HR job title
- Professor
- Contact Info
- 1 979 845 5917
- Websites
Datta, Aniruddha Professor
Positions
- Professor, Electrical and Computer Engineering, College of Engineering
- Faculty Affiliate, Energy Institute, Texas A&M Engineering Experiment Station (TEES)
My research focuses on adaptive control, parametric robust control, and genomic signal processing and control.
- Overview
- Publications
- Research
- Teaching
- Works By Students
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Overview
Publications
selected publications
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academic article
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Lahiri, A., Vundavilli, H., Mondal, M., Bhattacharjee, P., Decker, B., Priore, G. D., Reeves, N. P., & Datta, A.
(2023).
Drug Target Identification in Triple Negative Breast Cancer Stem Cell Pathways: A Computational Study of Gene Regulatory Pathways Using Boolean Networks. IEEE Access.
11, 56672-56690.
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Gupta, S., Vundavilli, H., Osorio, R., Itoh, M. N., Mohsen, A., Datta, A., Mizuguchi, K., & Tripathi, L. P.
(2022).
Integrative Network Modeling Highlights the Crucial Roles of Rho-GDI Signaling Pathway in the Progression of non-Small Cell Lung Cancer. 26(9), 4785-4793.
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Saraf, R., Datta, A., Sima, C., Hua, J., Lopes, R., Bittner, M. L., Miller, T., & Wilson-Robles, H. M.
(2022).
In Silico Modeling of the Induction of Apoptosis by Cryptotanshinone in Osteosarcoma Cell Lines. 19(3), 1683-1693.
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Fang, Z. T., Kapoor, R., Datta, A., & Okumoto, S.
(2022).
Tissue specific expression of UMAMIT amino acid transporters in wheat. Scientific Reports.
12(1), 348.
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Fang, Z., Kapoor, R., Datta, A., Liu, S., Stull, M. A., Seitz, P. G., Johnson, C. D., & Okumoto, S.
(2022).
Transcriptome Analysis of Developing Grains from Wheat Cultivars TAM 111 and TAM 112 Reveal Cultivar-Specific Regulatory Networks. International Journal of Molecular Sciences.
23(20), 12660-12660.
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Vundavilli, H., Tripathi, L. P., Datta, A., & Mizuguchi, K.
(2021).
Network modeling and inference of peroxisome proliferator-activated receptor pathway in high fat diet-linked obesity. Journal of Theoretical Biology.
519, 110647-110647.
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Lahiri, A., Rastogi, K., Datta, A., & Septiningsih, E. M.
(2021).
Bayesian Network Analysis of Lysine Biosynthesis Pathway in Rice. Inventions.
6(2), 37-37.
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Saraf, R., Agah, S., Datta, A., & Jiang, X.
(2021).
Drug target ranking for glioblastoma multiforme. 3(1), 7.
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Bittner, M. L., Lopes, R., Hua, J., Sima, C., Datta, A., & Wilson-Robles, H.
(2021).
Comprehensive live-cell imaging analysis of cryptotanshinone and synergistic drug-screening effects in various human and canine cancer cell lines. PLoS ONE.
16(2), e0236074-e0236074.
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Lahiri, A., Zhou, L., He, P., & Datta, A.
(2021).
Detecting drought regulators using stochastic inference in Bayesian networks. PLoS ONE.
16(8), e0255486-e0255486.
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Kapoor, R., Datta, A., & Thomson, M.
(2021).
Fused Graphical Lasso Recovers Flowering Time Mutation Genes in Arabidopsis thaliana. Inventions.
6(3), 52-52.
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Vundavilli, H., Datta, A., Sima, C., Hua, J., Lopes, R., & Bittner, M.
(2021).
Targeting oncogenic mutations in colorectal cancer using cryptotanshinone. PLoS ONE.
16(2), e0247190-e0247190.
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Goel, P., Jain, P., Pasman, H. J., Pistikopoulos, E. N., & Datta, A.
(2020).
Integration of data analytics with cloud services for safer process systems, application examples and implementation challenges. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES.
68, 104316-104316.
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Kapoor, R., Datta, A., Sima, C., Hua, J., Lopes, R., & Bittner, M. L.
(2020).
A Gaussian Mixture-Model Exploiting Pathway Knowledge for Dissecting Cancer Heterogeneity. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
17(2), 459-468.
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Vundavilli, H., Datta, A., Sima, C., Hua, J., Lopes, R., & Bittner, M.
(2020).
Cryptotanshinone Induces Cell Death in Lung Cancer by Targeting Aberrant Feedback Loops. IEEE Journal of Biomedical and Health Informatics.
24(8), 2430-2438.
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Bittner, M. L., Lopes, R., Hua, J., Sima, C., Datta, A., & Wilson-Robles, H. M.
(2020).
Comprehensive Live-cell Imaging Analysis of Cryptotanshinone and Synergistic Drug-Screening Effects in Various Human and Canine Cancer Cell Lines. 2020.06.30.179887.
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Vundavilli, H., Datta, A., Sima, C., Hua, J., Lopes, R., & Bittner, M.
(2020).
In Silico Design and Experimental Validation of Combination Therapy for Pancreatic Cancer. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
17(3), 1010-1018.
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Alshawaqfeh, M., Al Kawam, A., Serpedin, E., & Datta, A.
(2020).
Robust Recurrent CNV Detection in the Presence of Inter-Subject Variability. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
17(3), 1056-1067.
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Goel, P., Pistikopoulos, E. N., Mannan, M. S., & Datta, A.
(2019).
A data-driven alarm and event management framework. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES.
62, 103959-103959.
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Vundavilli, H., Datta, A., Sima, C., Hua, J., Lopes, R., & Bittner, M.
(2019).
Bayesian Inference Identifies Combination Therapeutic Targets in Breast Cancer. IEEE Transactions on Biomedical Engineering.
66(9), 2684-2692.
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Lahiri, A., Venkatasubramani, P. S., & Datta, A.
(2019).
Bayesian modeling of plant drought resistance pathway. BMC Plant Biology.
19(1), 96.
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Sen, A., Al Kawam, A., & Datta, A.
(2019).
Emergence of DSS efforts in genomics: Past contributions and challenges. Decision Support Systems.
116, 77-90.
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Al Kawam, A., Sen, A., Datta, A., & Dickey, N.
(2018).
Understanding the Bioinformatics Challenges of Integrating Genomics into Healthcare. IEEE Journal of Biomedical and Health Informatics.
22(5), 1672-1683.
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Saraf, R. S., Datta, A., Sima, C., Hua, J., Lopes, R., & Bittner, M.
(2018).
An in-silico study examining the induction of apoptosis by Cryptotanshinone in metastatic melanoma cell lines. BMC Cancer.
18(1), 855.
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Ghosh, B. K., Datta, A., & Pal, R.
(2018).
Deep Sequencing Data Analysis. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
15(2), 482-483.
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Katiyar, A., Mohanty, A., Hua, J., Chao, S., Lopes, R., Datta, A., & Bittner, M. L.
(2018).
A Bayesian approach to determine the composition of heterogeneous cancer tissue. BMC Bioinformatics.
19(Suppl 3), 90.
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Ghaffari, N., Arshad, O. A., Jeong, H., Thiltges, J., Criscitiello, M. F., Yoon, B., Datta, A., & Johnson, C. D.
(2018).
Examining De Novo Transcriptome Assemblies via a Quality Assessment Pipeline. 15(2), 494-505.
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Al Kawam, A., Alshawaqfeh, M., Cai, J. J., Serpedin, E., & Datta, A.
(2018).
