Discriminative pattern discovery for the characterization of different network populations
Sign Up to like & getrecommendations! Published in 2023 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btad168
Abstract: Abstract Motivation An interesting problem is to study how gene co-expression varies in two different populations, associated with healthy and unhealthy individuals, respectively. To this aim, two important aspects should be taken into account: (i)… read more here.
Keywords: discovery characterization; pattern discovery; discriminative pattern; characterization different ... See more keywords
De novo pattern discovery enables robust assessment of functional consequences of non-coding variants
Sign Up to like & getrecommendations! Published in 2019 at "Bioinformatics"
DOI: 10.1093/bioinformatics/bty826
Abstract: MOTIVATION Given the complexity of genome regions, prioritize the functional effects of non-coding variants remains a challenge. Although several frameworks have been proposed for the evaluation of the functionality of non-coding variants, most of them… read more here.
Keywords: novo pattern; coding variants; pattern discovery; non coding ... See more keywords
Spatial Colocation Pattern Discovery Incorporating Fuzzy Theory
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3074074
Abstract: Spatial colocation patterns are subsets of spatial feature sets that are frequently “neighboring” in space. In the majority of existing mining methods, neighboring is determined by a single distance threshold and does not take the… read more here.
Keywords: pattern discovery; colocation pattern; spatial colocation; colocation ... See more keywords
Simultaneous Incomplete Traffic Data Imputation and Similarity Pattern Discovery with Bayesian Nonparametric Tensor Decomposition
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Advanced Transportation"
DOI: 10.1155/2020/8810753
Abstract: A crucial task in traffic data analysis is similarity pattern discovery, which is of great importance to urban mobility understanding and traffic management. Recently, a wide range of methods for similarities discovery have been proposed… read more here.
Keywords: traffic; tensor decomposition; pattern discovery; similarity pattern ... See more keywords
Evaluating the performance of temporal pattern discovery: new application using statins and rhabdomyolysis in OMOP databases
Sign Up to like & getrecommendations! Published in 2022 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-022-01765-1
Abstract: Background Temporal pattern discovery (TPD) is a method of signal detection using electronic healthcare databases, serving as an alternative to spontaneous reporting of adverse drug events. Here, we aimed to replicate and optimise a TPD… read more here.
Keywords: tpd; temporal pattern; performance; pattern discovery ... See more keywords
Clustering for Automated Exploratory Pattern Discovery in Animal Behavioral Data
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Veterinary Science"
DOI: 10.3389/fvets.2022.884437
Abstract: Traditional methods of data analysis in animal behavior research are usually based on measuring behavior by manually coding a set of chosen behavioral parameters, which is naturally prone to human bias and error, and is… read more here.
Keywords: automated exploratory; discovery animal; pattern discovery; exploratory pattern ... See more keywords