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Village clustering helps localize sustainability planning in Nagpur region
Methodology for clustering rural villages by socioeconomic and environmental indicators to direct localised sustainability interventions in Nagpur, India
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Compensatory mutations showed limited effect on MDR/RR-TB clustering
Population-based whole-genome sequencing study of 206 MDR/RR-TB isolates in China reveals compensatory mutations have limited impact on transmission clustering.
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Delta Lake performance depends on careful optimization
Evaluation of Delta Lake architecture, transaction models, and optimization techniques for analytic workload performance and data reliability at scale.
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DBSCAN estimates DNA damage yields from ion beam quality
DBSCAN algorithm predicts DNA damage yields and assesses beam quality for proton and carbon ion irradiation with a novel Quality of Beam metric for radiotherapy.
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Target-only PFAS data can still differentiate overlapping sources
Tiered PFAS fingerprinting framework for source differentiation using targeted analytics, diagnostic ratios, isomer patterns, and geospatial analysis in complex industrial groundwater settings.
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DBSCAN identified configuration items early in an IT system
Research adapts DBSCAN clustering to automate early identification of configuration items in enterprise information systems, enabling architectural synthesis.
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Russian cognitive distortions form a hierarchical co-occurrence network
Study validates cognitive distortion architecture in Russian discourse using AI analysis of 249,414 social media texts, identifying 443,447 distortion instances across 18 categories with stable.
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HKEN improved influential-node identification in network tests
Algorithm for identifying influential nodes in complex networks by integrating hierarchical k-shell decomposition with extended neighborhood analysis, validated against SIR propagation models.