Simulating variance heterogeneity in quantitative genome wide association studies. BMC Bioinformatics.
19(Suppl 3), 72.
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Al Kawam, A., Datta, A., & Khatri, S.
(2018).
A GPU-CPU heterogeneous algorithm for NGS read alignment. International Journal of Computational Biology and Drug Design.
11(1/2), 52-52.
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Kawam, A. A., Khatri, S., & Datta, A.
(2018).
A GPU-CPU heterogeneous algorithm for NGS read alignment. International Journal of Computational Biology and Drug Design.
11(1/2), 52-52.
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Al Kawam, A., Khatri, S., & Datta, A.
(2017).
A Survey of Software and Hardware Approaches to Performing Read Alignment in Next Generation Sequencing. 14(6), 1202-1213.
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Goel, P., Datta, A., & Mannan, M. S.
(2017).
Industrial alarm systems: Challenges and opportunities. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES.
50, 23-36.
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Abante, J., Ghaffari, N., Johnson, C. D., & Datta, A.
(2017).
HiMMe: using genetic patterns as a proxy for genome assembly reliability assessment. BMC GENOMICS.
18(1), 694.
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Sridharan, S., Varghese, R., Venkatraj, V., & Datta, A.
(2017).
Hypoxia Stress Response Pathways: Modeling and Targeted Therapy. IEEE Journal of Biomedical and Health Informatics.
21(3), 875-885.
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Venkat, P. S., Narayanan, K. R., & Datta, A.
(2017).
A Bayesian Network-Based Approach to Selection of Intervention Points in the Mitogen-Activated Protein Kinase Plant Defense Response Pathway. Journal of Computational Biology.
24(4), 327-339.
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Arshad, O. A., & Datta, A.
(2017).
Towards targeted combinatorial therapy design for the treatment of castration-resistant prostate cancer. BMC Bioinformatics.
18(Suppl 4), 134.
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P, V., C, S., J, H., M, C., M, B., & A, D.
(2017).
Epifluorescent imaging study of the effect of anti-diabetic drug metformin on colorectal cancer cell lines in vitro. 5(4), 19-23.
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Khadraoui, S., Fnaiech, M. A., Nounou, H. N., Nounou, M. N., Guzinski, J., Abu-Rub, H., Datta, A., & Bhattacharyya, S. P.
(2016).
Measurement-based control approach for tuning PID controllers: application to induction machines. Journal of Control and Decision.
3(3), 179-196.
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Khadraoui, S., Nounou, H. N., Nounou, M. N., Datta, A., & Bhattacharyya, S. P.
(2016).
ADAPTIVE CONTROLLER DESIGN FOR UNKNOWN SYSTEMS USING MEASURED DATA. Asian Journal of Control.
18(4), 1453-1466.
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Mohanty, A. K., Datta, A., & Venkatraj, V.
(2016).
A Conjugate Exponential Model for Cancer Tissue Heterogeneity. IEEE Journal of Biomedical and Health Informatics.
20(2), 699-709.
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Khadraoui, S., Nounou, H. N., Nounou, M. N., Datta, A., & Bhattacharyya, S. P.
(2016).
A Measurement-Based Approach for Designing Fixed-Order Controllers for Unknown Closed-Loop Architecture. Asian Journal of Control.
18(2), 686-698.
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Khadraoui, S., Harrou, F., Nounou, H. N., Nounou, M. N., Datta, A., & Bhattacharyya, S. P.
(2016).
A measurement-based control design approach for efficient cancer chemotherapy. 333, 108-125.
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Arshad, O. A., Venkatasubramani, P. S., Datta, A., & Venkatraj, J.
(2016).
Using Boolean Logic Modeling of Gene Regulatory Networks to Exploit the Links Between Cancer and Metabolism for Therapeutic Purposes. IEEE Journal of Biomedical and Health Informatics.
20(1), 399-407.
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Khadraoui, S., Nounou, H. N., Nounou, M. N., Datta, A., & Bhattacharyya, S. P.
(2015).
A nonparametric approach to design robust controllers for uncertain systems: Application to an air flow heating system. Journal of Process Control.
36, 1-10.
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Mohsenizadeh, N., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2015).
Linear circuits: a measurement-based approach. International Journal of Circuit Theory and Applications.
43(2), 205-232.
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Khadraoui, S., Nounou, H. N., Nounou, M. N., Datta, A., & Bhattacharyya, S. P.
(2014).
A measurement-based technique for designing fixed-order RST controllers and application to a coupled water tank system. Systems Science and Control Engineering.
2(1), 484-492.
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Khadraoui, S., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2014).
A model-free design of reduced-order controllers and application to a DC servomotor. Automatica.
50(8), 2142-2149.
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Fnaiech, M. A., Khadraoui, S., Nounou, H. N., Nounou, M. N., Guzinski, J., Abu-Rub, H., Datta, A., & Bhattacharyya, S. P.
(2014).
A Measurement-Based Approach for Speed Control of Induction Machines. IEEE journal of emerging and selected topics in power electronics.
2(2), 308-318.
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Mansouri, M. M., Nounou, H. N., Nounou, M. N., & Datta, A. A.
(2014).
State and parameter estimation for nonlinear biological phenomena modeled by S-systems. Digital Signal Processing.
28(1), 1-17.
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Mohanty, A. K., Datta, A., & Venkatraj, V.
(2014).
A model for cancer tissue heterogeneity. IEEE Transactions on Biomedical Engineering.
61(3), 966-974.
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Mansouri, M. M., Nounou, H. N., Nounou, M. N., & Datta, A. A.
(2014).
Modeling of nonlinear biological phenomena modeled by S-systems. Mathematical Biosciences.
249(1), 75-91.
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Datta, A.
(2014).
Aniruddha Datta [People in Control]. IEEE Control Systems.
34(1), 26-27.
-
Mohanty, A. K., Datta, A., & Venkatraj, V.
(2014).
Using the message passing algorithm on discrete data to detect faults in boolean regulatory networks. Algorithms for Molecular Biology.
9(1), 20.
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Yousefi, M. R., Datta, A., & Dougherty, E. R.
(2013).
Optimal Intervention in Markovian Gene Regulatory Networks With Random-Length Therapeutic Response to Antitumor Drug. IEEE Transactions on Biomedical Engineering.
60(12), 3542-3552.
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Khadraoui, S., Nounou, H. N., Nounou, M. N., Datta, A., & Bhattacharyya, S. P.
(2013).
A measurement-based approach for designing reduced-order controllers with guaranteed bounded error. International Journal of Control.
86(9), 1586-1596.
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Nounou, M., Nounou, H., Serpedin, E., Datta, A., & Huang, Y.
(2013).
Computational and statistical approaches for modeling of proteomic and genomic networks. Advances in Bioinformatics.
2013, 561968-2.
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Meskin, N., Nounou, H., Nounou, M., & Datta, A.
(2013).
Parameter estimation of biological phenomena: an unscented Kalman filter approach. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
10(2), 537-543.
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He, B., Baird, R., Butera, R., Datta, A., George, S., Hecht, B., ... Zhang, Y.
(2013).
Grand challenges in interfacing engineering with life sciences and medicine. IEEE Transactions on Biomedical Engineering.
60(3), 589-598.
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Datta, A., Layek, R., Nounou, H., Nounou, M., Mohsenizadeh, N., & Bhattacharyya, S. P.
(2013).
Towards data-based adaptive control. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING.
27(1-2), 122-135.
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Layek, R., & Datta, A.
(2012).
FAULT DETECTION AND INTERVENTION IN BIOLOGICAL FEEDBACK NETWORKS. Journal of Biological Systems.
