Euler Graphs. IC-AI (2010)
Charles J. Vaske, Carrie House, Truong Luu, Bryan Frank, Chen-Hsiang Yeang, Norman H. Lee, Joshua M. Stuart
A Factor Graph Nested Effects Model To Identify Networks from Genetic Perturbations. PLoS Comput. Biol. 5 (1) (2009)
Pinal N. Kanabar, Charles J. Vaske, Chen-Hsiang Yeang, Fitnat H. Yildiz, Joshua M. Stuart
Inferring Disease-Related Pathways Using A Probabilistic Epistasis Model. Pacific Symposium on Biocomputing (2009)
Chen-Hsiang Yeang
Analysis of the Bipartite Networks of Domain Compositions and Metabolic Reactions. BMEI (2009)
Chen-Hsiang Yeang, Nils A. Baas
Evolution of Domain Compositions in the Metabolic Networks of Human and Escherichia Coli. BIOCOMP (2009)
Chen-Hsiang Yeang, David Haussler
Detecting Coevolution in and among Protein Domains. PLoS Comput. Biol. 3 (11) (2007)
Jeremy Darot, Chen-Hsiang Yeang, David Haussler
Detecting the Dependent Evolution of Biosequences. RECOMB (2006)
Chen-Hsiang Yeang, Martin Vingron
A joint model of regulatory and metabolic networks. BMC Bioinform. 7 (2006)
Chen-Hsiang Yeang, Tommi S. Jaakkola
Modeling the Combinatorial Functions of Multiple Transcription Factors. J. Comput. Biol. 13 (2) (2006)
Luis Pérez-Breva, Luis E. Ortiz, Chen-Hsiang Yeang, Tommi S. Jaakkola
Game Theoretic Algorithms for Protein-DNA binding. NIPS (2006)
Chen-Hsiang Yeang, Tommi S. Jaakkola
Modeling the Combinatorial Functions of Multiple Transcription Factors. RECOMB (2005)
Chen-Hsiang Yeang, Tommi S. Jaakkola
Time Series Analysis of Gene Expression and Location Data. Int. J. Artif. Intell. Tools 14 (5) (2005)
Chen-Hsiang Yeang, Trey Ideker, Tommi S. Jaakkola
Physical Network Models. J. Comput. Biol. 11 (2/3) (2004)
Ryan M. Rifkin, Sayan Mukherjee, Pablo Tamayo, Sridhar Ramaswamy, Chen-Hsiang Yeang, Michael Angelo, Michael Reich, Tomaso A. Poggio, Eric S. Lander, Todd R. Golub, Jill P. Mesirov
An Analytical Method for Multiclass Molecular Cancer Classification. SIAM Rev. 45 (4) (2003)
Chen-Hsiang Yeang, Tommi S. Jaakkola
Physical network models and multi-source data integration. RECOMB (2003)
Chen-Hsiang Yeang, Martin Szummer
Markov Random Walk Representations with Continuous Distributions. UAI (2003)
Chen-Hsiang Yeang, Tommi S. Jaakkola
Time Series Analysis of Gene Expression and Location Data. BIBE (2003)
Chen-Hsiang Yeang
An Information Geometric Perspective on Active Learning. ECML (2002)
Chen-Hsiang Yeang, Sridhar Ramaswamy, Pablo Tamayo, Sayan Mukherjee, Ryan M. Rifkin, Michael Angelo, Michael Reich, Eric S. Lander, Jill P. Mesirov, Todd R. Golub
Molecular classification of multiple tumor types. ISMB (Supplement of Bioinformatics) (2001)