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Experimental comparison among different algorithms on the Cityspaces validation set.
Published 2024Subjects: -
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The flowchart of QLDE algorithm.
Published 2025“…This paper proposes a customer segmentation framework within the realm of digital marketing, which integrates a reinforcement learning-based differential evolution algorithm with <i>K</i>-means clustering using dimensionality reduction techniques to address challenges in the customer segmentation process. …”
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Schematic diagram of <i>K</i>-means algorithm.
Published 2025“…This paper proposes a customer segmentation framework within the realm of digital marketing, which integrates a reinforcement learning-based differential evolution algorithm with <i>K</i>-means clustering using dimensionality reduction techniques to address challenges in the customer segmentation process. …”
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A Machine Learning Ecosystem for Filament Detection: Classification, Localization, and Segmentation
Published 2025“…It includes two data products: the largest manually annotated filament dataset and a growing set of automatically labeled images, and four software tools for filament localization, segmentation, and classification. In collaboration with the National Solar Observatory, we utilize data from the GONG network, which offers continuous solar imaging from six ground-based observatories. …”
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<b>BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification</b>
Published 2025“…It provides high-quality, physician-validated pixel-level masks and a balanced multi-class classification split, suitable for benchmarking segmentation and classification algorithms as well as multi-task learning research.…”
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Classification accuracy of different methods.
Published 2025“…This paper proposes a customer segmentation framework within the realm of digital marketing, which integrates a reinforcement learning-based differential evolution algorithm with <i>K</i>-means clustering using dimensionality reduction techniques to address challenges in the customer segmentation process. …”
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Multibranch network structure based on edge optimization and category awareness.
Published 2024Subjects: -
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