20(4), 441-453.
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Fnaiech, M. A., Nounou, H. N., Nounou, M. N., & Datta, A.
(2012).
INTERVENTION IN BIOLOGICAL PHENOMENA REPRESENTED BY GENETIC REGULATORY NETWORKS: A VARIABLE STRUCTURE APPROACH. Journal of Biological Systems.
20(4), 327-347.
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Nounou, H. N., Nounou, M. N., Meskin, N., Datta, A., & Dougherty, E. R.
(2012).
Fuzzy intervention in biological phenomena. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
9(6), 1819-1825.
-
Fnaiech, M. A., Nounou, H., Nounou, M., & Datta, A.
(2012).
Intervention in Biological Phenomena via Feedback Linearization. Advances in Bioinformatics.
2012, 534810-9.
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Nounou, M. N., Nounou, H. N., Meskin, N., Datta, A., & Dougherty, E. R.
(2012).
Multiscale denoising of biological data: a comparative analysis. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
9(5), 1539-1544.
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Yousefi, M. R., Datta, A., & Dougherty, E. R.
(2012).
Optimal Intervention Strategies for Therapeutic Methods With Fixed-Length Duration of Drug Effectiveness. IEEE Transactions on Signal Processing.
60(9), 4930-4944.
-
Knight, J. M., Datta, A., & Dougherty, E. R.
(2012).
Generating stochastic gene regulatory networks consistent with pathway information and steady-state behavior. 59(6), 1701-1710.
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Nounou, H., Nounou, M. N., Meskin, N., & Datta, A.
(2012).
Model-free fuzzy intervention in biological phenomena
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Nounou, M., Nounou, H., Meskin, N., & Datta, A.
(2012).
Multiscale denoising of biological data: A comparative analysis
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Meskin, N., Nounou, H. N., Nounou, M., Datta, A., & Dougherty, E. R.
(2011).
Intervention in biological phenomena modeled by S-systems. IEEE Transactions on Biomedical Engineering.
58(5), 1260-1267.
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Layek, R. K., Datta, A., & Dougherty, E. R.
(2011).
From biological pathways to regulatory networks. Molecular Biosystems.
7(3), 843-851.
-
Layek, R., Datta, A., Bittner, M., & Dougherty, E. R.
(2011).
Cancer therapy design based on pathway logic. Bioinformatics.
27(4), 548-555.
-
Dougherty, E., Datta, A., & Qian, X.
(2011).
Intervention in genetic disease using signal processing. SPIE newsroom.
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Dougherty, E. R., Pal, R., Qian, X., Bittner, M. L., & Datta, A.
(2010).
Stationary and structural control in gene regulatory networks: basic concepts. International Journal of Systems Science.
41(1), 5-16.
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Pal, R., Datta, A., & Dougherty, E. R.
(2009).
Bayesian Robustness in the Control of Gene Regulatory Networks. 57(9), 3667-3678.
-
Layek, R., Datta, A., Pal, R., & Dougherty, E. R.
(2009).
Adaptive intervention in probabilistic boolean networks. Bioinformatics.
25(16), 2042-2048.
-
Faryabi, B., Vahedi, G., Chamberland, J., Datta, A., & Dougherty, E. R.
(2009).
Intervention in context-sensitive probabilistic Boolean networks revisited. EURASIP Journal on Bioinformatics and Systems Biology.
2009(1), 360864-13.
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Vahedi, G., Faryabi, B., Chamberland, J., Datta, A., & Dougherty, E. R.
(2009).
Optimal intervention strategies for cyclic therapeutic methods. IEEE Transactions on Biomedical Engineering.
56(2), 281-291.
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Faryabi, B., Vahedi, G., Datta, A., Chamberland, J., & Dougherty, E. R.
(2009).
Recent advances in intervention in markovian regulatory networks. Current Genomics.
10(7), 463-477.
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Vahedi, G., Faryabi, B., Chamberland, J., Datta, A., & Dougherty, E. R.
(2009).
Sampling-rate-dependent probabilistic Boolean networks. Journal of Theoretical Biology.
261(4), 540-547.
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Vahedi, G., Faryabi, B., Chamberland, J., Datta, A., & Dougherty, E. R.
(2008).
Intervention in gene regulatory networks via a stationary mean-first-passage-time control policy. IEEE Transactions on Biomedical Engineering.
55(10), 2319-2331.
-
Faryabi, B., Vahedi, G., Chamberland, J., Datta, A., & Dougherty, E. R.
(2008).
Optimal constrained stationary intervention in gene regulatory networks. EURASIP Journal on Bioinformatics and Systems Biology.
2008(1), 620767-10.
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Faryabi, B., Chamberland, J., Vahedi, G., Datta, A., & Dougherty, E. R.
(2008).
Optimal Intervention in Asynchronous Genetic Regulatory Networks. IEEE Journal of Selected Topics in Signal Processing.
2(3), 412-423.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2008).
Robust intervention in probabilistic Boolean networks. IEEE Transactions on Signal Processing.
56(3), 1280-1294.
-
Faryabi, B., Datta, A., & Dougherty, E. R.
(2007).
On approximate stochastic control in genetic regulatory networks. 1(6), 361-368.
-
Qian, Y., Venkatraj, J., Barhoumi, R., Pal, R., Datta, A., Wild, J. R., & Tiffany-Castiglioni, E.
(2007).
Comparative non-cholinergic neurotoxic effects of paraoxon and diisopropyl fluorophosphate (DFP) on human neuroblastoma and astrocytoma cell lines. TOXICOLOGY AND APPLIED PHARMACOLOGY.
219(2-3), 162-171.
-
Datta, A., Pal, R., Choudhary, A., & Dougherty, E. R.
(2007).
Control approaches for probabilistic gene regulatory networks. IEEE Signal Processing Magazine.
24(1), 54-63.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2006).
Optimal infinite-horizon control for probabilistic Boolean networks. IEEE Transactions on Signal Processing.
54(6), 2375-2387.
-
Datta, A., Pal, R., & Dougherty, E. R.
(2006).
Intervention in probabilistic gene regulatory networks. Current Bioinformatics.
1(2), 167-184.
-
Gu, K.
(2006).
PID Controllers for Time-Delay Systems - [Book Review]. IEEE Control Systems.
26(1), 93-95.
-
Choudhary, A., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2006).
Intervention in a family of Boolean networks. Bioinformatics.
22(2), 226-232.
-
Pal, R., Ivanov, I., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2005).
Generating Boolean networks with a prescribed attractor structure. Bioinformatics.
21(21), 4021-4025.
-
Dougherty, E. R., Datta, A., & Sima, C.
(2005).
Research issues in genomic signal processing. IEEE Signal Processing Magazine.
22(6), 46-68.
-
Pal, R., Datta, A., Fornace, A. J., Bittner, M. L., & Dougherty, E. R.
(2005).
Boolean relationships among genes responsive to ionizing radiation in the NCI 60 ACDS. Bioinformatics.
21(8), 1542-1549.
-
Pal, R., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2005).
Intervention in context-sensitive probabilistic Boolean networks. Bioinformatics.
21(7), 1211-1218.
-
Dougherty, E. R., & Datta, A.
(2005).
Genomic signal processing: Diagnosis and therapy. IEEE Signal Processing Magazine.
22(1), 107-112.
-
Datta, A., Choudhary, A., Bittner, M. L., & Dougherty, E. R.
(2004).
External control in Markovian genetic regulatory networks: the imperfect information case. Bioinformatics.
20(6), 924-930.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2003).
On the stability and controller robustness of some popular PID tuning rules. 48(9), 1638-1641.
