214.423 hasil untuk machine learning
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Buku Teks lengkap
Informed Machine Learning
This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced…
Juga tersedia di: DOAB
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Buku Teks lengkap
Practical Machine Learning
The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field. It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application…
Juga tersedia di: DOAB
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Buku Teks lengkap
Automated Machine Learning
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial…
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Artikel Jurnal Teks lengkap
Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study
…sentiment on vaping that may be useful for public health surveillance. Machine learning classifiers that identify vaping-relevant tweets and characterize sentiments in them can underpin a Twitter-based vaping surveillance system. Compared with traditional machine learning classifiers that are…
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Artikel Jurnal Teks lengkap
Machine Learning-Based Medical Devices: the FDA’s Regulation, Requirements, and Restrictions
The FDA should create functional regulations for the growing number of machine learning medical devices. The healthcare system is increasingly using these devices for diagnosis. Machine learning devices trained on biased data sets are susceptible to furthering certain types of bias and generating…
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Artikel Jurnal Teks lengkap
ARTIFICIAL INTELLIGENCE/ MACHINE LEARNING-BASED MEDICAL DEVICES: REGULATORY AND PATENTABILITY CHALLENGES
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Artikel Jurnal Teks lengkap
Artificial Intelligence, Machine Learning, and Bias in Finance: Toward Responsible Innovation
According to some futurists, financial markets’ automation will substitute increasingly sophisticated, objective, analytical, model-based assessments of, for example, a borrower’s creditworthiness for direct human evaluations irrevocably tainted by bias and subject to the cognitive limits of the…
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Artikel Jurnal Teks lengkap
Model-based machine learning
Several decades of research in the field of machine learning have resulted in a multitude of different algorithms for solving a broad range of problems. To tackle a new application, a researcher typically tries to map their problem onto one of these existing methods, often influenced by their…
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Artikel Jurnal Teks lengkap
Game-powered machine learning
…number of relevant semantic keywords, or tags. We introduce game-powered machine learning, an integrated approach to annotating multimedia content that combines the effectiveness of human computation, through online games, with the scalability of machine learning. We investigate this framework for…
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Artikel Jurnal Teks lengkap
Machine Learning and Radiology
[Image: see text] In this paper, we give a short introduction to machine learning and survey its applications in radiology. We focused on six categories of applications in radiology: medical image segmentation, registration, computer aided detection and diagnosis, brain function or activity…
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Artikel Jurnal Teks lengkap
Online Machine Learning Audiometry
OBJECTIVES. A confluence of recent developments in cloud computing, real-time web audio and machine learning psychometric function estimation has made wide dissemination of sophisticated turn-key audiometric assessments possible. The authors have combined these capabilities into an online (i.e…
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Artikel Jurnal Teks lengkap
Machine Learning in Medicine
Spurred by advances in processing power, memory, storage, and an unprecedented wealth of data, computers are being asked to tackle increasingly complex learning tasks, often with astonishing success. Computers have now mastered a popular variant of poker, learned the laws of physics from…
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Artikel Jurnal Teks lengkap
Machine learning exciton dynamics
Obtaining the exciton dynamics of large photosynthetic complexes by using mixed quantum mechanics/molecular mechanics (QM/MM) is computationally demanding. We propose a machine learning technique, multi-layer perceptrons, as a tool to reduce the time required to compute excited state energies. With…
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Artikel Jurnal Teks lengkap
Machine learning: supervised methods
Supervised learning algorithms extract general principles from observed examples guided by a specific prediction objective
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Artikel Jurnal Teks lengkap
Machine learning: A primer
Machine learning extracts general principles from observed examples without explicit instructions.
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