Motivation and problem definition
Accurately forecasting the life of electronic components is a cornerstone for guaranteeing the long-term reliability and optimal performance of electronic systems. In the past, traditional methods such as linear…
Category: 7. Maths
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An end-to-end attention-based approach for learning on graphs
We perform a comprehensive evaluation of ESA on 70 different tasks, including domains such as molecular property prediction, vision graphs, and social networks, as well as different aspects of representation learning on graphs, ranging from…
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Guiding responsible AI in healthcare in the Philippines
Results from the initial search query are listed in Supplementary Table 1. search results. Initially, 191 articles were selected from PubMed and imported to Covidence for further identification and screening. After removing duplicates…
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Fourier-modulated CLIP for zero-shot vehicle counting
Vikram, A. et al. Deep learning based vehicle detection and counting system for intelligent transportation. International journal of computer systems science & engineering 48, 115–130 (2024).
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Adaptive ensemble techniques leveraging BERT based models for multilingual hate speech detection in Korean and english
This study aims to enhance the performance of hate speech detection by utilizing an ensemble of BERT-based models with both Korean and English datasets. As shown in Fig. 1, the text from the datasets is first tokenized using a tokenizer, after…
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Identifying and mitigating algorithmic bias in the safety net
Asthma model population overview
Characteristics of patients in the asthma model dataset (n = 53,099) are summarized in Table 1 (Characteristics of Eligible Patients). Most asthma model patients identified as Hispanic/Latinx (43.3%) or Black…
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Topological information entropy and spectral energy analysis in aminal-linked covalent organic frameworks
Wu, D. et al. Design and preparation of porous polymers. Chem. Rev. 112(7), 3959–4015 (2012).
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Bennett, T. D., Coudert, F. X., James, S. L. & Cooper, A. I….
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Multi sensor based monitoring of paralyzed using Emperor Penguin Optimizer and Deep Maxout Network
This section outlines the incorporation of sensors, data handling, and machine learning methods employed in the EPIC framework for monitoring posture in real time. It includes the hardware setup, feature selection using EPOA and DMN…
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Decision making method for operational performance of Chinese commercial banks based on scenario fuzzy sets
This section introduces the basic concepts of situational fuzzy sets to support subsequent research efforts.
Scenario fuzzy set
Definition 1.134
Let \(X\) be a domain of discourse,…
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Metadata practices for simulation workflows
Metadata management practices
To better understand the metadata collection and handling processes, we consider a generic knowledge production workflow divided into three sub-workflows (Fig. 1): an abstract simulation experiment containing…
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