Datasets
We selected three widely used public datasets for evaluation and validation experiments. The details of each dataset are as follows.
DeepGlobe: The DeepGlobe road extraction dataset includes images from Thailand, India, and Indonesia, with…
Category: 7. Maths
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Light weight blockchain with IoT devices to secure smart non-fungible tokens using hybrid secure functions
System overview
The LIBLO architecture is designed to enable secure and efficient management of smart NFTs using lightweight blockchain and encryption methods. Initially, the process begins with data collection, where IoT devices gather real-time…
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Aspect-level multimodal sentiment analysis model based on multi-scale feature extraction
Dataset and evaluation indicators
This study utilizes two benchmark multimodal datasets, Twitter2015 and Twitter2017, for experimental validation. The Twitter2015 dataset comprises 5338 image-text pairs in total, with the training, validation, and…
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Viscoelastic characterization of the human osteosarcoma cancer cell line MG-63 using a fractional-order zener model through automated algorithm design and configuration
This section presents and analyzes the experimental results obtained following the methodology described in Section “Methodology”. In addition, to carry out the experimental evaluation, all implementations were developed in Python v3.9 and…
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A robust fractional fuzzy decision support framework for sustainable energy planning
Habiba, U., Xinbang, C. & Anwar, A. Do green technology innovations, financial development, and renewable energy use help to curb carbon emissions?. Renew. Energy 193, 1082–1093 (2022).
Umar,…
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Exploring the use of large language models for classification, clinical interpretation, and treatment recommendation in breast tumor patient records
Baseline characteristics
A total of 45 patients with breast tumors were included in the study, with a predominance of female patients (43/45, 95.6%) and only 2 male patients (4.4%). The mean age was 46.0 ± 12.2 years, ranging from 16 to 79…
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Convolutional neural network and wavelet composite against geometric attacks a watermarking approach
With the progression in information sharing, multimedia content has gained significant interest among researchers. The rapid growth of multimedia transmission, both online and offline, creates a unique demand for security and privacy. Digital…
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Numerical simulation of velocity gradient scattering waves in visco-acoustic smooth media based on F-K domain integration method
Visco-acoustic F-K domain integral method
According to the dispersion relationship equation21, complex velocity can be expressed as:\(\omega\)
$$\frac{1}{{v({\varvec{r}};\omega )}}=\frac{1}{{{v_a}({\varvec{r}})}}\left( {1 -…
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Rule-adaptive lane-changing trajectory planning method for autonomous vehicles driven by dynamic risk information
Research by the World Health Organization (WHO) reveals that road traffic accidents kill approximately 1.3 million people globally each year and result in $277 billion in economic losses1. Data from the U.S. National…
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A novel method for optic disc localization using fast circlet transform and Chan-Vese segmentation
The proposed method is designed to integrate frequency-domain coefficients from the FCT with spatial-domain vessel entropy features, allowing the structural and anatomical characteristics of the OD to be captured. The methodology is divided into…
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