Machine Learning Archives | Innovate
Innovation Spotlight
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The ever-increasing demands for mobile broadband and expansion to vertical industries (automotive, satellite, internet of things) continue driving the development of wireless technology. The next major step in the evolution of 5G towards the sixth generation (6G) mobile networks is called 5G-Advanced. Built on the strong 5G foundation, 5G-Advanced will ...

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The world’s demand for lithium extraction has grown in recent years—driven by lithium use in new consumer electronic battery technologies and electric cars. Lithium is a highly reactive alkali metal with excellent heat and electrical conductivity, and these properties make it useful for manufacturing glass, high-temperature lubricants, chemicals, pharmaceuticals, and ...

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Since the early decades of artificial intelligence (AI), humanoid robots have been a staple of sci-fi books, movies, and cartoons. After decades of research and development in AI, we are still a long way from having humanoid robots as part of daily life. Many of our intuitive planning and motor ...

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The adoption of the Industrial Internet of Things (IIoT) has increased globally, accelerated by the pandemic when manufacturers faced supply chain issues and workforce shortages. Utilizing machine learning (ML), AI, and big data, IIoT’s potential to increase global production, support remote operations, and optimize manufacturing and analytics are vital to ...

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While many areas of the globe are still using 4G and even 3G networks—current research activity has been centered around beyond-5G communications to meet the ever-growing demands of tactile communication with immersive user experience. A new generation of wireless mobile telecommunications technology has been released roughly every 10 years since...

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As the internet continues to become increasingly ingrained in our daily lives, concerns over the security of data, communications, commerce, and more have never been greater. Despite the extensive measures to prevent attacks—from intensive user authentication, to firewalls, to antivirus and malware software—hackers are still finding new ways inflict damage...

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AI and ML in voice-driven technologies have transformed the way societies around the world learn, work and function, but privacy issues remain and a new system could enhance data protection in speech publishing while preserving the analytical utility of the data.

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A new federated learning framework could help create a more personalized healthcare experience for wearable devices that doesn’t risk compromising users’ privacy and security.

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Without archaeological investigations, many of the historical sites we know today would remain a mystery. Using VR and AI, researchers have developed a system to revolutionize how archaeologists discover ancient civilizations

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Machine learning security
As machine learning security emerges, IEEE spoke with Gary McGraw, the “father of software security,” about the opportunities as the field expands.

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