Search Results - "network inference algorithms"

Simulation and Reconstruction of Metabolite-Metabolite Association Networks Using a Metabolic Dynamic Model and Correlation Based Algorithms by Jahagirdar, Sanjeevan, Suarez-Diez, Maria, Saccenti, Edoardo

“… In this study we evaluate the performance of several network inference algorithms (PCLRC, MRNET, GENIE3, TIGRESS, and modifications of the MRNET algorithm, together with standard Pearson's and Spearman's correlation…”
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A systems biology analysis of brain microvascular endothelial cell lipotoxicity by Aung, Hnin H, Tsoukalas, Athanasios, Rutledge, John C, Tagkopoulos, Ilias

“…Background Neurovascular inflammation is associated with a number of neurological diseases including vascular dementia and Alzheimer’s disease, which are…”
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Uncertainty Quantification of Network Inference With Data Sufficiency by Singhal, Bharat, Ocampo-Espindola, Jorge Luis, Nikhil, K. L., Herzog, Erik D., Kiss, Istvan Z., Li, Jr-Shin

“… Although data-driven network inference algorithms have made significant strides in recent years, determining how much data is required so that the inferred network topology faithfully mirrors…”
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Reconstructing Generalized Logical Networks of Transcriptional Regulation in Mouse Brain from Temporal Gene Expression Data by Song, Mingzhou(Joe), Lewis, Chris K., Lance, Eric R., Chesler, Elissa J., Yordanova, Roumyana Kirova, Langston, Michael A., Lodowski, Kerrie H., Bergeson, Susan E.

“… The multinomial hypothesis testing-based network reconstruction allows for explicit specification of the false-positive rate, unique from all extant network inference algorithms…”
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Directed information for complex network analysis from multivariate time series by Liu, Ying

“…Complex networks, ranging from gene regulatory networks in biology to social networks in sociology, have received growing attention from the scientific…”
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Simulation and reconstruction ofmetabolite-metabolite association networks usinga metabolic dynamic model and correlation based-algorithms by Jahagirdar, Sanjeevan, Suarez-Diez, Maria, Saccenti, Edoardo

“… In this study we evaluate the performance of several network inference algorithms (PCLRC, MRNET, GENIE3, TIGRESS and modifications of the MR-NET algorithm, together with standard Pearson’s and Spearman’s correlation…”
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Simulation and reconstruction of metabolite-metabolite association networks using a metabolic dynamic model and correlation based-algorithms by Jahagirdar, Sanjeevan, Suarez-Diez, Maria, Saccenti, Edoardo

“… In this study we evaluate the performance of several network inference algorithms (PCLRC, MRNET, GENIE3, TIGRESS and modifications of the MR-NET algorithm, together with standard Pearson's and Spearman's correlation…”
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A Symmetry-Based Method to Infer Structural Brain Networks from Probabilistic Tractography Data by Shadi, Kamal, Bakhshi, Saideh, Gutman, David A., Mayberg, Helen S., Dovrolis, Constantine

“…) from probabilistic tractography data. The proposed method, referred to as Minimum Asymmetry Network Inference Algorithm (MANIA…”
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Low-Bit Precision Neural Network Architecture with High Immunity to Variability and Random Telegraph Noise based on Resistive Memories by Zanotti, Tommaso, Puglisi, Francesco Maria, Pavan, Paolo

“…) are a promising candidate for the development of ultra-low power hardware accelerators that could enable the deployment of deep neural networks inference algorithms on energy constrained devices…”
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A symmetry-based method to infer structural brain networks from tractography data by Kamal, Shadi, Bakhshi, Saideh, Gutman, David A, Mayberg, Helen S, Dovrolis, Constantine

“…) from tractography data. The proposed method, referred to as Minimum Asymmetry Network Inference Algorithm (MANIA…”
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