Search Results - Path consistency algorithm
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Inferring gene regulatory networks from gene expression data by path consistency algorithm based on conditional mutual information
ISSN: 1367-4803, 1367-4811, 1460-2059, 1367-4811Published: Oxford Oxford University Press 01.01.2012Published in Bioinformatics (01.01.2012)“…Motivation: Reconstruction of gene regulatory networks (GRNs), which explicitly represent the causality of developmental or regulatory process, is of utmost…”
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Inference of Molecular Regulatory Systems Using Statistical Path-Consistency Algorithm
ISSN: 1099-4300, 1099-4300Published: Switzerland MDPI AG 13.05.2022Published in Entropy (Basel, Switzerland) (13.05.2022)“… In this work, we develop a new algorithm, called the statistical path-consistency algorithm (SPCA), to solve the problem of the dependence of variable order…”
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Inferring Gene Regulatory Networks Via Ensemble Path Consistency Algorithm Based on Conditional Mutual Information
ISSN: 1545-5963, 1557-9964, 1557-9964Published: United States IEEE 01.05.2023Published in IEEE/ACM transactions on computational biology and bioinformatics (01.05.2023)“… In order to solve this problem, we introduce a novel algorithms called ensemble path consistency algorithm based on conditional mutual information (EPCACMI…”
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Tracking social provenance in chains of retweets
ISSN: 0219-1377, 0219-3116Published: London Springer London 01.10.2023Published in Knowledge and information systems (01.10.2023)“…In the era of massive sharing of information, the term social provenance is used to denote the ownership, source or origin of a piece of information which has…”
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Inference of Gene Regulatory Networks with Local Lasso Path Consistency Algorithm Based on Conditional Mutual Information
ISSN: 2770-8373Published: ACA 04.05.2022Published in Asian Control Conference (Online) (04.05.2022)“…In recent years, gene regulatory networks (GRNs) are becoming one of the most challenging problems in systems biology. Capturing the interactions among genes…”
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Conference Proceeding -
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Co-expressed gene assessment based on the path consistency algorithm: Operon detention in Escherichia coli
ISBN: 9781424427932, 1424427932ISSN: 1062-922XPublished: IEEE 01.10.2009Published in 2009 IEEE International Conference on Systems, Man and Cybernetics (01.10.2009)“… We designed a simple method to assess co-expressed genes from the expression profiles, based on the path consistency (PC…”
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Conference Proceeding -
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New algorithms for max restricted path consistency
ISSN: 1383-7133, 1572-9354Published: Boston Springer US 01.10.2011Published in Constraints : an international journal (01.10.2011)“…Max Restricted Path Consistency (maxRPC) is a local consistency for binary constraints that enforces a higher order of consistency than arc consistency…”
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Inferring gene regulatory network using path consistency algorithm based on conditional mutual information and genetic algorithm
Published: IEEE 01.10.2017Published in 2017 7th International Conference on Computer and Knowledge Engineering (ICCKE) (01.10.2017)“… genetic diseases and drug discovery applications. In this paper, a method for inferring the gene regulatory network using a combination of Genetic Algorithm and Path Consistency Algorithm based on Conditional Mutual information is presented…”
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Conference Proceeding -
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The research on the improved light version max restricted path consistency algorithm with the learned value ordering heuristics
Published: IEEE 01.12.2017Published in 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) (01.12.2017)“… On the basis of the current maxRPC (max restricted path consistency) algorithm, an improved light version named maxRPC3…”
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An optimal coarse-grained arc consistency algorithm
ISSN: 0004-3702, 1872-7921Published: Amsterdam Elsevier B.V 01.07.2005Published in Artificial intelligence (01.07.2005)“… There are two classes of propagation algorithms for general constraints: fine-grained algorithms where the removal of a value for a variable will be propagated…”
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Identification of master regulator candidates in conjunction with network screening and inference
ISSN: 1748-5673Published: Switzerland 2013Published in International journal of data mining and bioinformatics (2013)“… To compensate for its restrictions, a network inference method, the path consistency algorithm, is concomitantly utilised to identify…”
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Improving on the restricted path consistency constraint propagation algorithms based on the bitwise
Published: IEEE 01.12.2017Published in 2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) (01.12.2017)“… The CSP mainly include two parts: the reasoning and searching. The filtering technology is very important in the searching and the consistency algorithm plays the crucial role in the filtering technology…”
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Conference Proceeding -
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A lightweight path consistency verification based on INT in SDN
ISSN: 1551-0018, 1551-0018Published: AIMS Press 01.01.2023Published in Mathematical biosciences and engineering : MBE (01.01.2023)“…The existing path consistency verification solutions in software-defined networking (SDN…”
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Distributed incremental arc-consistency reasoning method for temporal network in multi-probe collaborative mission planning
ISSN: 0950-7051Published: Elsevier B.V 09.10.2025Published in Knowledge-based systems (09.10.2025)“… A Distributed Incremental Arc-Consistency (DIAC) algorithm, which limits the scope of constraint propagation through localized…”
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A Voronoi–A Fusion Algorithm with Adaptive Layering for Efficient UAV Path Planning in Complex Terrain
ISSN: 2504-446X, 2504-446XPublished: Basel MDPI AG 01.08.2025Published in Drones (Basel) (01.08.2025)“…Unmanned Aerial Vehicles (UAVs) face significant challenges in global path planning within complex terrains, as traditional algorithms (e.g., A*, PSO, APF…”
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GAEM: Genetic Algorithm based Expectation-Maximization for inferring Gene Regulatory Networks from incomplete data
ISSN: 0010-4825, 1879-0534, 1879-0534Published: United States Elsevier Ltd 01.12.2024Published in Computers in biology and medicine (01.12.2024)“… One popular method for inferring the structure GRNs is to apply the Path Consistency Algorithm based on Conditional Mutual Information (PCA-CMI…”
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Identifying biomarkers for breast cancer by gene regulatory network rewiring
ISSN: 1471-2105, 1471-2105Published: London BioMed Central 20.01.2022Published in BMC bioinformatics (20.01.2022)“… We employ the algorithm based on path consistency algorithm and conditional mutual information to delete false-positive regulatory interactions between independent nodes/genes or not closely related gene pairs…”
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Development of Stock Networks Using Part Mutual Information and Australian Stock Market Data
ISSN: 1099-4300, 1099-4300Published: Switzerland MDPI 15.07.2020Published in Entropy (Basel, Switzerland) (15.07.2020)“… In this work we propose to use part mutual information for developing stock networks. The path-consistency algorithm is used to filter out redundant relationships…”
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An order independent algorithm for inferring gene regulatory network using quantile value for conditional independence tests
ISSN: 2045-2322, 2045-2322Published: London Nature Publishing Group UK 07.04.2021Published in Scientific reports (07.04.2021)“…). The Path Consistency (PC) algorithm is one of the popular methods to infer the structure of GRNs…”
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Improving Han and Lee's path consistency algorithm
ISBN: 9780818623004, 0818623004Published: IEEE Comput. Soc. Press 1991Published in Tools for AI, 3rd International Conference (TAI '91) (1991)“…C.C. Han and C.H. Lee (1988) presented a path consistency algorithm. A new algorithm is described for path consistency, and it is shown that the algorithm requires less time and space than Han and Lee's…”
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