Browsing by Author "Datta, A."
Now showing items 1-7 of 7
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Fuzzy intervention in biological phenomena
Nounou, H.N.; Nounou, M.N.; Meskin, Nader; Datta, A.; Dougherty, E.R. ( IEEE , 2012 , Article)An important objective of modeling biological phenomena is to develop therapeutic intervention strategies to move an undesirable state of a diseased network toward a more desirable one. Such transitions can be achieved by ... -
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 ... -
Multiscale denoising of biological data: A comparative analysis
Nounou, M.N.; Nounou, H.N.; Meskin, Nader; Datta, A.; Dougherty, E.R. ( IEEE , 2012 , Article)Abstract: Measured microarray genomic and metabolic data are a rich source of information about the biological systems they represent. For example, time-series biological data can be used to construct dynamic genetic ... -
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: 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 ...