Galstyan A - Search Results

1

Identifying geopolitical event precursors using attention-based LSTMs.

Hossain KSMT, Harutyunyan H, Ning Y, Kennedy B, Ramakrishnan N, Galstyan A. Hossain KSMT, et al. Among authors: galstyan a. Front Artif Intell. 2022 Oct 31;5:893875. doi: 10.3389/frai.2022.893875. eCollection 2022. Front Artif Intell. 2022. PMID: 36388399 Free PMC article.

2

Le Chatelier's principle in replicator dynamics.

Allahverdyan AE, Galstyan A. Allahverdyan AE, et al. Among authors: galstyan a. Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Oct;84(4 Pt 1):041117. doi: 10.1103/PhysRevE.84.041117. Epub 2011 Oct 13. Phys Rev E Stat Nonlin Soft Matter Phys. 2011. PMID: 22181097

3

Multitask learning and benchmarking with clinical time series data.

Harutyunyan H, Khachatrian H, Kale DC, Ver Steeg G, Galstyan A. Harutyunyan H, et al. Among authors: galstyan a. Sci Data. 2019 Jun 17;6(1):96. doi: 10.1038/s41597-019-0103-9. Sci Data. 2019. PMID: 31209213 Free PMC article.

4

A survey of human judgement and quantitative forecasting methods.

Zellner M, Abbas AE, Budescu DV, Galstyan A. Zellner M, et al. Among authors: galstyan a. R Soc Open Sci. 2021 Feb 24;8(2):201187. doi: 10.1098/rsos.201187. R Soc Open Sci. 2021. PMID: 33972849 Free PMC article. Review.

5

A macroscopic analytical model of collaboration in distributed robotic systems.

Lerman K, Galstyan A, Martinoli A, Ijspeert A. Lerman K, et al. Among authors: galstyan a. Artif Life. 2001;7(4):375-93. doi: 10.1162/106454601317297013. Artif Life. 2001. PMID: 11911788

6

Quantifying machine influence over human forecasters.

Abeliuk A, Benjamin DM, Morstatter F, Galstyan A. Abeliuk A, et al. Among authors: galstyan a. Sci Rep. 2020 Sep 29;10(1):15940. doi: 10.1038/s41598-020-72690-4. Sci Rep. 2020. PMID: 32994447 Free PMC article.

7

Uncovering Biologically Coherent Peripheral Signatures of Health and Risk for Alzheimer's Disease in the Aging Brain.

Riedel BC, Daianu M, Ver Steeg G, Mezher A, Salminen LE, Galstyan A, Thompson PM; Alzheimer’s Disease Neuroimaging Initiative. Riedel BC, et al. Among authors: galstyan a. Front Aging Neurosci. 2018 Nov 29;10:390. doi: 10.3389/fnagi.2018.00390. eCollection 2018. Front Aging Neurosci. 2018. PMID: 30555318 Free PMC article.

8

q-Diffusion leverages the full dimensionality of gene coexpression in single-cell transcriptomics.

Marmarelis MG, Littman R, Battaglin F, Niedzwiecki D, Venook A, Ambite JL, Galstyan A, Lenz HJ, Ver Steeg G. Marmarelis MG, et al. Among authors: galstyan a. Commun Biol. 2024 Apr 2;7(1):400. doi: 10.1038/s42003-024-06104-w. Commun Biol. 2024. PMID: 38565955 Free article.

9

Discovering Higher-Order Interactions Through Neural Information Decomposition.

Reing K, Ver Steeg G, Galstyan A. Reing K, et al. Among authors: galstyan a. Entropy (Basel). 2021 Jan 7;23(1):79. doi: 10.3390/e23010079. Entropy (Basel). 2021. PMID: 33430463 Free PMC article.

10

Stacking models for nearly optimal link prediction in complex networks.

Ghasemian A, Hosseinmardi H, Galstyan A, Airoldi EM, Clauset A. Ghasemian A, et al. Among authors: galstyan a. Proc Natl Acad Sci U S A. 2020 Sep 22;117(38):23393-23400. doi: 10.1073/pnas.1914950117. Epub 2020 Sep 4. Proc Natl Acad Sci U S A. 2020. PMID: 32887799 Free PMC article.

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