-
Datta, A., Choudhary, A., Bittner, M. L., & Dougherty, E. R.
(2003).
External control in Markovian Genetic Regulatory Networks. Machine Learning.
52(1-2), 169-191.
-
Shankar, S., Darbha, S., & Datta, A.
(2002).
Design of a decentralized detection of interacting LTI systems. Mathematical Problems in Engineering.
8(3), 233-248.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2002).
New results on the synthesis of PID controllers. IEEE Transactions on Automatic Control.
47(2), 241-252.
-
Shankar, S., Darbha, S., & Datta, A.
(2002).
Design of a decentralized detection filter for a large collection of interacting LTI systems. Mathematical Problems in Engineering.
8(3), 233-248.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2002).
PID tuning revisited: Guaranteed stability and non-fragility. Proceedings of the ... American Control Conference. American Control Conference.
1-6, 5000-5006.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2001).
PI stabilization of first-order systems with time delay. Automatica.
37(12), 2025-2031.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(2001).
Robust and non-fragile PID controller design. International Journal of Robust and Nonlinear Control.
11(7), 681-708.
-
Xu, H., Datta, A., & Bhattacharyya, S. P.
(2001).
Computation of all stabilizing PID gains for digital control systems. IEEE Transactions on Automatic Control.
46(4), 647-652.
-
Silva, G. J., & Datta, A.
(2001).
Adaptive internal model control: the discretetime case. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING.
15(1), 15-36.
-
Silva, G. J., & Datta, A.
(2001).
Adaptive internal model control: the discrete-time case. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING.
15(1), 15-36.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2001).
Controller design via pade approximation can lead to instability. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
5, 4733-+.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(2000).
Generalizations of the Hermite-Biehler theorem: the complex case. Linear Algebra and Its Applications.
320(1-3), 23-36.
-
Datta, A., & Xing, L.
(1999).
Adaptive internal model control:: H optimization for stable plants. IEEE Transactions on Automatic Control.
44(11), 2130-2134.
-
Ho, M., Datta, A., & Bhattacharyya, S. P.
(1999).
Constant gain stabilization with a specified damping ratio and damped natural frequency. IFAC-PapersOnLine.
32(2), 1360-1365.
-
Datta, A., & Ochoa, J.
(1998).
Adaptive internal model control:: H2 optimization for stable plants. Automatica.
34(1), 75-82.
-
Datta, A., & Ho, M. T.
(1996).
A modified model reference adaptive control scheme for rigid robots. IEEE Transactions on Automation Science and Engineering.
12(3), 466-470.
-
Datta, A., & Ochoa, J.
(1996).
Adaptive Internal Model Control: H2 Optimization for Stable Plants. IFAC-PapersOnLine.
29(1), 5120-5125.
-
Ho, M. T., & Datta, A.
(1996).
Partially decentralized adaptive control of interconnected systems with improved performance. International Journal of Control.
64(3), 529-561.
-
Datta, A., & Bhattacharyya, S. P.
(1996).
On a quantitative theory of robust adaptive control: An interval plant approach. IEEE Transactions on Automatic Control.
41(4), 570-574.
-
Datta, A., & Ochoa, J.
(1996).
Adaptive internal model control design and stability analysis. Automatica.
32(2), 261-266.
-
DATTA, A., & IOANNOU, P. A.
(1995).
DIRECTLY COMPUTABLE L(2) AND L-INFINITY PERFORMANCE BOUNDS FOR MORSES DYNAMIC CERTAINTY EQUIVALENCE ADAPTIVE CONTROLLER. 9(5), 423-432.
-
DATTA, A.
(1994).
ON THE TRANSIENT-BEHAVIOR IN DISCRETE-TIME MODEL-REFERENCE ADAPTIVE-CONTROL - ANALYSIS AND POSSIBLE IMPROVEMENT. Automatica.
30(3), 527-531.
-
DATTA, A., & HO, M. T.
(1994).
ON MODIFYING MODEL-REFERENCE ADAPTIVE-CONTROL SCHEMES FOR PERFORMANCE IMPROVEMENT. IEEE Transactions on Automatic Control.
39(9), 1977-1980.
-
DATTA, A., & IOANNOU, P. A.
(1994).
PERFORMANCE ANALYSIS AND IMPROVEMENT IN MODEL-REFERENCE ADAPTIVE-CONTROL. IEEE Transactions on Automatic Control.
39(12), 2370-2387.
-
DATTA, A.
(1993).
PERFORMANCE IMPROVEMENT IN DECENTRALIZED ADAPTIVE-CONTROL - A MODIFIED-MODEL REFERENCE SCHEME. IEEE Transactions on Automatic Control.
38(11), 1717-1722.
-
DATTA, A.
(1993).
ROBUSTNESS OF DISCRETE-TIME ADAPTIVE CONTROLLERS - AN INPUT-OUTPUT APPROACH. IEEE Transactions on Automatic Control.
38(12), 1852-1857.
-
Datta, A., & Ioannou, P.
(1992).
Decentralized Adaptive Control. Control and Dynamic Systems.
53(C), 125-171.
-
Datta, A., & Ioannou, P.
(1991).
Decentralized indirect adaptive control of interconnected systems. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING.
5(4), 259-281.
-
Ioannou, P. A., & Datta, A.
(1991).
Robust adaptive control: a unified approach. Proceedings of the Institute of Electrical and Electronics Engineers (IEEE).
79(12), 1736-1768.
-
Lahiri, A., Vundavilli, H., Mondal, M., Bhattacharjee, P., Decker, B., Priore, G. D., Reeves, N. P., & Datta, A.
(2023).
Drug Target Identification in Triple Negative Breast Cancer Stem Cell Pathways: A Computational Study of Gene Regulatory Pathways Using Boolean Networks. IEEE Access.
11, 56672-56690.
-
book
-
Datta, A.
(2012).
Adaptive Internal Model Control. Springer Science & Business Media.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2009).
Linear Control Theory: Structure, Robustness, and Optimization. Ed. 33.
CRC Press.
-
Silva, G. J., Datta, A., & Bhattachaiyya, S. P.
(2005).
PID Controllers for Time-Delay Systems. Springer Nature.
-
Datta, A., Ho, M., & Bhattacharyya, S. P.
(2000).
Structure and Synthesis of PID Controllers. Springer Nature.
-
Ioannou, P., & Datta, A.
(1991).
Robust adaptive control: Design, analysis and robustness bounds. Ed. 160.
Springer Nature.
-
Datta, A.
(2012).
Adaptive Internal Model Control. Springer Science & Business Media.
-
chapter
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
A SIGNAL SPACES. Linear Control Theory.
(pp. 825-850).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
B NORMS FOR LINEAR SYSTEMS. Linear Control Theory.
(pp. 851-884).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
CONTROLLER SYNTHESIS FREE OF ANALYTICAL MODELS. Linear Control Theory.
(pp. 225-276).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
DATA DRIVEN SYNTHESIS OF THREE TERM DIGITAL CONTROLLERS. Linear Control Theory.
(pp. 277-308).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
DIGITAL PID CONTROLLER DESIGN. Linear Control Theory.
(pp. 171-198).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
FIRST ORDER CONTROLLERS FOR LTI SYSTEMS. Linear Control Theory.
(pp. 199-224).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
H OPTIMAL MULTIVARIABLE CONTROL. Linear Control Theory.
(pp. 777-824).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
PID CONTROLLERS FOR DELAY-FREE LTI SYSTEMS. Linear Control Theory.
