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  1. 3061
    ST-BFL: A Structured Transparency Empowered Cross-Silo Federated Learning on the Blockchain Framework
    “... of centralized machine learning (ML). Although FL offers many advantages, it also has some challenges. A...”
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  2. 3062
    Unmasking People’s Opinions behind Mask-Wearing during COVID-19 Pandemic—A Twitter Stance Analysis
    “... posted. Classical machine learning and deep learning algorithms have been considered in analyzing...”
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  3. 3063
    How Many Stocks Are Sufficient for Equity Portfolio Diversification? A Review of the Literature
    “..., and (5) machine learning methods could potentially improve the investment decision process. Our results...”
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  4. 3064
    Cancer Detection and Classification by CpG Island Hypermethylation Signatures in Plasma Cell-Free DNA
    “... methylation patterns. From the overlapping DMCGIs, we carried out machine learning analyses and identified a...”
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  5. 3065
    Wireless Network Optimization for Federated Learning with Model Compression in Hybrid VLC/RF Systems
    “... learning (FL) is investigated. In particular, in the considered model, each user owns a machine learning...”
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  6. 3066
    Multidisciplinary In-Depth Investigation in a Young Athlete Suffering from Syncope Caused by Myocardial Bridge
    “... mutations related to the patient’s cardiological phenotype were detected, even after applying machine...”
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  7. 3067
    Radiomics Analysis of Multi-Phase DCE-MRI in Predicting Tumor Response to Neoadjuvant Therapy in Breast Cancer
    “... to select features related to pCR, and then use these features to train multiple machine learning...”
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  8. 3068
    Future Prediction of COVID-19 Vaccine Trends Using a Voting Classifier
    “...Machine learning (ML)-based prediction is considered an important technique for improving decision...”
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  9. 3069
    Taming the Chaos in Neural Network Time Series Predictions
    por Sebastian Raubitzek, Thomas Neubauer
    Publicado 2021
    “...Machine learning methods, such as Long Short-Term Memory (LSTM) neural networks can predict real...”
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  10. 3070
    Photovoltaic Energy All-Day and Intra-Day Forecasting Using Node by Node Developed Polynomial Networks Forming PDE Models Based on the L-Transformation
    por Ladislav Zjavka
    Publicado 2021
    “... schemes are compared and interpreted with differential and stochastic machine learning. The statistical...”
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  11. 3071
    Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network
    “... to ethical concerns. While traditional machine learning (ML) methods have been used in the field with some...”
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  12. 3072
    Prefrontal fNIRS-based clinical data analysis of brain functions in individuals abusing different types of drugs
    “... and statistics. Results Linear discriminant analysis (LDA), Support vector machine (SVM) and Machine-learning...”
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  13. 3073
    Transfer learning in demand response: A review of algorithms for data-efficient modelling and control
    “... decision support tools which utilize machine learning and optimization algorithms. However, when applied...”
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  14. 3074
    Screening Support System Based on Patient Survey Data—Case Study on Classification of Initial, Locally Collected COVID-19 Data
    “... and the symptoms are ambiguous. The use of machine learning tools can help to filter out those sick patients who do...”
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  15. 3075
    Trajectory Planning for a Mobile Robot in a Dynamic Environment Using an LSTM Neural Network
    “... and dynamic obstacles from the specified start location to the target location. Machine learning, a sub-field...”
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  16. 3076
    Multiclass Skin Cancer Classification Using Ensemble of Fine-Tuned Deep Learning Models
    “..., the classification of skin cancer using machine learning can be beneficial in the diagnosis and treatment...”
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  17. 3077
    An Interaction-Based Convolutional Neural Network (ICNN) Toward a Better Understanding of COVID-19 X-ray Images
    por Shaw-Hwa Lo, Yiqiao Yin
    Publicado 2021
    “... machine learning (or deep learning) methods without sacrificing prediction performance. Convolutional...”
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  18. 3078
    Development of an Optical Method to Monitor Nitrification in Drinking Water
    “... spectra were isolated from the total spectrum. A machine learning model was developed using the support...”
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  19. 3079
    Locomotion Mode Transition Prediction Based on Gait-Event Identification Using Wearable Sensors and Multilayer Perceptrons
    “... prediction and gait-event identification into one machine learning framework, comprised of two multilayer...”
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  20. 3080
    Artificial Intelligence for Autonomous Molecular Design: A Perspective
    por Rajendra P. Joshi, Neeraj Kumar
    Publicado 2021
    “... such as physics-informed machine learning and reasoning, software engineering, high-end hardware development...”
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