2.035 hasil untuk machine learning
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Intelligent Business Process Optimization for the Service Industry
…autonomous optimization of business processes by applying sophisticated machine learning techniques such as Relational Reinforcement Learning and Particle Swarm Optimization.
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Unmanned Aerial Vehicle (UAV)-Enabled Wireless Communications and Networking
The emerging massive density of human-held and machine-type nodes implies larger traffic deviatiolns in the future than we are facing today. In the future, the network will be characterized by a high degree of flexibility, allowing it to adapt smoothly, autonomously, and efficiently to the quickly…
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Advancements in the Practical Applications of Agents, Multi-Agent Systems and Simulating Complex Systems
The relationship between individuality and aggregation is an important topic in Complex Systems Science, as both aspects are facets of emergence. This problem has generally been addressed by adopting a classical individual- versus population-level approach, in which boundaries emerge in segregated…
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Cyber Security of Critical Infrastructures
Critical infrastructures are vital assets for public safety, economic welfare, and the national security of countries. The vulnerabilities of critical infrastructures have increased with the widespread use of information technologies. As Critical National Infrastructures are becoming more…
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EEG Signal Processing Techniques and Applications
…or time–frequency domains. It focuses particularly on the utilization of machine learning and deep learning techniques. The range of applications covers healthcare, emotion, motor imagery, external stimulation, mental workload, and satisfaction.
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Principles and Applications of Data Science
…mathematics, with different applications and related to data mining, deep learning, and big data. This Special Issue on “Principles and Applications of Data Science” focuses on the latest developments in the theories, techniques, and applications of data science. The topics include data cleansing…
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Artificial Intelligence
…an intensively studied area composed of multiple branches. Historically, machine learning and optimization are two of the most studied fronts thanks to the development of novel and challenging research topics such as transfer optimization, swarm robotics, and drift detection and adaptation to…
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Recent Advances in Swarm Intelligence Algorithms and Their Applications
…problems, vehicle swarm motion, viscoelastic Maxwell-type DVA, and deep learning. It is hoped that this reprint will be helpful for scholars engaged in the field of swarm intelligence and also suitable for researchers interested in staying updated with the latest advancements in swarm intelligence…
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Computational and Mathematical Methods in Information Science and Engineering
Nowadays, computational and mathematical methods provide effective tools for handling vast quantities of data and information in the fields of big data analytics, knowledge discovery and decision-making for solving complex problems in the world. The present reprint contains all of the articles…
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Computation to Fight SARS-CoV-2 (CoVid-19)
This is a reprint of articles from the Special Issue published online in the open-access journal Computation (ISSN 2079-3197) titled Computation to Fight SARS-CoV-2 (COVID-19). This reprint contains articles concerning the last pandemic health emergency, considering the period 2020–2023.
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AI AND THE SINGULARITY
"AI and the Technological Singularity: A Fallacy or a Great Opportunity" is a collection of essays that addresses the question of whether the technological singularity—the notion that AI-based computers can program the next generation of AI-based computers until a singularity is achieved, where an…
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Learned Brain Self-Regulation for Emotional Processing and Attentional Modulation: From Theory to Clinical Applications
…the adequate use of control conditions and subjects, the mechanism of learning involved in brain self-regulation, and the still unexplored potential long-lasting effect on brain reorganization and clinical alleviation, among others. This special issue on self-regulation of the brain of emotion and…
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Internet and Computers for Agriculture
…The expansion of cloud technologies, artificial intelligence (AI), machine learning (ML), deep learning (DL), and big data collection are setting the stage for Agriculture 5.0. Agriculture science and natural sciences are further promoting this trend with the development of leading-edge scientific…
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Advances in Public Transport Platform for the Development of Sustainability Cities
Modern societies demand high and varied mobility, which in turn requires a complex transport system adapted to social needs that guarantees the movement of people and goods in an economically efficient and safe way, but all are subject to a new environmental rationality and the new logic of the…
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Internet of Things, Embedded Solutions, and Edge Intelligence for Smart Health
The Internet of Things (IoT) is becoming increasingly popular in the healthcare domain due to the possibilities offered to monitor patients' health status remotely in real time. Moreover, the integration of IoT with edge intelligence solutions has started to bring further advantages in its use; in…
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The Internet of Things—Current Trends, Applications and Future Challenges
The Internet of Things (IoT) represents one of the most significant technological advancements of our era. It interconnects a multitude of devices and systems, thereby transforming how we interact with the world around us. The breadth and depth of IoT applications span various domains, offering…
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Application of Artificial Intelligence Methods in Processing of Emotions, Decisions and Opinions
During recent years, social infrastructure has become irreversibly linked to the Internet through its everyday manifestations, such as social networking services (Twitter, Facebook, etc.). Every second, this new tangible information-based reality provides large amounts of data filled with 1)…
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MaxEnt 2019—Proceedings, 2019, MaxEnt 2019The 39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
This Proceedings book presents papers from the 39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, MaxEnt 2019. The workshop took place at the Max Planck Institute for Plasma Physics in Garching near Munich, Germany, from 30 June to 5 July 2019…
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Application of Retinal and Optic Nerve Imaging in Clinical Medicine 2.0
This reprint discussed the role of retinal and optic nerve imaging in addition to its application in ophthalmic diseases and clinical medicine. It includes some high-quality articles containing original research results as well as review articles of exceptional merit.
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Edge Intelligence
This reprint provides an overview of the state of edge intelligence research and practice, including innovative programming frameworks, intelligent resource orchestration, secure communication protocols, and healthcare applications. It highlights how edge intelligence can revolutionize network…
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