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Devdatt Dubhashi

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Articles 10
Citations 186
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Recent Articles
1.
Tozluoglu C, Dhamal S, Yeh S, Sprei F, Liao Y, Marathe M, et al.
Data Brief . 2023 May; 48:109209. PMID: 37228419
A synthetic population is a simplified microscopic representation of an actual population. Statistically representative at the population level, it provides valuable inputs to simulation models (especially agent-based models) in research...
2.
Zrimec J, Fu X, Muhammad A, Skrekas C, Jauniskis V, Speicher N, et al.
Nat Commun . 2022 Aug; 13(1):5099. PMID: 36042233
Design of de novo synthetic regulatory DNA is a promising avenue to control gene expression in biotechnology and medicine. Using mutagenesis typically requires screening sizable random DNA libraries, which limits...
3.
Adiga A, Dubhashi D, Lewis B, Marathe M, Venkatramanan S, Vullikanti A
J Indian Inst Sci . 2020 Nov; 100(4):793-807. PMID: 33144763
COVID-19 pandemic represents an unprecedented global health crisis in the last 100 years. Its economic, social and health impact continues to grow and is likely to end up as one...
4.
Adiga A, Dubhashi D, Lewis B, Marathe M, Venkatramanan S, Vullikanti A
ArXiv . 2020 Sep; PMID: 32995366
COVID-19 pandemic represents an unprecedented global health crisis in the last 100 years. Its economic, social and health impact continues to grow and is likely to end up as one...
5.
Kageback M, Carlsson E, Dubhashi D, Sayeed A
PLoS One . 2020 Jul; 15(7):e0234894. PMID: 32667959
We present a multi-agent computational approach to partitioning semantic spaces using reinforcement-learning (RL). Two agents communicate using a finite linguistic vocabulary in order to convey a concept. This is tested...
6.
Jethava V, Bhattacharyya C, Dubhashi D, Vemuri G
BMC Bioinformatics . 2011 Aug; 12:327. PMID: 21824426
Background: Temporal analysis of gene expression data has been limited to identifying genes whose expression varies with time and/or correlation between genes that have similar temporal profiles. Often, the methods...
7.
Norberg P, Bergstrom M, Jethava V, Dubhashi D, Hermansson M
Nat Commun . 2011 Apr; 2:268. PMID: 21468020
Plasmids are important members of the bacterial mobile gene pool, and are among the most important contributors to horizontal gene transfer between bacteria. They typically harbour a wide spectrum of...
8.
Clermont G, Auffray C, Moreau Y, Rocke D, Dalevi D, Dubhashi D, et al.
Genome Med . 2009 Sep; 1(9):88. PMID: 19754960
Systems biology has matured considerably as a discipline over the last decade, yet some of the key challenges separating current research efforts in systems biology and clinically useful results are...
9.
Dalevi D, Dubhashi D, Hermansson M
Stat Appl Genet Mol Biol . 2006 May; 5:Article8. PMID: 16646872
Recently Peres and Shields discovered a new method for estimating the order of a stationary fixed order Markov chain. They showed that the estimator is consistent by proving a threshold...
10.
Dalevi D, Dubhashi D, Hermansson M
Bioinformatics . 2006 Jan; 22(5):517-22. PMID: 16403797
Motivation: Analyses of genomic signatures are gaining attention as they allow studies of species-specific relationships without involving alignments of homologous sequences. A naïve Bayesian classifier was built to discriminate between...