Résultats de la recherche - learning (algorithm OR algorithms)

Deep Neural Networks in Medical Imaging

“…The aim of this work is to present and highlight novel methods, architectures, techniques, and applications of deep learning in medical imaging related to, but not limited to, the following topics: image reconstruction; image enhancement; segmentation; registration; computer-aided detection; image or view recognition; multi-task learning; transfer learning; generative learning; self-supervised learning; semi-supervised learning; weakly supervised learning; unsupervised learning; privacy preserving learning; explainability and interpretability; and robustness and out-of-distribution detection.…”
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Machine Health Monitoring and Fault Diagnosis Techniques (Volume II)

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Mathematical Data Science with Applications in Business, Industry, and Medicine

“…Data scientists use a variety of tools and techniques to analyze data, including mathematical concepts and models, artificial intelligence techniques, machine learning algorithms, statistical analysis, and data visualization. …”
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New Techniques and Equipment in Large Offshore Aquaculture Platform

Sujets: “…particle swarm algorithm…”
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Applications and Technologies of Renewable Energy

Sujets: “…optimization algorithms…”
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Computational Methods and Application in Machine Learning

“…Machine learning is an interdisciplinary subject involving probability theory, statistics, approximation theory, convex analysis, optimization, algorithm complexity theory, etc. …”
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Rapid Nondestructive Testing Technology-Based Biosensors for Food Analysis

Sujets: “…sparrow search algorithm…”
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Acute Respiratory Distress Syndrome (ARDS)

“…The contributions to this Specail Issue cover a wide range of topics, such as the utilization of advanced imaging techniques to monitor lung function, the use of biomarkers to predict treatment response, and the application of machine learning algorithms in therapeutic decision-making. …”
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Image/Video Coding and Processing Techniques for Intelligent Sensor Nodes

“…Moreover, intelligent sensors are changing traditional intuition-driven sensors, supporting machine learning algorithms and delivering high-resolution images and videos for the 5G revolution. …”
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Advances in Fuzzy Logic and Artificial Neural Networks

Sujets: “…learning algorithms…”
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Wood Modification

“…Two papers use machine learning, algorithm optimisation, or modelling approaches to improve prediction and processing, which is an area set to develop in parallel with Industry 4.0 advances as concepts become incorporated with wood modification technologies. …”
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Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes

Sujets: “…machine learning algorithms…”
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Coronaviruses

Sujets: “…algorithms…”
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10th Anniversary of Technologies-Recent Advances and Perspectives

Sujets: “…genetic algorithm…”
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Application of Various Hydrological Modeling Techniques and Methods in River Basin Management

“…Complementing these traditional methods, machine learning algorithms (MLAs) have proven highly effective in simulating complex hydrological processes, enabling improved predictions for flood forecasting, drought management, crop modeling, and freshwater allocation.This Special Issue of Water delves into cutting-edge advancements in hydrological modeling, highlighting the integration of remote sensing data and the application of MLAs to enhance the accuracy and efficiency of water resource management. …”
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AI-Driven Network Security and Privacy

Sujets: “…domain generation algorithms…”
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Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance

“…This MICCAI Challenge focuses on the development and evaluation of automatic image analysis and machine learning algorithms and Ultra-low-field brain imaging has the potential to become a transformative tool for both clinical and research applications.…”
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Automated Suspicion Algorithms par Leffer, Lena

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Market-Oriented Disinformation Research par Ruiz, Carlos Diaz

“…Examples include how social media algorithms promote addictive content, how fake news sites use ad fraud to lure in advertising revenue, and how some content creators rely on clickbait, ragebait, bots, and conspiracy theories to boost their engagement metrics. …”
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Energy Efficiency and Robustness of Advanced Machine Learning Architectures par Marchisio, Alberto, Shafique, Muhammad

“…Machine Learning (ML) algorithms have shown a high level of accuracy, and applications are widely used in many systems and platforms. …”
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