Dong-Yeon Cho

Publication Activity (10 Years)

Years Active: 1998-2020
Publications (10 Years): 6

Top Topics

Regulatory Networks

Transfer Learning

Context Specific

Structured Output

Top Venues

PLoS Comput. Biol.

Publications

Yunho Jeon, Yongseok Choi, Jaesun Park, Subin Yi, Dong-Yeon Cho, Jiwon Kim
Sample-based Regularization: A Transfer Learning Strategy Toward Better Generalization. CoRR (2020)
Junyoung Park, Subin Yi, Yongseok Choi, Dong-Yeon Cho, Jiwon Kim
Discriminative Few-Shot Learning Based on Directional Statistics. CoRR (2019)
Yongseok Choi, Junyoung Park, Subin Yi, Dong-Yeon Cho
Few-Shot Classification on Unseen Domains by Learning Disparate Modulators. CoRR (2019)
Risto Vuorio, Dong-Yeon Cho, Daejoong Kim, Jiwon Kim
Meta Continual Learning. CoRR (2018)
Yijie Wang, Dong-Yeon Cho, Hangnoh Lee, Brian Oliver, Teresa M. Przytycka
NetREX: Network Rewiring Using EXpression - Towards Context Specific Regulatory Networks. RECOMB (2017)
Yoo-Ah Kim, Dong-Yeon Cho, Teresa M. Przytycka
Understanding Genotype-Phenotype Effects in Cancer via Network Approaches. PLoS Comput. Biol. 12 (3) (2016)
Yoo-Ah Kim, Dong-Yeon Cho, Phuong Dao, Teresa M. Przytycka
MEMCover: integrated analysis of mutual exclusivity and functional network reveals dysregulated pathways across multiple cancer types. Bioinform. 31 (12) (2015)
Dong-Yeon Cho, Teresa M. Przytycka
Dissecting Cancer Heterogeneity with a Probabilistic Genotype-Phenotype Model. RECOMB (2013)
Dong-Yeon Cho, Yoo-Ah Kim, Teresa M. Przytycka
Chapter 5: Network Biology Approach to Complex Diseases. PLoS Comput. Biol. 8 (12) (2012)
Chan-Hoon Park, Soo-Jin Kim, Sun Kim, Dong-Yeon Cho, Byoung-Tak Zhang
Finding Cancer-Related Gene Combinations Using a Molecular Evolutionary Algorithm. BIBE (2007)
Kee-Young Kim, Dong-Yeon Cho, Byoung-Tak Zhang
Multi-stage Evolutionary Algorithms for Efficient Identification of Gene Regulatory Networks. EvoWorkshops (2006)
Dong-Yeon Cho, Kwang-Hyun Cho, Byoung-Tak Zhang
Identification of biochemical networks by S-tree based genetic programming. Bioinform. 22 (13) (2006)
Dong-Yeon Cho, Byoung-Tak Zhang
Evolutionary Continuous Optimization by Distribution Estimation with Variational Bayesian Independent Component Analyzers Mixture Model. PPSN (2004)
Dong-Yeon Cho, Byoung-Tak Zhang
Evolutionary optimization by distribution estimation with mixtures of factor analyzers. IEEE Congress on Evolutionary Computation (2002)
Dong-Yeon Cho, Byoung-Tak Zhang
Continuous estimation of distribution algorithms with probabilistic principal component analysis. CEC (2001)
Byoung-Tak Zhang, Dong-Yeon Cho
System identification using evolutionary Markov chain Monte Carlo. J. Syst. Archit. 47 (7) (2001)
Dong-Yeon Cho, Byoung-Tak Zhang
Bayesian evolutionary algorithms for evolving neural tree models of time series data. CEC (2000)
Byoung-Tak Zhang, Dong-Yeon Cho
Evolving complex group behaviors using genetic programming with fitness switching. Artif. Life Robotics 4 (2) (2000)
Byoung-Tak Zhang, Dong-Yeon Cho
Genetic Programming with Active Data Selection. SEAL (1998)