In this section the relationship between applied pressure and capacitance, based on the contact formed between the substrate and the diaphragm as shown in Fig. 3, is derived mathematically. The following Eq. (2) gives the total capacitance.
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Development and evaluation of machine learning training strategies for neonatal mortality prediction using multicountry data
Descriptive data analysis
After data preprocessing, the study included a total of 575,664 pregnancies. The analysis of patient distribution based on delivery location revealed that 31.3% of the births occurred in clinics or health centers, 24.2%…
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A Golden Jackal based optimal operation and optimization of a virtual power plant involving renewable resources
Objective function
The target objective function(s) in optimizing and scheduling a VPP in this work aims to optimize multiple objectives. The primary target is to minimize the cost followed by a secondary target to minimize the generated…
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AG-MS3D-CNN multiscale attention guided 3D convolutional neural network for robust brain tumor segmentation across MRI protocols
Evaluation metrics
The results obtained using the proposed AG-MS3D-CNN algorithm are evaluated comprehensively through various complementary metrics, which further allow measuring different aspects of segmentation accuracy, uncertainty estimation,…
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System identification and robust PID controller tuning of quarter car suspension system using hybrid optimization techniques
Active suspension systems are uncertain in real-world applications due to vehicle parameters (e.g., mass, damping, stiffness), external disturbances (e.g., road imperfections), and sensor or actuator inaccuracies. These uncertainties can…
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A semi supervised framework for human and machine collaboration in computer assisted text refinement
Chowdhary, K. & Chowdhary, K. Natural language processing. In Fundamentals of Artificial Intelligence. 603–649 (2020)
Gao, P., Sun, N., Wang, X., Yang, C. & Zitikis, R. Nlp-based detection of systematic anomalies among the narratives of consumer…
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Model updating method for detect and localize structural damage using generalized flexibility matrix and improved grey wolf optimizer algorithm (I-GWO)
Gray wolf optimizer
The GWO algorithm27 offers a revolutionary global search strategy that is modelled after the social dominating hierarchy and hunting habits of grey wolves in the wild.
Grey wolves, known for their social nature, typically form…
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Damage water inrush mechanism of loading unloading stress path of mining floor in deep coal seam
Analysis of water inrush mechanism caused by loading–unloading damage of floor strata in coal seam mining
With the continuous increase of mining depth, the water pressure and ground stress of the aquifer are increasing, and the combined action…
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Research on bolt loosening recognition based on sound signal and GA-SVM–RFE
Introduction to experimental models and equipment
Model introduction
The experimental model is a regular hexagonal steel tube tower structure located on the outdoor floor, as shown in Fig. 4a. The model has a side length of 1.5 m and a height of…
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An enhanced fusion of transfer learning models with optimization based clinical diagnosis of lung and colon cancer using biomedical imaging
This paper introduces an enhanced FTLMO-BILCCD technique. The main objective of the technique is to develop an efficient method for LCC detection using clinical biomedical imaging. It comprises four stages: image pre-processing, fusion of…
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