2.035 hasil untuk machine learning
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Advances in Intelligent Data Analysis XVIII
This open access book constitutes the proceedings of the 18th International Conference on Intelligent Data Analysis, IDA 2020, held in Konstanz, Germany, in April 2020. The 45 full papers presented in this volume were carefully reviewed and selected from 114 submissions. Advancing Intelligent Data…
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Information Systems Management
This book is intended for the technical reader who works with large volumes of data. Written by experts in information systems management, the book includes chapters on software development, cloud implementation, networking, and handling large datasets, among other topics. Blockchain and artificial…
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Emotion and Attention Recognition Based on Biological Signals and Images
Emotion, stress, and attention recognition are the most important aspects in neuropsychology, cognitive science, neuroscience, and engineering. Biological signals and images processing such as galvanic skin response (GSR), electrocardiography (ECG), heart rate variability (HRV), electromyography…
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Agents in the Long Game of AI
A novel approach to hybrid AI aimed at developing trustworthy agent collaborators.The vast majority of current AI relies wholly on machine learning (ML). However, the past thirty years of effort in this paradigm have shown that, despite the many things that ML can achieve, it is not an all-purpose…
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Automation and Control Trends
This book is an overview of the different paths automation and control engineering have taken lately, from a modern point of view. Built up with example chapters, this book provides some insight into the use of artificial intelligence and control theory on manufacturing, comfort analysis…
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Econometrics
…topics such as dynamic stochastic general equilibrium (DSGE) models, machine learning, spatial econometrics, and time series analysis. This book is a useful resource for economists, policymakers, financial analysts, researchers, academicians, and graduate students seeking research on the various…
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Data Mining
This book on data mining explores a broad set of ideas and presents some of the state-of-the-art research in this field. The book is triggered by pervasive applications that retrieve knowledge from real-world big data. Data mining finds applications in the entire spectrum of science and technology…
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Advances of Future IoE Wireless Network Technology
…conditions of speckles and wrinkles on the human face using a deep learning approach, repetition with learning approaches in massive machine-type communications, GDPR personal privacy security mechanism for smart home systems, and the development of an autonomous vehicle training and verification…
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Safety in the Digital Age
…and use data in developing algorithms intended for automation of work, machine learning and next-generation artificial intelligence and the blockchain technology already in such extensive use in real-world organizations. This book deals with such issues as: · How can high-risk and safety-critical…
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Artificial Intelligence and Ambient Intelligence
This book includes a series of scientific papers published in the Special Issue on Artificial Intelligence and Ambient Intelligence at the journal Electronics MDPI. The book starts with an opinion paper on “Relations between Electronics, Artificial Intelligence and Information Society through…
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Wind Turbine Icing
…to icing, wind turbine icing prediction methods, especially those using machine learning, the icing process of a single water droplet on a cold aluminum plate surface, the main theories of the icing adhesive mechanism, and theoretical and experimental studies on the ultrasonic de-icing method for…
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Biofeedback
The six chapters in this volume form a timely introduction to biofeedback research. The six authors describe how objective electrophysiological data provides useful data for assessment and therapy for physical therapists, psychologists and other healthcare professionals and their clients. The first…
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Novel Aspects of Gas Chromatography and Chemometrics
Novel Aspects of Gas Chromatography and Chemometrics presents selected aspects of gas chromatography and chemometrics in which progress has recently been made. The aim of the book is to present up-to-date information on technologies, methods and applications in this field in a coherent, unified…
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Drug Repurposing
…databases, molecular docking and dynamics, artificial intelligence and machine learning, virtual screening and pharmacophore modeling, proteomics and metabolomics, and network pharmacology and systems biology approaches. Some of the key features of the book are: • Presents the strategies available…
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Diabetic Foot
Diabetic foot ulcers are a common complication of diabetes, and their treatment depends on the underlying causes. This book provides a basic understanding of diabetic foot ulcers (DFUs), including their pathophysiology, assessment, and treatment. Chapters present recent research findings with a…
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Soft Computing
…on different methodologies, techniques and algorithms in soft computing, machine learning, computational intelligence, and optimization. This reprint is addressed to scientists and engineers, offering open access to a variety of innovative ideas and developments, which may further motivate new…
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Weather Forecasting
Weather warnings are important because governments use them to protect life and property. In addition, predicting temperature and precipitation is important for agriculture. As such, weather forecasting is an integral part of meeting targets 2 and 13 of the United Nations’ Sustainable Development…
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Plasmodium Species and Drug Resistance
As teachers of parasite biology, we are becoming increasingly aware of the lack of detailed information and experimental approaches about drugs and drug resistance in many medical schools and undergraduate courses. Therefore, this book discusses parasite biology, antimalarial drugs and their…
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Data and Decision Sciences
This book provides an overview of Data and Decision Sciences (DDS) and recent advances and applications in space-based systems and business, medical, and agriculture processes, decision optimization modeling, and cognitive decision-making. Written by experts, this volume is organized into four…
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Plasmonic Nanostructures
Plasmonics includes the fundamentals of surface plasmon polaritons in metals, and its rapidly increasing applications in biochemistry, nanotechnology, optical communication, sensing, and medicine. Surface plasmon polaritons have become popular because of their ultrasensitive optical measurement…
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