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  1. 57641
    “…Finally, neural network architectures, including 1DCNN, LSTM, Multiple-Layer Perceptron, and BERT, were trained and tested in a COVID-19 multi-classification of sentiments and emotions (positive, negative, joy, sadness, trust, disgust, fear, anger, surprise, and anticipation). …”
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    COVID-19 Vaccine Hesitancy: A Global Public Health and Risk Modelling Framework Using an Environmental Deep Neural Network, Sentiment Classification with Text Mining and Emotional Reactions from COVID-19 Vaccination Tweets
  2. 57642
    “…We developed the models based on more general time series forecasting architectures and evaluated them using two sparse datasets (based on check-ins) and one dense dataset (based on continuous GPS data). …”
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    Exploring Transformer and Graph Convolutional Networks for Human Mobility Modeling
  3. 57643
    “…From a methodological point of view, although traditional statistical methods and machine learning are still widely used, we observe an increasing use of more advanced deep learning methods, specifically architectures that can handle the complexity of biosignal data. …”
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    Electrocardiogram Monitoring Wearable Devices and Artificial-Intelligence-Enabled Diagnostic Capabilities: A Review
  4. 57644
    “…The more versatile and accessible computational workflow afforded by our new features, coupled with 3D-printed prototypes, will enable rapid screening of more intricate LSC architectures, while reducing experimental waste. Our goal is that this accelerates sustainability-driven design in the LSC field, leading to higher optical efficiency or increased utility.…”
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    Ray-Trace Modeling to Characterize Efficiency of Unconventional Luminescent Solar Concentrator Geometries
  5. 57645
    “…Comparisons were made with similar CNN architectures: MobileNetV2 and ResNet 50, and the proposed model was superior to both. …”
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    Fungal Skin Disease Classification Using the Convolutional Neural Network
  6. 57646
    “…We investigated the clonal architectures and identified distinct clones and subclones in different LUAD branches. …”
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    Inferring evolutionary trajectories from cross-sectional transcriptomic data to mirror lung adenocarcinoma progression
  7. 57647
    “…Then, these images were applied as inputs in three different convolutional neural networks (CNN) architectures (AlexNet, ResNet50, SqueezeNet) that proposed deep convolutional neural network (DCNN) models and classification was performed. …”
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    A New Hybrid Approach Based on Time Frequency Images and Deep Learning Methods for Diagnosis of Migraine Disease and Investigation of Stimulus Effect
  8. 57648
    “…These novel catalytic architectures exhibited notable efficiencies in facilitating both the UOR and HER in alkaline solutions. …”
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    Copper Phosphide Nanowires as High-Performance Catalysts for Urea-Assisted Hydrogen Evolution in Alkaline Medium
  9. 57649
    por Gurcan, Fatih
    Publicado 2023
    “…Our findings have significant implications for many data science stakeholders who are striving to advance data-driven architectures, concepts, tools, and techniques.…”
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    What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities
  10. 57650
    “…The findings demonstrate that the proposed machine‐learning‐assisted approach can facilitate the generation of multiscale architectural patterns inspired by nature to form lightweight load‐bearable elements with superior structural properties.…”
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    Dragonfly‐Inspired Wing Design Enabled by Machine Learning and Maxwell's Reciprocal Diagrams
  11. 57651
    “…We implemented this automation using recurrent all-pairs field transforms (RAFT) and XMem, i.e., deep network architectures respectively for optical flow estimation and video object segmentation. …”
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    Automatic feature selection for performing Unit 2 of vault in wheel gymnastics
  12. 57652
    “…A considerable number of these studies use Artificial Intelligence (AI) to analyze the acquired data and focus on performance metrics for various model architectures. Less emphasis, however, was devoted to the testing of the trained models to investigate how well they would perform under practical, in-field conditions. …”
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    Towards automatic insect monitoring on witloof chicory fields using sticky plate image analysis
  13. 57653
    “…In this paper, we introduced a hybrid framework for improving the efficiency of three types of osteosarcoma tumor (nontumor, necrosis, and viable tumor) classification by merging different types of CNN-based architectures with a multilayer perceptron (MLP) algorithm on the WSI (whole slide images) dataset. …”
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    A Novel Hybrid Approach for Classifying Osteosarcoma Using Deep Feature Extraction and Multilayer Perceptron
  14. 57654
    “…The sugar beet BBX gene family was divided into five subfamilies using phylogenetic analysis. The gene architectures of subfamily members on the same evolutionary tree branch are quite similar. …”
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    Genome-Wide Identification of B-Box Gene Family and Expression Analysis Suggest Its Roles in Responses to Cercospora Leaf Spot in Sugar Beet (Beta Vulgaris L.)
  15. 57655
    “…Applying high-definition alpha-frequency transcranial alternating-current stimulation (HD α-tACS) in a continuous performance task (CPT) during functional resonance imaging (fMRI), we causally elucidate these major organizational architectures in a key cognitive operation—sustained attention. …”
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    Transcranial stimulation of alpha oscillations modulates brain state dynamics in sustained attention
  16. 57656
    “…[Image: see text] The design of hierarchical hollow nanostructures with complex shell architectures is an attractive and effective way to obtain a desirable electrode material for energy storage application. …”
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    Hierarchical Cube-in-Cube Cobalt–Molybdenum Phosphide Hollow Nanoboxes Derived from the MOF Template Strategy for High-Performance Supercapacitors
  17. 57657
    “…In vivo, these compartments are often far from being spherical and can exhibit rather complex architectures. A particularly fascinating example is provided by the endoplasmic reticulum (ER), which extends throughout the whole cell by forming a continuous network of membrane nanotubes connected by three-way junctions. …”
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    Elucidating the Morphology of the Endoplasmic Reticulum: Puzzles and Perspectives
  18. 57658
    “…The proposed work will be investigated by pre-processing the BUSI dataset first, then training and evaluating multiple CNNs using different architectures and pre-trained models. Then, a meta-learning algorithm will be applied to optimize the learning process, and ensemble learning will be used to combine the outputs of multiple CNN. …”
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    Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
  19. 57659
    “…At the same time, integrating different blockchain systems can be difficult due to their independent architectures, and cross-chain transactions can be at risk if malicious attackers try to control the nodes in the cross-chain system. …”
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    A Trusted Reputation Management Scheme for Cross-Chain Transactions
  20. 57660
    “…The results show the feasibility of using Robot Operating System (ROS) 2 in distributed architectures for multi-agent systems in experiences with real and virtual robots regardless of the number of agents and their nature. …”
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    Scalability of Cyber-Physical Systems with Real and Virtual Robots in ROS 2
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