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Aram Galstyan

University of Manchester

40H-index
327Paper Count
6.7KCitation Count
Published Papers 15
Publication Date
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q-Diffusion leverages the full dimensionality of gene coexpression in single-cell transcriptomics
errCOMMUNICATIONS BIOLOGY
IF5.1
err2024-04-02
err0
errOAAI
errMarmarelis, Myrl G.; Littman, Russell; Battaglin, Francesca; Niedzwiecki, Donna; Venook, Alan; Ambite, Jose-Luis; Galstyan, Aram; Lenz, Heinz-Josef; Ver Steeg, Greg
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Identifying geopolitical event precursors using attention-based LSTMs
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-10-31
err1
errOAAI
errHossain, K. S. M. Tozammel; Harutyunyan, Hrayr; Ning, Yue; Kennedy, Brendan; Ramakrishnan, Naren; Galstyan, Aram
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Inferring topological transitions in pattern-forming processes with self-supervised learning
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-09-22
err10
errOAAI
errAbram, Marcin; Burghardt, Keith; Ver Steeg, Greg; Galstyan, Aram; Dingreville, Remi
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NERO: a biomedical named-entity (recognition) ontology with a large, annotated corpus reveals meaningful associations through text embedding
errNPJ SYSTEMS BIOLOGY AND APPLICATIONS
IF3.5
err2021-10-20
err7
errOAAI
errWang, Kanix; Stevens, Robert; Alachram, Halima; Li, Yu; Soldatova, Larisa; King, Ross; Ananiadou, Sophia; Schoene, Annika M.; Li, Maolin; Christopoulou, Fenia; Ambite, Jose Luis; Matthew, Joel; Garg, Sahil; Hermjakob, Ulf; Marcu, Daniel; Sheng, Emily; Beissbarth, Tim; Wingender, Edgar; Galstyan, Aram; Gao, Xin; Chambers, Brendan; Pan, Weidi; Khomtchouk, Bohdan B.; Evans, James A.; Rzhetsky, Andrey
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A Survey on Bias and Fairness in Machine Learning
errACM COMPUTING SURVEYS
IF28
err2021-07-13
err1.7K
errOAAI
errMehrabi, Ninareh; Morstatter, Fred; Saxena, Nripsuta; Lerman, Kristina; Galstyan, Aram
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Bin2vec: learning representations of binary executable programs for security tasks
errCYBERSECURITY
IF3.7
err2021-07-01
err9
errOAAI
errArakelyan, Shushan; Arasteh, Sima; Hauser, Christophe; Kline, Erik; Galstyan, Aram
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Quantifying machine influence over human forecasters
errSCIENTIFIC REPORTS
IF3.9
err2020-09-29
err13
errOAAI
errAbeliuk, Andres; Benjamin, Daniel M.; Morstatter, Fred; Galstyan, Aram
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Stacking models for nearly optimal link prediction in complex networks
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2020-09-04
err97
errOAAI
errGhasemian, Amir; Hosseinmardi, Homa; Galstyan, Aram; Airoldi, Edoardo M.; Clauset, Aaron
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Adaptive decision making via entropy minimization
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2018-12-01
err18
errOAAI
errAllahverdyan, Armen E.; Galstyan, Aram; Abbas, Ali E.; Struzik, Zbigniew R.
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Scalable Temporal Latent Space Inference for Link Prediction in Dynamic Social Networks
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2016-10-01
err208
errOAAI
errZhu, Linhong; Guo, Dong; Yin, Junming; Ver Steeg, Greg; Galstyan, Aram
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errSave
Using Social Media, Online Social Networks, and Internet Search as Platforms for Public Health Interventions: A Pilot Study
errHEALTH SERVICES RESEARCH
IF3.2
err2016-05-10
err32
errOAAI
errHuesch, Marco D.; Galstyan, Aram; Ong, Michael K.; Doctor, Jason N.
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errSave
Top-down vs bottom-up methodologies in multi-agent system design
errAUTONOMOUS ROBOTS
IF4.3
err2008-01-05
err71
PREAI
errCrespi, Valentino; Galstyan, Aram; Lerman, Kristina
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Analysis of dynamic task allocation in multi-robot systems
errINTERNATIONAL JOURNAL OF ROBOTICS RESEARCH
IF5
err2006-03-01
err209
errOAAI
errLerman, K; Jones, C; Galstyan, A; Mataric, MJ
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errSave
Hormone-inspired self-organization and distributed control of robotic swarms
errAUTONOMOUS ROBOTS
IF4.3
err2004-07-01
err160
PREAI
errShen, WM; Will, P; Galstyan, A; Chuong, CM
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Mathematical model of foraging in a group of robots: Effect of interference
errAUTONOMOUS ROBOTS
IF4.3
err2002-01-01
err144
PREAI
errLerman, K; Galstyan, A
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
H
Heinz‐Josef Lenz
H-index: 106 · Papers: 1.9K
A
Alan P. Venook
H-index: 96 · Papers: 777
D
Donna Niedzwiecki
H-index: 88 · Papers: 605
M
Maja J. Matarić
H-index: 84 · Papers: 668
高
高欣 (Xin Gao)
H-index: 72 · Papers: 963
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