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1841
Wearables to detect independent variables, objective task performance, and metacognitive states
Published 2024-03-01“…The collected data were used to generate multiple machine learning models to detect the independent variables of the experiment (e.g., time awake and target prevalence), objective task performance, or metacognitive states. The strongest generated model was the time awake detection model (area under the curve = 0.92). …”
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1842
Quantum-assisted fragment-based automated structure generator (QFASG) for small molecule design: an in vitro study
Published 2024-04-01“…Introduction: The significance of automated drug design using virtual generative models has steadily grown in recent years. While deep learning-driven solutions have received growing attention, only a few modern AI-assisted generative chemistry platforms have demonstrated the ability to produce valuable structures. …”
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1843
Energy and economic analysis of domestic heating costs based on distributed energy resources: A case study in Spain
Published 2022-12-01“…The study presents a heat pump model and a PV generation model to estimate the hourly performance of both systems. …”
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1844
Tackling multimodal device distributions in inverse photonic design using invertible neural networks
Published 2023-01-01“…However, different designs may have comparable or even identical performance confusing the optimization algorithm when performing inverse design. Our generative modeling approach provides the full distribution of possible solutions to the inverse design problem, including multiple solutions. …”
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1845
Using SPOT data and leaf area index for rice yield estimation in Egyptian Nile delta
Published 2011-12-01“…Nine models are generated and tested against the observed yield. Comparing the generated models show relatively higher superiority of (LAI-yield) and (infrared-yield) models over the rest of the models with (0.061) and (0.090) as a standard error of estimate and (0.945) and (0.883) as coefficient of determinations between modeled and observed yield. …”
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1846
Contemporary Art Authentication with Large-Scale Classification
Published 2023-10-01“…The experiments in this paper demonstrate that it is possible to use ML-generated models to authenticate contemporary art from 2368 to 100 artists with an accuracy of 48.97% to 91.23%, respectively. …”
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1847
Feature importance: Opening a soil-transmitted helminth machine learning model via SHAP
Published 2022-03-01“…The results show that the ML models are superior to the classical statistical models; not only demonstrating similar results but also explaining, by using the SHAP package, the influence and interactions between the variables in the generated models. This analysis provides information to help understand the epidemiological problem presented and provides a tool for similar studies.…”
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1848
T2N as a new tool for robust electrophysiological modeling demonstrated for mature and adult-born dentate granule cells
Published 2017-11-01“…Here, we present T2N, a powerful interface to control NEURON with Matlab and TREES toolbox, which supports generating models stable over a broad range of reconstructed and synthetic morphologies. …”
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1849
cMolGPT: A Conditional Generative Pre-Trained Transformer for Target-Specific De Novo Molecular Generation
Published 2023-05-01“…Deep generative models applied to the generation of novel compounds in small-molecule drug design have attracted a lot of attention in recent years. …”
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1850
Optimization of Management Processes in Assessing the Quality of Stored Grain Using Vision Techniques and Artificial Neural Networks
Published 2020-08-01“…The application of computer image analysis reduced the time necessary for the quality assessment of the examined material compared to traditional methods. The generated models were characterized by good parameters and high quality, obtaining a high R<sup>2</sup> coefficient at the level of 0.999. …”
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1851
Maximum Power Extraction in Photovoltaic Systems Using High-Performance Adaptive Control Approach
Published 2023-01-01“…The nonlinearities present in photovoltaic (PV) generator models can significantly impact the performance of PV systems, leading to decreased system efficiency and reduced profitability. …”
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1852
A Robust InSAR Phase Unwrapping Method via Improving the pix2pix Network
Published 2023-10-01“…We achieved our aim by upgrading the pix2pix network generator model and introducing the concept of quality map guidance. …”
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1853
Product Design Scheme Generation and Optimization Decisions While Considering Remanufacturability
Published 2022-07-01“…Firstly, based on axiomatic design, the Z-shaped mapping was upgraded to the tree topology mapping, which was then incorporated into the scheme generation model, and seven remanufacturability design constraint criteria were used as constraints to obtain a product design set of scenarios. …”
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1854
Mapping and monitoring of vegetation regeneration and fuel under major transmission power lines through image and photogrammetric analysis of drone-derived data
Published 2023-12-01“…Various fuel reduction techniques, including mega-mulching, spot sprays and cool mosaic burns, were implemented, and drone-generated models were employed to evaluate their effectiveness. …”
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1855
Breathing on chip: Dynamic flow and stretch accelerate mucociliary maturation of airway epithelium in vitro
Published 2023-08-01“…These results indicate that breathing-like mechanical stimuli are important modulators of airway epithelial cell differentiation and maturation and that their fine-tuned application could generate models of specific epithelial pathologies, including mucociliary (dys)function.…”
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1856
Retrieval-Based Transformer Pseudocode Generation
Published 2022-02-01“…In this paper, a novel retrieval-based transformer pseudocode generation model is proposed. The proposed model adopts different retrieval similarity methods and neural machine translation to generate pseudocode. …”
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1857
End‐to‐end visual grounding via region proposal networks and bilinear pooling
Published 2019-03-01“…Most existing approaches adopt a two‐stage mechanism to address this problem: first, an off‐the‐shelf proposal generation model is adopted to extract region‐based visual features, and then a deep model is designed to score the proposals based on the query phrase and extracted visual features. …”
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1858
Economic analysis of large-scale rooftop photovoltaics considering carbon trading market
Published 2023-11-01“…Secondly, the life-cycle economic model of rooftop photovoltaic with carbon trading income is established based on the power generation model. Thirdly, in order to quantitatively analyze the income of carbon trading, an improved grey prediction GM(1, 1) model based on the differential threshold filtering method is proposed to predict the future carbon price. …”
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1859
Radio frequency fingerprint identification for Internet of Things: A survey
Published 2024-01-01“…Furthermore, a novel framework is established from the perspective of closed set and open set problems, and the related state-of-the-art methodologies are investigated, including approaches based on traditional machine learning, deep learning, and generative models. Additionally, we highlight the challenges faced by RFF identification and point out future research trends in this field.…”
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1860
A generalized dual-domain generative framework with hierarchical consistency for medical image reconstruction and synthesis
Published 2023-10-01“…Most of the existing generative models ignore the fact that medical imaging usually occurs in the acquisition domain, which is different from, but associated with, the image domain. …”
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