• Intervention in biological phenomena modeled by S-systems 

      Meskin, Nader; Nounou, H.N.; Nounou, M.; Datta, A.; Dougherty, E.R. ( IEEE , 2011 , Article)
      Recent years have witnessed extensive research activity in modeling biological phenomena as well as in developing intervention strategies for such phenomena. S-systems, which offer a good compromise between accuracy and ...
    • Intervention in biological phenomena modeled by S-systems: A model predictive control approach 

      Meskin, Nader; Nounou, H.; Nounou, M.; Datta, A.; Dougherty, E.R. ( Institute of Electrical and Electronics Engineers Inc. , 2011 , Conference Paper)
      Recent years have witnessed extensive research activity in modeling genetic regulatory networks (GRNs) as well as in developing therapeutic intervention strategies for such networks. S-systems, which offer a good compromise ...
    • Output-feedback model predictive control of biological phenomena modeled by S-systems 

      Meskin, Nader; Nounou, H.; Nounou, M.; Datta, A.; Dougherty, E.R. ( Institute of Electrical and Electronics Engineers Inc. , 2012 , Conference Paper)
      Recent years have witnessed extensive research activity in modeling biological phenomena as well as in developing intervention strategies for them. S-systems, which offer a good compromise between accuracy and mathematical ...
    • Parameter Estimation of Biological Phenomena Modeled by S-systems: An Extended Kalman Filter Approach 

      Meskin, N.; Nounou, H.; Nounou, M.; Datta, Aniruddha, 1963-; Dougherty, Edward R. ( IEEE , 2011 , Conference Paper)
      Recent advances in high-throughput technologies for biological data acquisition have spurred a broad interest in the development of mathematical models for biological phenomena. S-systems, which offer a good compromise ...
    • Parameter estimation of biological phenomena: An unscented kalman filter approach 

      Meskin, Nader; Nounou, H.; Nounou, M.; Datta, A. ( IEEE , 2013 , Article)
      Recent advances in high-throughput technologies for biological data acquisition have spurred a broad interest in the construction of mathematical models for biological phenomena. The development of such mathematical models ...
    • Wavelet-based multiscale filtering of genomic data 

      Nounou, M.; Nounou, H.; Meskin, Nader; Datta, A. ( IEEE Computer Society , 2012 , Conference Paper)
      Measured biological data are a rich source of information about the biological phenomena they represent. For example, time-series genomic or metabolic microarray data can be used to construct dynamic genetic regulatory ...