2.035 hasil untuk machine learning
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Artificial Neural Networks and Evolutionary Computation in Remote Sensing
Artificial neural networks (ANNs) and evolutionary computation methods have been successfully applied in remote sensing applications since they offer unique advantages for the analysis of remotely-sensed images. ANNs are effective in finding underlying relationships and structures within…
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Causality and Complex Systems
…frameworks for quantifying causal emergence, innovative causal machine learning algorithms, and information-theoretic measures for analyzing causality. Methodological advancements are also presented for causal discovery in complex and nonlinear systems. Furthermore, this issue features…
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2nd U.S. Precision Livestock Farming Conference
This Special Issue presents a collection of 16 articles extracted from the conference proceedings of the 2nd U.S. Precision Livestock Farming Conference in Knoxville, TN, held May 21–24, 2023. These articles cover a broad range of topics, including sensors and sensing in PLF, data management and…
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Foundations of Robotics
…in its many forms, including emerging topics related to robotics on Machine Learning, ethics, Human-Robot Interaction, and Design Thinking. The book also includes interviews with industry experts, providing an additional layer of insight into the world of robotics. The book is made open access…
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Recent Advances in Information-Centric Networks (ICNs)
The Internet's great success has been essentially based on the simplicity and versatility of its TCP/IP architecture, as it imposes almost no restrictions on either the underlying network technology or the data being transmitted. In essence, applications built on top of TCP/IP get a point-to-point…
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Alternative Assets and Cryptocurrencies
Alternative assets such as fine art, wine, or diamonds have become popular investment vehicles in the aftermath of the global financial crisis. Correlation with classical financial markets is typically low, such that diversification benefits arise for portfolio allocation and risk management…
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Modeling, Reliability and Health Management of Lithium-Ion Batteries
…showcases breakthroughs in health management, featuring physics-guided machine learning for capacity fading prediction, autoencoder-based SOH estimation for small data samples.
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Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment
Many advanced control methods have been proposed in the past to improve the operation of buildings. This reprint collected publications dealing with advanced control solutions implemented in existing buildings to improve their performance. Moreover, it gathers promising methodologies to facilitate…
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Bionic Technology—Robotic Exoskeletons and Prostheses
Bionic technology and wearable robotics are transforming the landscape of assistive devices, offering new possibilities for rehabilitation and mobility enhancement. This Reprint brings together pioneering research on robotic exoskeletons and prostheses, showcasing advancements in design, control…
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The Left Hand of Data
…to shape the possible futures of young people—in schools, in informal learning environments, in colleges, in libraries, and with educational games. It considers the processes by which students are sorted, labeled, categorized, and intervened upon using the bevy of data extracted and collected from…
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The Computational Content Analyst
…content analysis with computational classification approaches, including machine learning and the latest advancements in generative artificial intelligence (AI) and large language models (LLMs). It is particularly useful for academic researchers looking to classify media data and advanced scholars…
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Sustainable Geotechnics—Theory, Practice, and Applications
Today, modern Geotechnical Engineers, who in the past would have considered the phenomena occurring in the (primarily soil) environment, are faced with developments in environmental sciences that are becoming increasingly more detailed and sophisticated, with the natural phenomena and processes…
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Circuits and Systems Advances in Near Threshold Computing
Modern society is witnessing a sea change in ubiquitous computing, in which people have embraced computing systems as an indispensable part of day-to-day existence. Computation, storage, and communication abilities of smartphones, for example, have undergone monumental changes over the past decade…
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Language Technologies for the Challenges of the Digital Age
semantics; artificial intelligence; natural language processing systems; natural language processing; NLP; machine learning; social networking; named entities; support vector machines; SVM
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Technology for Translating, Visualizing, and Generating Recipes
This book details the process of building a Chinese-English machine translation system that automatically translates Chinese recipes into English through machine processing without human intervention ( TransRecipe ). This system is able to translate recipes into pictures and videos ( VisualRecipe )…
Juga tersedia di: DOAB
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Natural Scientific Language Processing and Research Knowledge Graphs
This Open Access book constitutes the refereed proceedings of the First International Workshop on Natural Scientific Language Processing and Research Knowledge Graphs, NSLP 2024, held in Hersonissos, Crete, Greece, on May 27, 2024. The 10 full papers and 11 short papers included in this volume were…
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Advances in Hydrologic Forecasts and Water Resources Management
This book collected recent studies on the latest methodological and operational advances in hydrological forecasting. Specifically, the collection of papers covers a range of topics related to improving hydrological forecasting via new datasets and innovative approaches.
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Security and Privacy for Modern Wireless Communication Systems
…Relevant topics include, but are not limited to, the following: deep-learning-based security and privacy design; covert communications; information-theoretical foundations for advanced security and privacy techniques; lightweight cryptography for power-constrained networks; physical layer key…
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Advances in Computational Intelligence Applications in the Mining Industry
This book captures advancements in the applications of computational intelligence (artificial intelligence, machine learning, etc.) to problems in the mineral and mining industries. The papers present the state of the art in four broad categories: mine operations, mine planning, mine safety, and…
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