2.035 hasil untuk machine learning
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El Internet de las Cosas Médicas (IoMT): Una Revolución Tecnológica aplicable a la Gestión de la Diabetes Mellitus Tipo 1
…such as Big Data, Internet of Medical Things (IoMT), Cloud Computing and Machine Learning (ML) can play an important role in the management of T1DM. In this paper, we provide an explanation of previously published IoMT-based approaches to diabetes management, while also assessing the hurdles that…
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Beyond Quantity
How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but also…
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How and Why Does Spatial-Hearing Ability Differ among Listeners? What Is the Role of Learning and Multisensory Interactions?
…- perceptual factors, e.g., sensory/cognitive processing, perceptual learning, multisensory interactions, - and methodological factors, e.g., differences in stimulus presentation methods across studies. However, the extent to which these–and perhaps other, still unidentified—factors actually…
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Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance
…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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Proceedings - 30. Workshop Computational Intelligence : Berlin, 26. - 27. November 2020
The proceedings of the 30th workshop on computational intelligence focus on methods, applications, and tools for fuzzy systems, artificial neural networks, deep learning, system identification, and data mining techniques.
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Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022
This conference volume contains the contributions of the 32nd workshop "Computational Intelligence" of the Technical Committee 5.14 of the VDI/VDE Society for Measurement and Automation Technology (GMA) of 1.12. – 2.12.2022 in Berlin. The focus is on methods, applications and tools for.
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Demystifying Artificial Intelligence
The book provides an overview of the different AI technologies, demystifying terms such as search, reasoning, learning, adapting, understanding, and interacting. It covers the two dominant paradigms in AI, both the “data-driven” and “symbolic” AI systems, showing how they can complement each other…
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Remote Sensing and Artificial Intelligence in Inland Waters Monitoring
…imagery, UAV data, in situ instrumentation, GeoAI, as well as deep and machine learning algorithms. Additionally, cloud computing and big data processing applications are explored to comprehensively comprehend the existing state and proactively mitigate the deterioration of water resources…
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Advanced Computational Methods for Oncological Image Analysis
…diagnosis with the most suitable therapies. Toward this, large-scale machine learning research can define associations among clinical, imaging, and multi-omics studies, making it possible to provide reliable diagnostic and prognostic biomarkers for precision oncology. Such reliable…
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Modulating Gene Expression
RNA interference (RNAi) is a widely used technology for gene silencing and has become a key tool in a myriad of research and lead discoveries. In recent years, the mechanism of RNAi agents has been well investigated, and the technique has been optimized for better effectiveness and safety. On the…
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The Science of Emotional Intelligence
Emotional intelligence (EI) is the best instrument to build stronger relationships, communicate effectively, relieve stress, overcome challenges, and achieve career and personal goals. As such, this book covers a variety of topics related to the science of EI. Chapters address the science and…
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Hematology
Hematology has constantly been advancing in parallel with technological developments that have expanded our understanding of the phenotypic, genetic, and molecular complexity and extreme clinical and biological heterogeneity of blood diseases. This has in turn allowed for developing more effective…
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Chapter Localizing and Visualizing the Degree of People Crowding with an Omnidirectional Camera by Different Times
…based on SfM (structure from motion) and person detection/tracking by machine learning. The distribution of people is visualized qualitatively by obtaining the positions of the extracted people on the 3D model of the site and mapping them. The parallel software processing of visitor observation and…
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Modern Development and Challenges in Virtual Reality
Virtual reality (VR) is one of the technologies with the highest expectations for future growth. By creating realistic images and objects, a VR environment gives the user the impression that they are completely engrossed in their surroundings. VR applications that go beyond leisure, tourism, and…
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Fuzzy Logic Based in Optimization Methods and Control Systems and Its Applications
Fuzzy logic models can be used to demonstrate human decision making in complex situations, and can therefore be an important tool in examining natural complexity. Moreover, fuzzy logic can be exploited to predict chaotic behaviors. But why is fuzzy logic so valuable? The idea of fuzzy logic has…
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Medical and Biological Image Analysis
This book deals with medical image analysis methods. In particular, it contains two significant chapters on image segmentation as well as some selected examples of the application of image analysis and processing methods. Despite the significant development of information technology methods used in…
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Entwicklung eines Vorgehensmodells zur automatisierten Ähnlichkeitssuche in den frühen Phasen der Produktentwicklung
Das Nutzen vorhandener Daten im Produktentwicklungsprozess verspricht eine erhöhte Produktqualität, weniger Risiken in der Entwicklung, sowie geringeren Zeit- und Kostenbedarf. Insgesamt sind dadurch weniger Ressourcen für die Entwicklung neuer Produkte notwendig, was zu einer nachhaltigen…
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Use of Accessible Information to Improve Industrial Security Testing
Industrial systems face increasing threats, particularly through network-connected Operational Technology (OT) components such as controllers and actuators. These components rely on standard internet protocols, making strong security essential. However, existing blackbox testing tools, crucial for…
Juga tersedia di: DOAB
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Smartphones from an Applied Research Perspective
Smartphones from an Applied Research Perspective highlights latest advancements of research undertaken in multidisciplinary fields where the smartphone plays a central role. Smartphone is synonymous to innovation in today's society. Very few visionaries predicted its social, cultural, technological…
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