2.035 hasil untuk machine learning
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Buku
Sensors, Signal and Image Processing in Biomedicine and Assisted Living
This is a collection of recent advances on sensors, systems, and signal/image processing methods for biomedicine and assisted living. It includes methods for heart, sleep, and vital sign measurement; human motion-related signal analysis; assistive systems; and image- and video-based diagnostic…
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Feature Papers in NeuroSci : From Consciousness to Clinical Neurology
This reprint focuses on relevant findings in the field of neuroscience, ranging from cognitive neuroscience, including studies on human consciousness, to clinical neurology, including studies on autism and epilepsy. Furthermore, the latest methods in the expanding field of neuroscience from…
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Computational and Mathematical Methods for Neuroscience
…underscores the pivotal role of computational methodologies—including machine learning, network analysis, brain–computer interfaces, and predictive modeling—in unraveling the complexities of brain function, cognition, and behavior. Addressing key challenges in data integration and model validation…
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Visual and Camera Sensors
This book includes 13 papers published in Special Issue ("Visual and Camera Sensors") of the journal Sensors. The goal of this Special Issue was to invite high-quality, state-of-the-art research papers dealing with challenging issues in visual and camera sensors.
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Applied Cognitive Sciences
…to a variety of mental processes, including perception, problem solving, learning, decision making, language use, and emotional experience. The basis of the cognitive sciences is the contribution of philosophy and computing to the study of cognition. Computing is very important in the study of…
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City 4.0: Urban Planning and Development in the Age of Digital Transformation
In recent years, the expansion of the Fourth Industrial Revolution (or Industry 4.0) to cities has disrupted the way in which cities are planned and developed as well as having generated a new city conceptualization—i.e., City 4.0. This new smart city blueprint, City 4.0, aims to leverage the power…
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Empirical Finance
…example includes the application of novel empirical techniques, such as machine learning, data mining, wavelet transform, copula analysis, and TV-VAR, to financial data. The Special Issue includes contributions on empirical finance, such as algorithmic trading, market efficiency, market…
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The Digital Health in the Pandemic Era
Digital health, virtual assistance, and telemedicine are terms often used interchangeably to refer to remote medical assistance, monitoring and care. Several studies and insights have developed these issues, analyzing the advantages and disadvantages and successes and failures and offering…
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Biomedical Sensors for Functional Mapping: Techniques, Methods, Experimental and Medical Applications
Biomedical sensors stand at the forefront of modern medical technologies, serving as indispensable components in diverse instruments and equipment. These sensors unravel the intricacies of biological processes and medical interventions. The recent surge in high-density sensor systems, characterized…
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Artificial Neural Networks in Agriculture
Modern agriculture needs to have high production efficiency combined with a high quality of obtained products. This applies to both crop and livestock production. To meet these requirements, advanced methods of data analysis are more and more frequently used, including those derived from artificial…
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Imaging Sensors and Applications
In past decades, various sensor technologies have been used in all areas of our lives, thus improving our quality of life. In particular, imaging sensors have been widely applied in the development of various imaging approaches such as optical imaging, ultrasound imaging, X-ray imaging, and nuclear…
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Proceedings of the Second Work shop on Artificial Intelligence for Artificial Intelligence Education
…typically address a specific knowledge domain with a focus on individual learning support based on learning by problem solving, identification of misconceptions, and tailored feedback. Methods often are a combination of knowledge-based and machine learning approaches. Since the emergence of…
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Data Analysis and Mining
The research field of data analysis and mining has attracted the interest of both academia and industry in recent years. This reprint contains 17 papers, which cover different topics of the broad research field of data analysis and mining. Each paper presents new data mining algorithms and…
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Sensor Signal and Information Processing III
In the current age of information explosion, newly invented technological sensors and software are now tightly integrated with our everyday lives. Many sensor processing algorithms have incorporated some forms of computational intelligence as part of their core framework in problem-solving. These…
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AI-Based Transportation Planning and Operation
…their original research articles related to the applications of AI or machine-learning techniques to transportation planning and operation. The topics of the articles encompass traffic surveillance, traffic safety, vehicle emission reduction, congestion management, traffic speed forecasting, and…
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Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
This two-volume set LNCS 12962 and 12963 constitutes the thoroughly refereed proceedings of the 7th International MICCAI Brainlesion Workshop, BrainLes 2021, as well as the RSNA-ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge, the Federated Tumor Segmentation (FeTS) Challenge, the…
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Advances in Wind Energy and Wind Turbines
The subject of this reprint covers the latest research in the field of wind energy methods and technologies. The results of work on modeling and optimization of wind turbines, their location, methods of monitoring and diagnostics, and development prospects were presented. Contemporary problems…
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Numerical Methods and Modeling Applied for Composite Structures
The Special Issue contains important current research results on numerical methods in the modelling of composite structures. This issue contains 11 selected scientific articles presenting new research that significantly extends and complements the research themes considered.
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“Management of Digital Ecosystems”: Dedicated to the Memory of Prof. William I. Grosky 8/4/1944–11/13/2020
William I. Grosky (or Bill for friends) passed away recently. He received his B.Sc. in Mathematics from MIT in 1965, his M.Sc. in Applied Mathematics from Brown University in 1968, and his Ph.D. from Yale University in 1971. William was a Professor and Chair of the Department of Computer and…
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Mobile Health Technologies for Ambient Assisted Living and Healthcare
…include databases, networking, graphical user interfaces, data mining, machine learning, intelligent decision support systems, and specialized programming languages. Because mobile devices are commonly used for several everyday chores and are equipped with sensors that monitor various physical and…
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