(pp. 43-72).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
PID CONTROLLERS FOR SYSTEMS WITH TIME DELAY. Linear Control Theory.
(pp. 73-170).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
PID CONTROLLERS: AN OVERVIEW OF CLASSICAL THEORY. Linear Control Theory.
(pp. 21-42).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
ROBUST CONTROL DESIGN. Linear Control Theory.
(pp. 567-656).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
ROBUSTNESS AND FRAGILITY. Linear Control Theory.
(pp. 887-904).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
SISO H AND l1 OPTIMAL CONTROL. Linear Control Theory.
(pp. 707-776).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
STABILITY MARGIN COMPUTATION. Linear Control Theory.
(pp. 397-460).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
STABILITY OF A LINE SEGMENT. Linear Control Theory.
(pp. 351-396).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
STABILITY OF A POLYTOPE. Linear Control Theory.
(pp. 461-566).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
STABILITY THEORY FOR POLYNOMIALS. Linear Control Theory.
(pp. 311-350).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
THE LINEAR QUADRATIC REGULATOR. Linear Control Theory.
(pp. 659-706).
Taylor & Francis.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2009).
Linear Control Theory Structure, Robustness, and Optimization PREFACE. LINEAR CONTROL THEORY: STRUCTURE, ROBUSTNESS, AND OPTIMIZATION.
(pp. XVII-+).
-
Datta, A., Choudhary, A., Bittner, M. L., & Dougherty, E. R.
(2008).
Modeling and Control in Cancer Genomics. MODELING AND CONTROL OF COMPLEX SYSTEMS.
(pp. 339-365).
-
Datta, A., & Ioannou, P.
(1992).
Decentralized Adaptive Control* *This work is supported in part by the National Science Foundation under Grant DMC-8452002 and in part by matching funds from the General Motors Foundation. Control and Dynamic Systems.
High Performance Systems Techniques and Applications.
(pp. 125-171).
Elsevier.
-
Bhattacharyya, S. P., Datta, A., & Keel, L. H.
(2018).
A SIGNAL SPACES. Linear Control Theory.
(pp. 825-850).
Taylor & Francis.
-
conference paper
-
Wu, S., Zhu, Y., Datta, A., & Andersson, S. B.
(2023).
Time Optimal Data Harvesting in Two Dimensions through Reinforcement Learning Without Engineered Reward Functions. Proceedings of the ... American Control Conference. American Control Conference.
1289-1294.
-
Vundavilli, H., Tumiati, M., Hautaniemi, S., Datta, A., & Kauppi, L.
(2022).
Image Processing Pipeline to Compute Homologous Recombination Score. 51-56.
-
Lahiri, A., Venkatsubramani, P. S., & Datta, A.
(2018).
Bayesian Modeling of Plant Drought Resistance Pathway. 576-576.
-
Kawam, A. A., & Datta, A.
(2018).
Fast and Efficient Genotype Encoding Using Sparse 2D Bitmaps for Database-Driven Genomics Applications. 74-78.
-
Goel, P., Datta, A., & Mannan, M. S.
(2017).
Application of Big Data analytics in process safety and risk management. 1143-1152.
-
Katiyar, A., Mohanty, A., Sima, C., Hua, J., Lopes, R., Datta, A., & Bittner, M. L.
(2017).
A Bayesian Approach to Determine the Composition of Heterogeneous Cancer Tissue. 773-774.
-
Al Kawam, A., Alshawaqfeh, M., Cai, J., Serpedin, E., & Datta, A.
(2017).
Simulating Variance Heterogeneity in Quantitative Genome Wide Association Studies. 762-763.
-
Sima, C., Hua, J., Lopes, R., Datta, A., & Bittner, M. L.
(2016).
Detecting cell growth and drug response in heterogeneous populations: A dynamic imaging approach. 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering (BIBE).
121-128.
-
Arshad, O. A., & Datta, A.
(2016).
Towards targeted combinatorial therapy design for the treatment of castration-resistant prostate cancer. 529-529.
-
Ghaffari, N., Arshad, O. A., Jeong, H., Thiltges, J., Criscitiello, M. F., Yoon, B., Datta, A., & Johnson, C. D.
(2014).
De novo Transcriptome Assemblies and Annotation for Pacific Whiteleg Shrimp. 1342-1343.
-
Fnaiech, M. A., Khadraoui, S., Nounou, H. N., Nounou, M. N., Guzinski, J., Abu-Rub, H., Datta, A., & Bhattacharyya, S. P.
(2014).
Model-Free Controller Tuning Based on DFT Processing: Application to Induction Motor Drives. IEEE journal of emerging and selected topics in power electronics.
1013-1023.
-
Khadraoui, S., Nounou, H., Nounou, M., & Datta, A.
(2014).
A DATA-BASED APPROACH FOR DESIGNING ADAPTIVE CONTROLLERS FOR UNKNOWN SYSTEMS. 44-47.
-
Mohsenizadeh, D. N., Nounou, H., Nounou, M., & Datta, A.
(2014).
A NEW MEASUREMENT BASED APPROACH TO THE STUDY OF BIOLOGICAL SYSTEMS. 48-52.
-
Khadraoui, S., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2013).
A model-free technique for designing fixed-order controllers. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
6130-6135.
-
Mohanty, A. K., Datta, A., & Venkatraj, J.
(2013).
On The Modeling of Heterogeneity in Cancer Tissue. 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
93-93.
-
Sridharan, S., Datta, A., & Venkatraj, J.
(2013).
Boolean Model to Experimental Validation: A Preliminary Attempt. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
94-95.
-
Arshad, O. A., Venkatasubramami, P. S., Datta, A., & Venkatraj, J.
(2013).
Exploiting the Cancer and Diabetes Metabolic Connection for Therapeutic Purposes. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
44-44.
-
Mohanty, A. K., Datta, A., & Venkatraj, J.
(2013).
On The Modeling of Heterogeneity in Cancer Tissue. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
10-10.
-
Khadraoui, S., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2013).
A Measurement-based approach for tuning of reduced-order controllers. Proceedings of the ... American Control Conference. American Control Conference.
3876-3881.
-
Khadraoui, S., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2013).
Design of reduced-order controllers using a set of measurements: Application to a DC servomotor. Proceedings of the ... American Control Conference. American Control Conference.
4331-4336.
-
Khadraoui, S., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2013).
Robust control design method for uncertain system using a set of measurements. Proceedings of the ... American Control Conference. American Control Conference.
4325-4330.
-
Mohsenizadeh, N., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2013).
A Measurement Based Approach to Mechanical Systems. 1-6.
-
Khadraoui, S., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2013).
A control design method for unknown systems using frequency domain data. 1-6.
-
Varghese, R., Sridharan, S., Datta, A., & Venkatraj, J.
(2013).
Modeling Hypoxia Stress Response Pathways. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
84-84.
-
Layek, R., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2012).
A Measurement Based Approach for Linear Circuit Modeling and Design. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
3821-3826.
-
Mohsenizadeh, N., Nounou, H., Nounou, M., Datta, A., & Bhattacharyya, S. P.
(2012).
A Measurement based Approach to Circuit Design. 27-34.
-
Mohanty, A. K., Datta, A., & Venkatraj, J.
(2012).
Determining the relative prevalence of different subpopulations in heterogeneous cancer tissue. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
95-96.
-
Mansouri, M., Nounou, H., Nounou, M., & Datta, A. A.
(2012).
Modeling of Nonlinear Biological Phenomena Modeled by S-systems Using Bayesian Method. 305-310.
-
Yousefi, M. R., Datta, A., & Dougherty, E. R.
(2012).
