Source – https://www.railwayage.com/ RAILWAY AGE, JULY 2021 ISSUE: Reliable, real-time monitoring of in-service railcar components will enhance the potential for maintenance planning. BY ANISH POUDEL, PH.D – PRINCIPAL INVESTIGATOR I (NDT); ABE MEDDAH – PRINCIPAL INVESTIGATOR I; AND MATT WITTE, PH.D – SCIENTIST, TRANSPORTATION TECHNOLOGY CENTER, INC.  Through the Association of American Railroads (AAR) Strategic Read More

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Source – https://techxplore.com/ In a perfect world, what you see is what you get. If this were the case, the job of artificial intelligence systems would be refreshingly straightforward. Take collision avoidance systems in self-driving cars. If visual input to on-board cameras could be trusted entirely, an AI system could directly map that input to an appropriate action—steer right, Read More

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Source – https://medicalxpress.com/ Can better design of deep learning studies lead to the faster transformation of medical practices? According to the authors of “Designing deep learning studies in cancer diagnostics,” published in Nature Reviews Cancer‘s latest issue, the answer is yes. “We propose several protocol items that should be defined before evaluating the external cohort” says Read More

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Source: metrology.news. As the digital age moves forward, it’s becoming impossible to avoid interacting with artificial intelligence (AI) systems. Computer assistants and AIs perform an ever-growing range of tasks that are broadly intended to improve our quality of life. This extends to industry as well. But first, what do we mean by artificial intelligence? In Read More

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Source: phys.org The role of deep learning in science is at a turning point, with weather, climate, and Earth systems modeling emerging as an exciting application area for physics-informed deep learning that can more effectively identify nonlinear relationships in large datasets, extract patterns, emulate complex physical processes, and build predictive models. “Deep learning has had Read More

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Source: thehill.com A machine-learned AI system used to assess recidivism risks in Broward County, Fla., often gave higher risk scores to African Americans than to whites, even when the latter had criminal records. The popular sentence-completion facility in Google Mail was caught assuming that an “investor” must be a male. A celebrated natural language generator called GPT, with Read More

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Source: zdnet.com Artificial intelligence and machine learning models can work spectacularly — until they don’t. Then they tend to fail spectacularly. That’s the lesson drawn from the COVID-19 crisis, as reported in MIT Technology Review. Sudden, dramatic shifts in consumer and B2B buying behavior are, as author Will Douglas Heaven put it, “causing hiccups for the algorithms Read More

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Source: themanufacturer.com It’s no secret that decisions made by artificial intelligence (AI) systems will increasingly impact our lives both professionally and personally, bringing a multitude of benefits to the way we live our lives. However, big decisions often come with an ethical price tag. For example, take AI in the Human Resources (HR) field. Many Read More

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Source: dqindia.com Businesses have embraced artificial intelligence with open arms. Ecommerce platforms are leveraging the technology to personalize customer experience and improve customer relations. Healthcare is using it for improved medical diagnosis, law enforcement agencies are using it to fight crime, and organizations are using it to screen potential candidates, and so many other sectors Read More

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Source: analyticsindiamag.com A team at NYU and Modl.ai have posited in their recent work, that simple image processing techniques (listed below) can improve the generalisation in deep reinforcement learning systems.  RL systems are typically trained on gaming platforms which are test beds for teaching agents new tasks through visual cues. By exploiting the field of views of Read More

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Source: i-hls.com Situational awareness and battlefield intelligence is often the most crucial part of warfare. Aircraft carriers, jets, tanks, and the most advanced technologies mean close to nothing if lacking solid intelligence and enemy detection capabilities.  The United States Army is now planning to utilize artificial intelligence, machine learning, target recognition, and drones to predict Read More

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Source: news.wsu.edu Washington State University researchers are creating the first-ever “IQ test” for artificial intelligence (AI) systems that would score systems on how well they learn and adapt to new, unknown environments. Diane Cook, Regents Professor and Huie-Rogers Chair Professor, and Larry Holder, professor in the School of Electrical Engineering and Computer Science, received a Read More

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Source: infoq.com Horace He recently published an article summarising The State of Machine Learning Frameworks in 2019. The article utilizes several metrics to argue the point that PyTorch is quickly becoming the dominant framework for research, whereas TensorFlow is the dominant framework for applications deployed within a commercial/industrial context. He, a research student at Cornell University, counted the number of papers discusing either PyTorch or TensorFlow Read More

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Source: scroll.in In this version of the future, people will still have a role working alongside smart systems: either the technology will not be good enough to take over completely, or the decisions will have human consequences that are too important to hand over completely to a machine. There’s just one problem: when humans and Read More

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Source: gizmodo.com A collaborative research team claims their artificially intelligent system should be recognized as the rightful inventor of two innovative designs, in a potentially disruptive development in patent law. Patent law is complicated even at the best of times, but a new project led by researchers from the University of Surrey could make it Read More

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Source: zdnet.com Microsoft really wants you to know that its anti-malware, once an industry laggard, is today the best option for Windows 10 machines. Tanmay Ganacharya, general manager of Microsoft ATP security research, told ZDNet there are sound reasons why its defenses are now the primary antivirus on more than half a billion devices.  Barely Read More

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Source: portnews24.com AMA Research have recently released a comprehensive study of over 150+ pages on ‘Data Mining Software’ market  to meet ever-changing industry conditions that marketers must adjust to strategies & leverage the best results for the company. The study not just provides market size break-up by revenue and volume* for  potential countries and important Read More

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Source:- theregister.co.uk Turns out people are not that great at tracking thousands of variables American upstart Databricks, established by the original authors of the Apache Spark framework, reckons its open-source machine-learning management engine MLflow is ready for prime time. The released version 1.0 of the platform focuses on core API components. It improves the handling of Read More

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Artificial Intelligence