This section outlines the methodological framework used to predict student performance. The process began with data preprocessing to prepare the dataset for analysis. Next, nine individual ML regression models were selected. Afterward, the…
Category: 7. Maths
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An automated hybrid deep learning framework for paddy leaf disease identification and classification
Han, H. & Lin, H. Patterns of agricultural diversification in China and its policy implications for agricultural modernization. Int. J. Environ. Res. Public Health 18(9), 4978 (2021).
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Oscillatory interactions of two spheres in an unbounded couple stress fluid
In this section, we present the normalized coefficients of drag forces in-phase is \(K^{(1)}=\text {Re}\left\{ \tfrac{F^{(1)}}{F_{\infty }^{(1)}} \right\}\) and out-of-phase is \(K’^{(1)}=\text {Im}\left\{ \tfrac{F^{(1)}}{F_{\infty }^{(1)}}…
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Scalable 3D reconstruction for X-ray single particle imaging with online machine learning
Image formation and reconstruction
In X-ray SPI, when a laser pulse intersects a molecule, the light diffracts to form an intensity image on the detector. As described by diffraction theory30, this intensity pattern samples the Fourier transform…
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Cyber resilience conceptual model for European Union NIS2 standards implementation in Slovakia
As part of the research and in-depth analysis, a cyber resilience model was developed. The model is based on the implementation of new normative acts of cybersecurity into existing crisis management frameworks. The list of normative acts used is…
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Disease probability-enhanced follow-up chest X-ray radiology report summary generation
Dataset and evaluation metrics
Our model was evaluated on the MIMIC-Diff-VQA7 dataset, which contains 164,324 pairs of X-rays and their corresponding follow-up radiology report summary. To evaluate the quality of the generated follow-up report…
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Analysis of a heterogeneous functionally graded material with a spherical void exposed to time-dependent ramp-type heating according to the TPL heat conduction model
The governing equations for thermoelasticity theory in functionally graded materials subjected to a thermal field can be formulated utilizing the three-phase-lag thermal conductivity model for a transversely isotropic medium38,39,40,41:
The…
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Research of UAV 3D path planning based on improved Dwarf mongoose algorithm with multiple strategies
This study was conducted on a Windows 10 64-bit system equipped with an i5-10210U processor and 12GB of RAM. The algorithm ran on Matlab 2023B.
Test function setup
To verify the performance of the proposed CDMOS algorithm, benchmark functions were…
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Transfer learning with XAI for robust malware and IoT network security
In this section, a transfer learning model for detecting obfuscated malware is described. The description begins by providing an overview of the data collection and system model preparation before moving on to the DL and TL models, which are used…
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An intelligent IDS using bagging based fuzzy CNN for secured communication in vehicular networks
Elrawy, M. F., Awad, A. I., Hamed, H. F. & A Intrusion detection systems for IoT-based smart environments: a survey. J. Cloud Comput. 7 (1), 1–20. https://doi.org/10.1186/s13677-018-0123-6 (2018).
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