Optimal Therapeutic Methods with Random-Length Response in Probabilistic Boolean Networks. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
50-53.
-
Sridharan, S., Layek, R., Datta, A., & Venkatraj, J.
(2012).
Boolean modeling and fault diagnosis in oxidative stress response. BMC GENOMICS.
S4.
-
Yousefi, M. R., Datta, A., & Dougherty, E. R.
(2012).
OPTIMAL CANCER THERAPY BASED ON A TUMOR GROWTH INHIBITION MODEL. 568-571.
-
Nounou, M., Nounou, H., Meskin, N., & Datta, A.
(2012).
Wavelet-based Multiscale Filtering of Genomic Data. 804-809.
-
Sridharan, S., Layek, R., Datta, A., & Venkatraj, J.
(2012).
Boolean Network Model of Oxidative Stress Response Pathways. Proceedings of the ... American Control Conference. American Control Conference.
2737-2742.
-
Meskin, N., Nounou, H., Nounou, M., Datta, A., & Dougherty, E. R.
(2012).
Output-Feedback Model Predictive Control of Biological Phenomena Modeled by S-Systems. Proceedings of the ... American Control Conference. American Control Conference.
1979-1984.
-
Layek, R., Datta, A., Bittner, M., & Dougherty, E. R.
(2011).
Combination Therapy Design for Cancer: A Digital Systems Approach. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
4377-4382.
-
Yousefi, M. R., Datta, A., & Doughrty, E. R.
(2011).
Modeling Cyclic and Acyclic Therapeutic Methods with Persistent Intervention Effect in Probabilistic Boolean Networks. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
38-41.
-
Sridharan, S., Layek, R., Datta, A., & Venkatraj, J.
(2011).
Modelling Oxidative Stress Response Pathways. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
166-169.
-
Meskin, N., Nounou, H., Nounou, M., Datta, A., & Dougherty, E. R.
(2011).
Parameter Estimation of Biological Phenomena Modeled by S-systems: An Extended Kalman Filter Approach. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
4424-4429.
-
Yousefi, M. R., Datta, A., & Dougherty, E. R.
(2011).
Optimal Intervention Strategies for Cyclic Therapeutic Methods with Fixed-Length Duration of Effect. Conference record / Asilomar Conference on Signals, Systems & Computers. Asilomar Conference on Signals, Systems & Computers.
1007-1011.
-
Layek, R., Datta, A., & Bhattacharyya, S. P.
(2011).
Linear Circuits: A Measurement Based Approach. 476-479.
-
Meskin, N., Nounou, H., Nounou, M., Datta, A., & Dougherty, E. R.
(2011).
Intervention in Biological Phenomena Modeled by S-Systems: A Model Predictive Control Approach. Proceedings of the ... American Control Conference. American Control Conference.
3519-3523.
-
Layek, R., Datta, A., & Dougherty, E. R.
(2010).
From Biological Pathways to Regulatory Networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
5781-5786.
-
Pal, R., Datta, A., & Dougherty, E.
(2009).
QUANTIFICATION OF DATA EXTRACTION NOISE IN PROBABILISTIC BOOLEAN NETWORK MODELING. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
9-+.
-
Faryabi, B., Vahedi, G., Chamberland, J., Datta, A., & Dougherty, E. R.
(2009).
OPEN-LOOP FEEDBACK INTERVENTION: CONTROL OF GENE REGULATORY NETWORKS WITH UNMEASURABLE CONTEXT. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
19-20.
-
Layek, R., Datta, A., Pal, R., & Dougherty, E. R.
(2009).
Adaptive Intervention in Probabilistic Boolean Networks. Proceedings of the ... American Control Conference. American Control Conference.
5647-+.
-
Pal, R., Datta, A., & Dougherty, E.
(2008).
Comparison of robust strategies for the control of gene regulatory networks. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
55-+.
-
Vahedi, G., Faryabi, B., Chamberland, J., Datta, A., & Dougherty, E. R.
(2008).
Mean first-passage time control policy versus reinforcement-learning control policy in gene regulatory networks. Proceedings of the ... American Control Conference. American Control Conference.
1394-1399.
-
Faryabi, B., Chamberland, J., Vahedi, G., Datta, A., & Dougherty, E. R.
(2008).
Optimal intervention in semi-Markov-based asynchronous genetic regulatory networks. Proceedings of the ... American Control Conference. American Control Conference.
1388-1393.
-
Faryabi, B., Vahedi, G., Chamberland, J., Datta, A., & Dougherty, E. R.
(2008).
Constrained intervention in a cancerous mammalian cell cycle network. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
51-52.
-
Vahedi, G., Faryabi, B., Chamberland, J., Datta, A., & Dougherty, E.
(2008).
Modeling cyclic therapy in gene regulatory networks. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
53-54.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2007).
Robust intervention in Probabilistic Boolean Networks. Conference record / Asilomar Conference on Signals, Systems & Computers. Asilomar Conference on Signals, Systems & Computers.
29-+.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2007).
Bayesian robustness in the control of gene regulatory networks. 31-35.
-
Faryabi, B., Datta, A., & Dougherty, E. R.
(2007).
On reinforcement learning in genetic regulatory networks. 11-15.
-
Vahedi, G., Datta, A., & Dougherty, E. R.
(2007).
Which control gene should be used in genetic regulatory networks?. 6-10.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2007).
Robust Intervention in Probabilistic Boolean Networks. Proceedings of the ... American Control Conference. American Control Conference.
2405-2410.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2007).
Robustness of intervention strategies for probabilistic Boolean networks. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
87-90.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2007).
Robust intervention in Probabilistic Boolean networks. Proceedings of the ... American Control Conference. American Control Conference.
2438-2443.
-
Choudhary, A., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2006).
Optimal Control in a Family of Boolean Networks. IEEE Conference on Decision and Control.
4200-4205.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2006).
Altering steady-state probabilities in Probabilistic Boolean Networks. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
75-+.
-
Choudhary, A., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2006).
Control in a family of Boolean networks. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
15-+.
-
Pal, R., Ivanov, I., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2006).
Synthesizing Boolean networks with a given attractor structure. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
73-+.
-
Choudhary, A., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2006).
Optimal control in a family of Boolean networks. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
4202-+.
-
Pal, R., Datta, A., & Dougherty, E. R.
(2006).
Optimal infinite horizon control for probabilistic Boolean networks. Proceedings of the ... American Control Conference. American Control Conference.
668-+.
-
Choudhary, A., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2005).
Assignment of terminal penalties in controlling genetic regulatory networks. Proceedings of the ... American Control Conference. American Control Conference.
417-422.
-
Pal, R., Datta, A., Bittner, M. L., & Dougherty, E. R.
(2005).
External control in a special class of Probabilistic Boolean Networks. Proceedings of the ... American Control Conference. American Control Conference.
411-416.
-
Ho, M. T., Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2004).
Real and complex stabilization: Stability and performance. Proceedings of the ... American Control Conference. American Control Conference.
4126-4138.
-
Ho, M., Suva, G. J., Datta, A., & Bhattacharyya, S. R.
(2004).
Real and complex stabilization: stability and performance. Proceedings of the ... American Control Conference. American Control Conference.
4126-4138 vol.5.
-
Datta, A., Choudhary, A., Bittner, M. L., & Dougherty, E. R.
(2003).
Application of dynamic programming in genetic regulatory networks. IEEE Conference on Decision and Control.
2817-2822.
-
Datta, A., Choudhary, A., Bittner, M. L., & Dougherty, E. R.
(2003).
External control in Markovian Genetic Regulatory Networks. Proceedings of the ... American Control Conference. American Control Conference.
