Search Results - "network inference algorithm"

The Differentiation of Residents’ Cultural Consumption Tendency and Consumption Recommendation System Based on Network Inference Algorithm by Lian, Naiyu, Xu, Hengzhe, Zhang, Feiyang

“…To address the issue of insufficient accuracy in consumer recommendation systems, a new biased network inference algorithm is proposed based on traditional…”
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Evaluating functional network inference using simulations of complex biological systems by Smith, V. Anne, Jarvis, Erich D., Hartemink, Alexander J.

“…Motivation: Although many network inference algorithms have been presented in the bioinformatics literature, no suitable approach has been formulated for…”
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Exploration of leukemia gene regulatory networks using a systems biology approach by Dong Ling Tong, Ball, Graham R.

“…Despite extensive studies in cytogenetic and mutations in leukemia cancer, new diagnoses were detected each year. This is due to multifactorial characteristic…”
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Identifying strengths and weaknesses of methods for computational network inference from single-cell RNA-seq data by McCalla, Sunnie Grace, Fotuhi Siahpirani, Alireza, Li, Jiaxin, Pyne, Saptarshi, Stone, Matthew, Periyasamy, Viswesh, Shin, Junha, Roy, Sushmita

“…Abstract Single-cell RNA-sequencing (scRNA-seq) offers unparalleled insight into the transcriptional programs of different cellular states by measuring the…”
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k- Strong Inference Algorithm: A Hybrid Information Theory Based Gene Network Inference Algorithm by Cingiz, Mustafa Özgür

“…Gene networks allow researchers to understand the underlying mechanisms between diseases and genes while reducing the need for wet lab experiments. Numerous…”
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The Performance Comparison of Gene Co-expression Networks of Breast and Prostate Cancer using Different Selection Criteria by Cingiz, Mustafa Özgür, Biricik, Göksel, Diri, Banu

“…Gene co-expression networks (GCN) present undirected relations between genes to understand molecular structures behind the diseases, including cancer. The…”
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Topological and biological assessment of gene networks using miRNA- target gene data by Cingiz, Mustafa Ozgur, Diri, Banu

“…In recent years, different biological data sets obtained by the next generation sequencing techniques have enhanced the analysis of the underlying molecular…”
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The inference of gene co-expression networks of breast and colon cancer using miRNA-target gene interactions data by Cingiz, Mustafa Ozgur, Diri, Banu

“…Determination of disease related biological processes and the estimation of molecular interactions related to these processes are important to understand the…”
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Tools for in-Silico Reconstruction and Visualization of Gene Regulatory Networks (GRN) by Kharumnuid, Graciously, Roy, Swarup

“…Plethora of software tools are available for inference and visualization of Gene Regulatory Networks (GRN) with their relative strengths and weaknesses. System…”
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