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Utilizing weak graph for edge consolidation-based efficient enhancement of network robustness
Published 2025-05-01“…The algorithm then extracts the weak graph and discovers a superior solution by constructing a partial minimum cost spanning tree. We compare the proposed algorithm with optimal and approximate algorithms across graphs of varying scales. …”
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Fast sparse representative tree splitting via local density for large-scale clustering
Published 2025-08-01“…This paper proposes a novel large-scale clustering framework with three key innovations: (1) Parameter-free cluster discovery: unlike conventional methods requiring predefined cluster numbers, our algorithm autonomously identifies natural cluster structures through dynamic density-based splitting decisions. (2) Hybrid sampling-partitioning strategy: by integrating randomized sampling with K-means-based partitioning, we extract high-quality representative points that preserve data integrity with linear computational complexity. (3) Local density-driven MST segmentation: A minimum spanning tree (MST) constructed from representatives is adaptively partitioned using a local density criterion, which dynamically disconnects weakly associated edges by comparing density peaks between adjacent representative points. …”
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Automated Tunnel Point Cloud Segmentation and Extraction Method
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Calculation of vessel pulse wave velocities in retinal vein segments within the optic disc centre
Published 2024-11-01“…An optic disc (OD) PPG video is acquired spanning three cardiac cycles for a fixed ophthalmodynamometric force. …”
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Masks-to-Skeleton: Multi-View Mask-Based Tree Skeleton Extraction with 3D Gaussian Splatting
Published 2025-07-01“…Furthermore, we use a minimum spanning tree (MST) algorithm during the optimization loop to regularize the graph to a tree structure. …”
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Una Técnica Bayesiana y de Varianza MÃnima para Segmentación del Lumen Arterial en Imágenes de Ultrasonido
Published 2014-07-01“…Lumen is located applying three criteria on segmented trajec- tories: length, dark and, our proposal, minimum variance. …”
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A Unified Framework for Adaptive Beamforming and State Estimation in Dynamic Multi-Lane V2V Networks
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Responses of field-grown maize to different soil types, water regimes, and contrasting vapor pressure deficit
Published 2024-12-01“…The seasonally observed minimum leaf water potential (<span class="inline-formula"><i>ψ</i><sub>leaf</sub></span>) varied from around <span class="inline-formula">−1.5</span> MPa in the rainfed plot in 2017 to around <span class="inline-formula">−2.5</span> MPa in the same plot of the stony soil in 2018. …”
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Geometric constraints on tributary fluvial network junction angles
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