3614-3619.
-
Xu, H., Datta, A., & Bhattacharyya, S. P.
(2003).
PED stabilization of LTI plants with time-delay. 4038-4043.
-
Xu, H., Datta, A., & Bhattacharyya, S. P.
(2003).
PID stabilization of LTI plants with time-delay. IEEE Conference on Decision and Control.
4038-4043.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2002).
Robust control design using the PID controller. IEEE Conference on Decision and Control.
1313-1318.
-
Xu, H., Datta, A., & Bhattacharyya, S. P.
(2002).
Plant-robust and controller-robust discrete-time PID design. Proceedings of the ... American Control Conference. American Control Conference.
3529-3533.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2002).
Robust Control Design Using the PID Controller11This work was supported in part by the National Science Foundation under Grant No. ECS-9903488, in part by the Texas Advanced Technology Program under Grant No. 000512-0099-1999, and in part by the National Cancer Institute under Grant No. CA 90301. 1313-1318.
-
Shankar, S., Swaroop, D., & Datta, A.
(2001).
Design of a decentralized detection filter for a class of interconnected systems. 1719-1728.
-
Shankar, S., Swaroop, D., & Datta, A.
(2001).
Design of a Decentralized Detection Filter for a Class of Interconnected Systems. 767-776.
-
Xing, L., & Datta, A.
(2001).
Adaptive Model Algorithmic Control11This work was supported in part by the National Science Foundation under Grant No. ECS-9903488 and in part by the Texas Advanced Technology Program under Grant No. 0005120099-1999. 4155-4160.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2001).
Determination of Stabilizing Feedback Gains for Second-order Systems with Time Delay11This work was supported in part by the National Science Foundation under Grant No. ECS-9903488 and in part by the Texas Advanced Technology Program under Grant No. 0005120099-1999. 4658-4663.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2001).
Stabilization of First-order Systems with Time Delay using the PID controller11This work was supported in part by the National Science Foundation under Grant No. ECS-9903488 and in part by the Texas Advanced Technology Program under Grant No. 000512-0099-1999. 4650-4655.
-
Xing, L., & Datta, A.
(2001).
Adaptive model algorithmic control. Proceedings of the ... American Control Conference. American Control Conference.
4155-4160.
-
Xu, H., Datta, A., & Bhattacharyya, S. P.
(2001).
Computation of all stabilizing PID gains for digital control systems. Proceedings of the ... American Control Conference. American Control Conference.
2033-2037.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2001).
Determination of stabilizing feedback gains for second-order systems with time delay. Proceedings of the ... American Control Conference. American Control Conference.
4658-4663.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2001).
Stabilization of first-order systems with time delay using the PID controller. Proceedings of the ... American Control Conference. American Control Conference.
4650-4655.
-
Silva, G. J., Datta, A., & Bhattacharyya, S. P.
(2000).
Stabilization of time delay systems. Proceedings of the ... American Control Conference. American Control Conference.
963-970.
-
Silva, G. J., & Datta, A.
(1999).
Adaptive internal model control: The discrete-time case. Proceedings of the ... American Control Conference. American Control Conference.
547-555.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1999).
Generalizations of the Hermite-Biehler theorem. Linear Algebra and Its Applications.
135-153.
-
Xing, L., & Datta, A.
(1999).
Decentralized adaptive internal model control for multi-input multi-output systems. Proceedings of the ... American Control Conference. American Control Conference.
39-46 vol.1-46.
-
Datta, A., & Xing, L.
(1998).
The theory and design of adaptive internal model control schemes. Proceedings of the ... American Control Conference. American Control Conference.
3677-3684.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1998).
An extension of the generalized Hermite-Biehler Theorem: Relaxation of earlier assumptions. Proceedings of the ... American Control Conference. American Control Conference.
3206-3209.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1998).
Design of P, PI and PID controllers for interval plants. Proceedings of the ... American Control Conference. American Control Conference.
2496-2501.
-
Ho, M. T., Datta, A., Keel, L. H., & Bhattacharyya, S. P.
(1997).
Robust and optimal PID controller design. IFAC-PapersOnLine.
55-60.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1997).
A linear programming characterization of all stabilizing PID controllers. Proceedings of the ... American Control Conference. American Control Conference.
3922-3928.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1997).
Control system design using low order controllers: Constant gain, PI and PID. Proceedings of the ... American Control Conference. American Control Conference.
571-578.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1997).
Feedback stabilization of discrete-time systems via the generalized Hermite-Biehler theorem. IEEE Conference on Decision and Control.
908-914.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1996).
A new approach to feedback stabilization. IEEE Conference on Decision and Control.
4643-4648.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1996).
An elementary derivation of the Routh-Hurwitz criterion. IEEE Conference on Decision and Control.
3595-3597.
-
Datta, A., & Ioannou, P. A.
(1996).
Modified model reference adaptive control: Design, analysis and performance bounds. Lecture Notes in Control and Information Sciences.
27-67.
-
Ho, M. T., Datta, A., & Bhattacharyya, S. P.
(1995).
A generalization of the Hermite-Biehler Theorem. Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control.
130-131.
-
DATTA, A., & IOANNOU, P. A.
(1995).
Directly computable L(2) and L(x) performance bounds for Morse's dynamic certainty equivalence adaptive controller. Proceedings of the ... American Control Conference. American Control Conference.
589-591.
-
DATTA, A., & BHATTACHARYYA, S. P.
(1995).
On determining the delta and theta Hurwitz stability of interval polynomials. Proceedings of the ... American Control Conference. American Control Conference.
2396-2398.
-
DATTA, A.
(1994).
ON THE TRANSIENT BEHAVIOUR IN DISCRETE-TIME MODEL REFERENCE ADAPTIVE CONTROL. 233-236.
-
DATTA, A., & BHATTACHARYYA, S. P.
(1994).
ON A QUANTITATIVE THEORY OF ROBUST ADAPTIVE-CONTROL - AN INTERVAL PLANT APPROACH. Proceedings of the ... American Control Conference. American Control Conference.
58-62.
-
DATTA, A., & HO, M. T.
(1993).
COMPUTED TORQUE ADAPTIVE-CONTROL OF RIGID ROBOTS WITH IMPROVED TRANSIENT PERFORMANCE. 1418-1422.
-
DATTA, A.
(1993).
TRANSIENT PERFORMANCE IMPROVEMENT IN CONTINUOUS-TIME MODEL-REFERENCE ADAPTIVE-CONTROL - AN L1 FORMULATION. 294-295.
-
DATTA, A.
(1993).
DISCRETE-TIME ROBUST ADAPTIVE-CONTROL USING THE LYAPUNOV-SPR APPROACH. 2200-2204.
-
DATTA, A., & HO, M. T.
(1993).
ON MODIFYING MODEL-REFERENCE ADAPTIVE-CONTROL SCHEMES FOR PERFORMANCE IMPROVEMENT. IEEE Conference on Decision and Control.
1093-1094.
-
Datta, A.
(1992).
Robustness of discrete-time adaptive controllers: An input-output approach. Proceedings of the ... American Control Conference. American Control Conference.
1207-1211.
-
Datta, A.
(1992).
Performance improvement in decentralized adaptive control: a modified model reference scheme. 1346-1351 vol.2.
-
DATTA, A., & IOANNOU, P. A.
(1991).
PERFORMANCE IMPROVEMENT VERSUS ROBUST STABILITY IN MODEL-REFERENCE ADAPTIVE-CONTROL. IEEE Conference on Decision and Control.
748-753.
-
Datta, A., & Ioannou, P.
