Experimental site
This study was carried out in a high standard farmland in Dalu Town, Zhenjiang City, Jiangsu Province, China(32°11’30’ N, 119°45’12’ E). The region belongs to the subtropical monsoon climate with four distinct seasons,…
Category: 7. Maths
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Energy efficient and robust node localization in WSNs using LSTM optimized DV hop framework to mitigate multihop localization errors
Simulation experiments and analysis
The research analyzes terrain limitations, which impact the positioning accuracy of WSNs, and evaluates the efficacy of error correction algorithms in node positioning. Multiple WS nodes are deployed within a
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Construction of a multi-modal digital human education platform based on GAN and vision transformer
GAN-ViT-based autoregressive scene graph gen: experimental results
In the experiment, we used stratified random sampling of 1000 students and 50 teachers, and the students were stratified by school type, region, and grade level, and teachers were…
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Failure of multistorey parking site in hilly region and its forensic geotechnical investigation
Singh, A. K. Causes of slope instability in the Himalayas. Disaster Prev. Management: Int. J. 18, 283–298 (2009).
Google Scholar
Paul, V. K. Understanding Vulnerability and Resilience of…
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Construction of a multiscale feature fusion model for indoor scene recognition and semantic segmentation
Experimental data
This paper uses the ADE20K dataset36. After screening the dataset, we selected three indoor scene datasets with a total of 2722 images. The three categories of indoor scenes are mainly home scenes, office scenes, and consumer…
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High-precision information retrieval for rapid clinical guideline updates
Dave, T., Athaluri, S. A. & Singh, S. ChatGPT in medicine: an overview of its applications, advantages, limitations, future prospects, and ethical considerations. Front. Artif. Intell. 6, 1169595 (2023).
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A multi-scale remote sensing semantic segmentation model with boundary enhancement based on UNetFormer
Experimental dataset
In this work, the Vaihingen dataset and Potsdam dataset published by ISPRS were selected for the experiments.
The Potsdam dataset highlights the diverse urban landscape of Potsdam, Germany, encompassing 38 distinct urban areas…
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Modified grey wolf optimization for energy-efficient internet of things task scheduling in fog computing
This section delves into the evaluation of the proposed approach by conducting a series of experiments. To begin, we provide an overview of the experimental configuration and elaborate on the characteristics of the dataset employed in these…
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The evaluation model of engineering practice teaching with complex network analytic hierarchy process based on deep learning
The design process of engineering practice teaching evaluation model in colleges and universities shows depth and innovation in theory and practice. Firstly, by using the open online course data, NLP technology and GAN algorithm, the key…
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A non-invasive diagnostic approach for neuroblastoma utilizing preoperative enhanced computed tomography and deep learning techniques
Parameter configuration
In this experiment, all models were trained on the Ubuntu 18.04 operating system. The GPU utilized was the NVIDIA GeForce RTX 4090, which is equipped with 24 GB of video memory. The CUDA version employed was 11.1, while…
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