D. A. K. Maduranga

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 1

Top Topics

Gene Regulatory Networks

Bayesian Inference

Support Vectors

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Haifen Chen, D. A. K. Maduranga, Piyushkumar A. Mundra, Jie Zheng
Bayesian Data Fusion of Gene Expression and Histone Modification Profiles for Inference of Gene Regulatory Network. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Seyed Ziaeddin Alborzi, D. A. K. Maduranga, Rui Fan, Jagath C. Rajapakse, Jie Zheng
CUDAGRN: Parallel Speedup of Inferring Large Gene Regulatory Networks from Expression Data Using Random Forest. PRIB (2014)
Piyushkumar A. Mundra, Jagath C. Rajapakse, D. A. K. Maduranga
Simultaneous Sample and Gene Selection Using T-score and Approximate Support Vectors. PRIB (2013)
D. A. K. Maduranga, Jie Zheng, Piyushkumar A. Mundra, Jagath C. Rajapakse
Inferring Gene Regulatory Networks from Time-Series Expressions Using Random Forests Ensemble. PRIB (2013)
Haifen Chen, D. A. K. Maduranga, Piyushkumar A. Mundra, Jie Zheng
Integrating epigenetic prior in dynamic Bayesian network for gene regulatory network inference. CIBCB (2013)