查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – A new study on artificial intelligence is now available. According to news originating from Canberra, Australia, by Ne wsRx correspondents, research stated, “Causal machine learning tools are beginni ng to see use in real-world policy evaluation tasks to flexibly estimate treatme nt effects.” The news reporters obtained a quote from the research from Australian National U niversity: “One issue with these methods is that the machine learning models use d are generally black boxes, that is, there is no globally interpretable way to understand how a model makes estimates. This is a clear problem for governments who want to evaluate policy as it is difficult to understand whether such models are functioning in ways that are fair, based on the correct interpretation of e vidence and transparent enough to allow for accountability if things go wrong. H owever, there has been little discussion of transparency problems in the causal machine learning literature and how these might be overcome. This article explor es why transparency issues are a problem for causal machine learning in public p olicy evaluation applications and considers ways these problems might be address ed through explainable AI tools and by simplifying models in line with interpret able AI principles. It then applies these ideas to a case study using a causal f orest model to estimate conditional average treatment effects for returns on edu cation study. It shows that existing tools for understanding black-box predictiv e models are not as well suited to causal machine learning and that simplifying the model to make it interpretable leads to an unacceptable increase in error (i n this application).”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Current study results on Robotics have been published. According to news reporting out of Harbin, People’s Republic of China, by NewsRx editors, research stated, “The sensory function is crucial for achieving precise feedback control and environmental interaction in soft robots . Therefore, the multimodal sensory capabilities that mimic human fingers have a lways been a research hotspot.” Financial support for this research came from National Science Foun-dation for Y oung Scientists of China.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Investigators publish new report on ro botics. According to news reporting originating from Changsha, People’s Republic of China, by NewsRx correspondents, research stated, “In order to improve the w alking stability of a biped robot in multiple scenarios and reduce the complexit y of the Central Pattern Generator (CPG) model, a new CPG walking controller bas ed on multivariate linear mapping was proposed.” Funders for this research include Research Foundation of Education Bureau of Hun an Province, China; Science And Technology Innovation Program of Hunan Province; Natural Science Foundation of Hunan Province.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Investigators publish new report on Ro botics - Robotics and Automation. According to news reporting originating in Xi’ an, People’s Republic of China, by NewsRx journalists, research stated, “There i s still a lack of null-space impedance control defined in Cartesian space that i s suitable for multipoint contact and does not require knowledge of the force lo cations. To address this problem, this letter demonstrates a type of Cartesian n ull-space impedance control for the anthropomorphic manipulator.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News – Research findings on Machine Learning are discuss ed in a new report. According to news reporting from Shanghai, People’s Republic of China, by NewsRx journalists, research stated, “Pyroprocessing is one of the promising technologies for the reprocessing of spent nuclear fuel. In the elect rolytic reduction process of pyroprocessing, LiCl serves as the electrolyte with a minor addition of Li2O as the initial oxygen ion input.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Heart Disorders and Di seases - Heart Attack is the subject of a report. According to news reporting or iginating in Wuxi, People’s Republic of China, by NewsRx journalists, research s tated, “Percutaneous coronary intervention (PCI) is one of the most important di agnostic and therapeutic techniques in cardiology. At present, the traditional p rediction models for postoperative events after PCI are ineffective, but machine learning has great potential in identification and prediction of risk.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Machine Learning is th e subject of a report. According to news reporting originating from Sydney, Aust ralia, by NewsRx correspondents, research stated, “Traditional prognostic models for ST-segment elevation myocardial infarction (STEMI) have limitations in stat istical methods and usability. We aimed to develop a machine-learning (ML) based risk score to predict in-hospital mortality, intensive care unit (ICU) admissio n, and left ventricular ejection fraction less than 40% (LVEF <40%) in STEMI patients.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Investigators discuss new findings in Machine Learning. According to news originating from Lanzhou, People’s Republic of China, by NewsRx correspondents, research stated, “Penicillium expansum cause s blue mold in fruit, leading to the accumulation of patulin, a harmful toxin. C urrent detection methods for patulin are costly and complex, highlighting the ne ed for a simplified approach.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Researchers detail new data in robotic s. According to news reporting from Singapore, Singapore, by NewsRx journalists, research stated, “Landscape maintenance is essential for ensuring agricultural productivity, promoting sustainable land use, and preserving soil and ecosystem health.” Funders for this research include National Robotics Program, Under Its National Robotics Program (Nrp) Bau, Ermine III: Deployable Reconfigurable Robots; Sutd-z ju Thematic Research Grant.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Artificial Intelligenc e is the subject of a report. According to news reporting from London, United Ki ngdom, by NewsRx journalists, research stated, “Bronchoscopy is a challenging te chnical procedure, and assessment of competence currently relies on expert rater s. Human rating is time consuming and prone to rater bias.”
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