A K M Azad

Dr

20112018
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Personal profile

Biography

2017 - Present: Research Fellow (Faculty of IT, Monash University)

2013 - 2017: PhD student (School of Mathematical Sciences, Monash University)

2012 - 2013: Researcher (Data Mining & Computational Biology Lab, GIST, South Korea)

2010 - 2012: Research Assistant (Data Mining & Computational Biology Lab, GIST, South Korea)

2010 - 2012: MS Student (GIST, South Korea)

Research interests

  1. Computational Biology
  2. Bioinformatics
  3. Bayesian Network
  4. Bayesian Statistical Modelling

Monash teaching commitment

Azad has experience as a teaching associate for the following units in the Faculty of IT and in the School of Mathematical sciences, Monash University:

  • FIT5047 Intelligent systems
  • FIT1008 Introduction to computer science
  • FIT2083 Research methods in computer science
  • FIT1045 Algorithms and programming
  • FIT1029 Algorithmic problem solving
  • MAT1830 Discrete mathematics for computer science
  • MTH1030 Techniques for modelling

Keywords

  • Computational biology
  • Bioinformatics
  • Bayesian Intelligence
  • Bayesian Networks
  • Bayesian Methods

Research Output 2011 2018

  • 4 Article
  • 2 Chapter (Book)
  • 2 Conference Paper
  • 1 Comment / Debate

Cross-talk categorisations in data-driven models of signalling networks: a system-level view

Azad, A. K. M., Lawen, A. & Keith, J. M., 21 Feb 2018, Gene Expression and Regulation in Mammalian Cells: Transcription From General Aspects. Uchiumi, F. (ed.). London UK: In-Tech, p. 81-93 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Research

Open Access
File

Bayesian model of signal rewiring reveals mechanisms of gene dysregulation in acquired drug resistance in breast cancer

Azad, A. K. M., Lawen, A. & Keith, J. M., 1 Mar 2017, In : PLoS ONE. 12, 3, 37 p., e0173331.

Research output: Contribution to journalArticleResearchpeer-review

Integrating heterogeneous datasets for cancer module identification

Azad, AKM., 2017, Methods in Molecular Biology: Volume II: Structure, Function, and Applications. Keith, J. M. (ed.). Second ed. Humana Press, p. 119-137 19 p. (Methods in Molecular Biology; vol. 1526).

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Otherpeer-review

The neighborhood MCMC sampler for learning Bayesian networks

Alyami, S. A., Azad, A. K. M. & Keith, J., 11 Jul 2016, Proceedings of SPIE: First International Workshop on Pattern Recognition. Jiang, X., Chen, G., Capi, G. & Ishii, C. (eds.). Bellingham WA: SPIE, 11 p. 100111K. (Proceedings of SPIE; vol. 10011).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Uniform sampling of directed and undirected graphs conditional on vertex connectivity

Alyami, S. A., Azad, A. K. M. & Keith, J. M., 1 Sep 2016, International Conference on Graph Theory and its Applications. Hinz, A., Arumugam, S., Balakrishnan, R., Raj, F., Karthick, T., Somasundaram, K. & Zhu, X. (eds.). Elsevier, p. 43-55 13 p. (Electronic Notes in Discrete Mathematics; vol. 53).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review