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Normalization in Motif Discovery
Motif discovery can be used as a subroutine in many time series data mining tasks such as classification, clustering and anomaly detection. A motif...
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Motif Finding Algorithms: A Performance Comparison
Network motifs are subgraphs of a network that occur more frequently than expected, according to some reasonable null model. They represent building...
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MPool: Motif-Based Graph Pooling
Recently, Graph Neural Networks (GNNs) have emerged as a powerful technique for various graph-related tasks. Current GNN models apply different graph...
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A folding motif formed with an expanded genetic alphabet
Adding synthetic nucleotides to DNA increases the linear information density of DNA molecules. Here we report that it also can increase the diversity...
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Motif Classes
This chapter sets a perspective onto the classification of motives, ie., local compositions...
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CCS: A Motif-Based Storage Format for Micro-execution Dependence Graph
Micro-execution dependence graphs model the program execution on a microprocessor as relationships of micro-execution events intra- and...
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Variations of intronic branchpoint motif: identification and functional implications in splicing and disease
The branchpoint (BP) motif is an essential intronic element for spliceosomal pre-mRNA splicing. In mammals, its sequence composition, distance to the...
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A ubiquitous spectrolaminar motif of local field potential power across the primate cortex
The mammalian cerebral cortex is anatomically organized into a six-layer motif. It is currently unknown whether a corresponding laminar motif of...
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Motif-based community detection in heterogeneous multilayer networks
Multilayer networks composed of intralayer edges and interlayer edges are an important type of complex networks. Considering the heterogeneity of...
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Understanding attractions’ connection patterns based on intra-destination tourist mobility: A network motif approach
Tourist movement patterns among attractions are complex and variable, and understanding such patterns can help manage tourist destinations more...
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Motif-SocialRec: A Multi-channel Interactive Semantic Extraction Model for Social Recommendation
To capture complex interaction semantics beyond pairwise relationships for social recommendation, a novel recommendation model, namely...
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Mass spectra prediction with structural motif-based graph neural networks
Mass spectra, which are agglomerations of ionized fragments from targeted molecules, play a crucial role across various fields for the identification...
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Link prediction in social networks using hyper-motif representation on hypergraph
Link prediction, a critical pursuit in complex networks research, revolves around the predictive understanding of connections between nodes. Our...
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A motif-based probabilistic approach for community detection in complex networks
Community detection in complex networks is an important task for discovering hidden information in network analysis. Neighborhood density between...
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Motif Alignment for Time Series Data Augmentation
In this paper, we propose MotifAug, a parameter-free, pattern mixing-based time series data augmentation method that improves previous approaches in...
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Adsorption of poly(rA) in duplex (A-motif) conformation on graphene oxide: spectroscopy and AFM study
The conformational diversity of nucleic acid structures, including the ability to self-assemble, such as an i/A-motif, significantly expands the...
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Untangling the Evolution of the Receptor-Binding Motif of SARS-CoV-2
The spike protein determines the host-range specificity of coronaviruses. In particular, the Receptor-Binding Motif in the spike protein from...
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Antibiotic hyper-resistance in a class I aminoacyl-tRNA synthetase with altered active site signature motif
Antibiotics target key biological processes that include protein synthesis. Bacteria respond by develo** resistance, which increases rapidly due to...
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Accelerating Hypergraph Motif Counting Based on Hyperedge Relations
Hypergraphs can naturally represent inter-group relations that are prevalent in many application domains by hyperedges. Hypergraph motifs can be...
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Probable human origin of the SARS-CoV-2 polybasic furin cleavage motif
BackgroundThe key evolutionary step leading to the pandemic virus was the acquisition of the PRRA furin cleavage motif at the spike glycoprotein...
