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Enhancing prediction of crop yield and soil health assessment for sustainable agriculture using machine learning approach
Published 2025-06-01“…Back-propagation Neural Network (BPNN) is an SL algorithm applied for predicting complex patterns, especially in crop yield and soil health assessments. …”
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1343
Web GIS Based Benthic Habitat Mapping Update Supports Smart Island Lemukutan
Published 2025-01-01“…This study took place from August 6th to August 13th, 2024, and used a total of 1097 field points to show where all the benthic habitats and Sentinel 2A image data sources were located. The research results obtained the extent of shallow water benthic habitat classification with different variations in each habitat class. …”
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Graph Neural Network With Hessian-Based Locally Linear Embedding for Cancer Metastasis Analysis in Lymph Nodes Using DeepLab Segmentation
Published 2025-01-01“…These segmented regions are then modeled as graphs, where the nodes signify the segmented areas and the edges reflect spatial and functional coupling. To accomplish better preservation of the geometry of high-dimensional data and more effective feature extraction, the HLLE algorithm is applied. …”
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Hydroecological limitations of the use of water resources of transboundary rivers of the steppe zone (through the example of the Ural and Tobol Rivers, Russia)
Published 2024-07-01“…As a result, an urgent task is to develop an algorithm for a comprehensive assessment of hydroecological restrictions on water use and their consequences for the population and economy of the regions of the steppe zone.…”
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IMPLEMENTATION OF THE DBSCAN METHOD FOR CLUSTER MAPPING OF EARTHQUAKE SPREAD LOCATION
Published 2023-06-01“…The purpose of this study was to classify areas based on the density of earthquake occurrence areas in West Java using Density-Based Spatial Clustering of Application with Noise (DBSCAN). …”
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Potential effects of climate change on the threatened Malagasy poison frogs: A multispecies approach
Published 2025-06-01Get full text
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Transformer attention fusion for fine grained medical image classification
Published 2025-07-01“…This model uses self-attention mechanics to improve spatial connections between single scales and cross-attention to automatically match feature patterns across multiple scales, thereby developing a comprehensive information structure. …”
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Generating MODIS hourly land surface temperature under clear sky conditions using Fourier series analysis
Published 2025-02-01“…Land surface temperature (LST) data with high temporal and spatial resolution are used in many studies, e.g. to assess climate changes, land–atmosphere interactions, surface energy balance, etc. …”
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A zenith wet delay improved model in China based on GPT3 and random forest
Published 2025-07-01“…Zenith wet delay (ZWD) is a key parameter for the precise positioning of global navigation satellite systems (GNSS) and occupies a central role in meteorological research. Currently, most models only consider the periodic variability of the ZWD, neglecting the effect of nonlinear factors on the ZWD estimation. …”
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Efficient Hardware Implementation of a Multi-Layer Gradient-Free Online-Trainable Spiking Neural Network on FPGA
Published 2024-01-01“…The hardware-optimised implementation is shown to preserve the performance of the original algorithm across multiple spatial-temporal classification problems with significantly reduced hardware requirements.…”
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Ship-DETR: A Transformer-Based Model for EfficientShip Detection in Complex Maritime Environments
Published 2025-01-01“…To address these issues, we propose an effective ship detection algorithm—Ship Detection Transformer (Ship-DETR). …”
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Optimizing Speech Emotion Recognition with Hilbert Curve and convolutional neural network
Published 2024-01-01“…In the realm of speech emotion recognition, researchers strive to refine representation methods for improved emotional information capture. …”
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First In-Orbit Validation of Interferometric GNSS-R Altimetry: Mission Overview and Initial Results
Published 2025-05-01Get full text
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Physics‐Informed Inverse Design of Programmable Metasurfaces
Published 2024-11-01Get full text
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A pregeneration–recognition method of detecting weak seafloor echoes for full-waveform airborne LiDAR bathymetry
Published 2025-09-01“…First, a two-stage local maximum algorithm is developed to identify potential seafloor echoes in waveforms and to pregenerate points. …”
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Mapping of Local Climate Zones and Heat Hazard Assessment from a Historical-Future Perspective
Published 2024-01-01Get full text
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