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This article presents an overview of the SmartSite research project that adopts machine learning, decision theory and distributed artificial intelligence to design and test a multi-agent system (MAS) for asphalt road construction.
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Although the hype was at an all-time high, Deloitte's State of AI in the Enterprise 2018 report showed that 82% of early adopters of AI saw positive ROI, and 63% adopted machine learning (ML) as a key technology in 2018.
Therefore, it is natural to adopt machine learning approach into the knowledge-oriented controllers to enhance their performance and minimize tedious parameter tunings.
McKinsey found that 82% of enterprises adopting machine learning and AI have gained a financial return from their investments.
The former is managed in a best-effort but very dynamic way, e.g., by adopting machine learning to improve network utilization (like the DIANA solution [6]).
McAfee will stay focused on threat detection, but it's moving beyond the signature-based approaches of its early days and is adopting machine learning technology instead in an effort to detect attacks as they happen, rather than after the fact.
The perfume business is hardly the only one to adopt machine learning without seeing rapid change.
8. SD-WAN tools will adopt machine learning and artificial intelligence capabilities to take WANs to the next level.
Whether Sand Hill Road investors will adopt this machine learning approach to VC is debatable.
Therefore, to find the best combination of quality measures and image features, we adopt a machine learning approach.
Adopting a machine learning approach, we represent this prediction problem as a regression task in which the model is first trained, and then it is used to estimate the real flows, (mathbf{Y}_{{r}}) or (mathbf{Y}_{{c}}), which are the so called target values.
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CEO of Professional Science Editing for Scientists @ prosciediting.com