| Prof. Zheng Jie received his Ph.D. in 2006 from the University of California, Riverside and his B. Eng (first class honors) in 2000 from Zhejiang University in China, both in Computer Science. Before joining NTU, he was a research scientist at the National Center for Biotechnology Information (NCBI), National Institutes of Health (NIH), USA. His research interests include developing novel algorithms and data analysis methods in Computational Biology and Bioinformatics in order to help answer Biomedical questions (such as the mechanisms of human diseases) and improve public health. While trained as a Computer Scientist, Prof. Zheng maintains active and long-standing collaborations with Life Scientists. |
- Bioinformatics Algorithms for Detecting Genetic and Epigenetic Determinants of Meiotic Recombination Hotspots from Genomic Data
- Bioinformatics research in genomics and systems biology with applications in human disease study
- Modeling , Validation, and Analysis of Gene Regulatory Networks including Delays
| Selected Publications | - D.A.K. Maduranga, Jie Zheng, Piyushkumar A. Mundra, Jagath C. Rajapakse. (2013). Inferring Gene Regulatory Networks from Time-Series Expressions using Random Forests Ensemble. Eighth IAPR International Conference on Pattern Recognition in Bioinformatics.
- Haifen Chen, D.A.K. Maduranga, Piyushkumar A Mundra, Jie Zheng. (2013, April ). Integrating Epigenetic Prior in Dynamic Bayesian Network for Gene Regulatory Network Inference. Paper presented at IEEE Symposium Series on Computational Intelligence (2013), Singapore.
- Jie Zheng, Iti Chaturvedi and Jagath Rajapakse. (2011). LNCS 7036: Integration of Epigenetic Data in Bayesian Network Modeling of Gene Regulatory Network. IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB) (pp. 87-96)Delft, The Netherlands: Springer.
- Jie Zheng, Pavel P Khil, R Daniel Camerini-Otero and Teresa M Przytycka. (2010). Detecting sequence polymorphisms associated with meiotic recombination hotspots in the human genome. Genome Biology, 11:R103.
- J. Zheng*, D. Zhang, PF Przytycki, R. Zielinski, J. Capala, TM Przytycka* (co-corresponding author). (2010). SimBoolNet - A Cytoscape plugin for dynamic simulation of signaling networks. Bioinformatics, 26(1), 141-142.
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