2.035 hasil untuk machine learning
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Visual Cortex and Deep Networks
A mathematical framework that describes learning of invariant representations in the ventral stream, offering both theoretical development and applications.The ventral visual stream is believed to underlie object recognition in primates. Over the past fifty years, researchers have developed a…
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Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care
…strives to enhance accuracy, efficiency, and accessibility. AI and machine learning (ML) extend far beyond simple automation, ushering in an era of precision medicine with diagnostics and treatments tailored to individual patients. Advances in deep learning (DL) further enable rapid analysis of…
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Chapter 5 What activities can help students use technologies better?
How to Augment Language Skills outlines ways in which translators and language providers can expand their skillset and how translation technologies can be integrated into language learning and translator training. This book explains the basics of generative AI, machine translation, and translation…
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How to Augment Language Skills
How to Augment Language Skills outlines ways in which translators and language providers can expand their skillset and how translation technologies can be integrated into language learning and translator training. This book explains the basics of generative AI, machine translation, and translation…
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Piezoelectricity
Scientifically defined in 1880 by the Curie brothers, piezoelectricity - from the Greek piezein, meaning to press (squeeze), and ilektron, meaning amber, a material with electrostatic properties - is a phenomenon with many applications. The related piezoelectric materials have been undergoing a…
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Current Topics and Emerging Issues in Malaria Elimination
Malaria is one of the most important tropical diseases in the history of the world. This vector-borne disease has been a significant cause of morbidity and mortality in tropical countries of Africa, Asia, and Latin America. As such, this book provides updated information on epidemiological and…
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Recent Advances in Fluid Mechanics
…computational fluid dynamics (CFD), turbulent flows, the integration of machine learning with fluid mechanics, fluids engineering, and multidisciplinary optimization in aerodynamics. Each contribution provides in-depth analysis or commentary on theoretical and applied research aspects, with…
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Polarimetric Radar for Automotive Applications
Current automotive radar sensors prove to be a weather robust and low-cost solution, but are suffering from low resolution and are not capable of classifying detected targets. However, for future applications like autonomous driving, such features are becoming ever increasingly important. On the…
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Inferenz von Kreuzungsinformationen aus Flottendaten
…the inference of static intersection information from fleet data through machine learning and statistical methods.
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Parsing Psychology: Statistical and Computational Methods using Physiological, Behavioral, Social, and Cognitive Data
This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from…
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Parameter Estimation and Uncertainty Quantification in Water Resources Modeling
This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from…
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Human-Robot Collaborations in Industrial Automation
Technology is changing the manufacturing world. For example, sensors are being used to track inventories from the manufacturing floor up to a retail shelf or a customer’s door. These types of interconnected systems have been called the fourth industrial revolution, also known as Industry 4.0, and…
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Uses of Artificial Intelligence in STEM Education
In the age of rapid technological advancements, the integration of artificial intelligence (AI), machine learning (ML), and large language models (LLMs) in science, technology, engineering, and mathematics (STEM) education has emerged as a transformative force, reshaping pedagogical approaches and…
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Traduction humaine et traitement automatique des langues
L’intelligence artificielle est en train de redéfinir la traduction automatique et le traitement automatique des langues. il est ainsi urgent de mieux en saisir les enjeux sociaux, économiques et éthiques. Ce volume collectif explore la possibilité et les contours d’un nouveau consensus entre les…
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Satellite Altimetry
Satellite radar altimetry, as one of the basic space measurement techniques intended primarily for solving global geoscientific tasks by means of radar measurements from satellites towards the Earth, has become, primarily due to its accuracy, a key spatial technique for observing the ocean surface…
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Artificial Intelligence, Patient Autonomy and Informed Consent
Artificial intelligence (AI) is rapidly being implemented in the healthcare sphere, threatening the ability of patients to make judgments tailored to their personal circumstances and beliefs. This book is concerned with the ability of two legal systems, those of the UK and the U.S., to meet the…
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Language Technologies for the Challenges of the Digital Age: 27th International Conference, GSCL 2017, Berlin, Germany, September 13-14, 2017, Proceedings
This open access volume constitutes the refereed proceedings of the 27th biennial conference of the German Society for Computational Linguistics and Language Technology, GSCL 2017, held in Berlin, Germany, in September 2017, which focused on language technologies for the digital age. The 16 full…
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Color Image Processing
What we call the "color" of an object is the result of a very complicated and not yet fully understood mechanism that involves the interaction between the light reflected by the object surface and the eyes, and the subsequent analysis of the retinal signal by the brain. For these reasons, research…
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Remote Sensing for Water Resources and Environmental Management
Despite the fact that water resources are critical for sustaining life on Earth, the increase in human population, coupled with global environmental change, has exerted pressure on the finite resource. Water scarcity arising from rapid population growth, droughts, erratic rainfall…
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Actual Causality
A new approach for defining causality and such related notions as degree of responsibility, degrees of blame, and causal explanation. Causality plays a central role in the way people structure the world; we constantly seek causal explanations for our observations. But what does it even mean that an…
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