(1990).
Robustness analysis of commonly used adaptive control structures. IEEE Conference on Decision and Control.
3220-3225.
-
Datta, A., & Ioannou, P.
(1990).
Decentralized indirect adaptive control of interconnected systems. Proceedings of the ... American Control Conference. American Control Conference.
55-60.
-
Wu, S., Zhu, Y., Datta, A., & Andersson, S. B.
(2023).
Time Optimal Data Harvesting in Two Dimensions through Reinforcement Learning Without Engineered Reward Functions. Proceedings of the ... American Control Conference. American Control Conference.
1289-1294.
-
institutional repository document
-
Lahiri, A., Zhou, L., He, P., & Datta, A.
(2021).
Detecting Drought Regulators using Stochastic Inference in Bayesian Networks
-
Lahiri, A., Rastogi, K., Datta, A., & Septiningsih, E. M.
(2021).
Bayesian Network Analysis of Lysine Biosynthesis Pathway in Rice
-
Lahiri, A., Zhou, L., He, P., & Datta, A.
(2020).
Detecting Drought Regulators using Stochastic Inference in Bayesian Networks
-
Vundavilli, H., Tripathi, L. P., Datta, A., & Mizuguchi, K.
(2020).
Network Modeling and Inference of Peroxisome Proliferator-Activated Receptor Pathway in High fat diet-linked Obesity
-
Vundavilli, H., Datta, A., Sima, C., Hua, J., Lopes, R., & Bittner, M.
(2020).
Targeting Oncogenic Mutations in Colorectal Cancer using Cryptotanshinone
-
Lahiri, A., Zhou, L., He, P., & Datta, A.
(2021).
Detecting Drought Regulators using Stochastic Inference in Bayesian Networks
Research
principal investigator on
- Cancer Therapeutics Through Theory and Experiment: From Cell Lines to Canine Tumors Grown on the Back of Mice awarded by National Science Foundation - (Arlington, Virginia, United States) 2019 - 2022
- Identification of Drug Targets and Their Validation in Cancer Therapy Design awarded by National Science Foundation - (Arlington, Virginia, United States) 2016 - 2020
- Exploiting Heterogeneity and Metabolic Alterations in Cancer Therapy Design awarded by National Science Foundation - (Arlington, Virginia, United States) 2014 - 2018
Teaching
teaching activities
- ECEN214 Elec Circuit Theory Instructor
- ECEN314 Signals And Systems Instructor
- ECEN419 Genomic Signal Process Instructor
- ECEN420 Linear Conrol Systems Instructor
- ECEN491 Hnr-research Instructor
- ECEN608 Modern Control Instructor
- ECEN609 Adaptive Control Instructor
- ECEN669 Eng Application Genomics Instructor
- ECEN684 Professional Internship Instructor
- ECEN685 Directed Studies Instructor
- ECEN689 Sptp: Engr Appl Plant Genomics Instructor
- ECEN691 Research Instructor
Works By Students
chaired theses and dissertations
-
Abante Llenas, Jordi (2016-04). HiMMe, A Next-Generation Sequencing Quality Assessment and Correction Tool Based on Hidden Markov Models.
-
Al Kawam, Ahmad (2018-06). Towards the Next Generation of Clinical Decision Support: Overcoming the Integration Challenges of Genomic Data and Electronic Health Records.
-
Al Kawam, Ahmad (2018-08). Towards the Next Generation of Clinical Decision Support: Overcoming the Integration Challenges of Genomic Data and Electronic Health Records.
-
Arshad, Osama Ali (2017-02). On Boolean Modeling of Gene Regulatory Networks for Improved Cancer Combinatorial Therapy Design and Transcriptome Assemblies for Pacific Whiteleg Shrimp.
-
Choudhary, Ashish (2006-10). Intervention in gene regulatory networks.
-
Dasgupta, Sumantra (2004-09). Reconstruction of 3D rigid body motion in a virtual environment from a 2D image sequence.
-
Guo, Zhengyu (2017-11). Applications of High-Throughput Sequencing Data Analysis in Transcriptional Studies.
-
Hill, Aaron Jamison (2013-08). Towards Real Time Optimal Auto-tuning of PID Controllers.
-
Kapoor, Rajan (2017-05). Expectation-Maximization Based Mixture-Model Exploiting Pathway Knowledge for Cancer Heterogeneity.
-
Katiyar, Ashish (2017-04). Determination of Cancer Tissue Heterogeneity.
-
Lahiri, Aditya (2018-07). Bayesian Modeling of Plant Drought Resistance Pathway.
-
Layek, Ritwik (2012-07). Pathways, Networks and Therapy: A Boolean Approach to Systems Biology.
-
Mathur, Tushar Dutt (2018-11). Decentralized Control of an Activated Sludge Process via Modern Pid Tuning Techniques with Guaranteed Stability Margins.
-
Mendonca, Rouella J. (2010-01). PI Control of Gene Expression in Tumorous Cell Lines.
-
Mishra, Bibhu Prasad (2018-06). Customization of Treatment for Cancer Patients: An Engineering Approach.
-
Mishra, Bibhu Prasad (2018-08). Customization of Treatment for Cancer Patients: An Engineering Approach.
-
Mohanty, Anwoy Kumar (2015-08). Bayesian Models for Gene Regulatory Networks Applied to Cancer Tissues.
-
Pal, Ranadip (2004-11). Discovering relationships in genetic regulatory networks.
-
Pal, Ranadip (2009-05). Modeling and control of genetic regulatory networks.
-
Rezaei Yousefi, Mohammadmahdi (2013-04). Optimal Intervention in Markovian Genetic Regulatory Networks for Cancer Therapy.
-
Saraf, Radhika Shailesh (2017-04). H2 Optimal Sensing Architecture with Model Uncertainty.
-
Satpathy, Sitanshu (2017-10). Probabilistic Analysis of Pair Wise Gene Interactions Using Support Vector Clustering.
-
Shahrokh Esfahani, Mohammad (2014-04). Using Prior Knowledge in the Design of Classifiers.
-
Sundararajan Venkatasubramani, Priyadharshini (2017-08). Bayesian Network Modeling and Inference in Plant Gene Networks And Analysis of Sequencing and Imaging Data.
-
Vakulabaranam Sridharan, Sriram (2015-01). Biological Pathways Based Approaches to Model and Control Gene Regulatory Networks.
-
Varghese, Rajani Rajan (2014-01). Boolean Network Model of Hypoxia Stress Response Pathway.
-
Xu, Hao (2005-02). Synthesis and design of PID controllers.
Background
education and training
- M.S. in Applied Mathematics, University of Southern California - (Los Angeles, California, United States) 1991
- Ph.D. in Electrical Engineering, University of Southern California - (Los Angeles, California, United States) 1991
- M.S.E. in Electrical Engineering, Southern Illinois University Carbondale - (Carbondale, Illinois, United States) 1987
- B.T. in Electrical Engineering, Indian Institute of Technology Kharagpur - (Kharagpur, India) 1985
awards and honors
- Fellow, conferred by Institute of Electrical and Electronics Engineers - (Piscataway, New Jersey, United States), 2009
- Eugene E. Webb '43 Faculty Fellowship, conferred by Texas A&M University - (College Station, Texas, United States), 2006
- J. W. Runyon, Jr. '35 Endowed Professorship, conferred by Texas A&M University - (College Station, Texas, United States), 2006
Contact
first name
- Aniruddha
has last name
- Datta
mailing address
-
Texas A&M University
Electrical Engineering
3128 TAMU
College Station, TX 77843-3128
USA
Other
- a-datta@tamu.edu