查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“A counterfeit product is an imitation intended to be passed o ff fraudulently or deceptively as new orgenuine. Counterfeit products are a com mon problem in markets around the world. In particular, they canimpose safety r isks for consumers-e.g. because of sub-optimal quality or testing-and can cause ethical,reputational, and financial impacts for companies.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “Generative models are types of machine learning models that can generate a digital component,such as an image, a video, or tex t, based on a model input, e.g., a text prompt describing the digitalcomponent to be generated. One example of a generative model is a Stable Diffusion (SD) mo del. SD isa type of diffusion process that is used to generate images with high visual fidelity, where the model learnsto iteratively refine an initial noisy image to generate a realistic output image.”
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “As automation becomes more common, robots are b eing used in more environments, suchas in warehousing and retail environments. For instance, robots may be used to interact with merchandiseor other objects i n a warehouse. The movement of the robot may be fixed, or may be based on an inp ut,such as information generated by a sensor in the warehouse.”
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Effective floor coverage management is a critic al but challenging aspect of Access Point(AP) deployment. Striking an appropria te balance between AP power levels is crucial to ensure optimalclient experienc es. When AP power is set too high, for example, it often leads to the occurrence ofOverlapping Basic Service Sets (OBSS), causing interference and deterioratin g the client’s connectivityand overall experience. On the other hand, if AP pow er is set too low, coverage gaps emerge, which couldleave certain areas underse rved, leading to subpar user experiences. Addressing these issues requires amet iculous approach that accounts factors such as building layout, client density, and interference sourcesto achieve seamless coverage while avoiding any detrime ntal impacts on network performance and usersatisfaction.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion suppliedby the inventors: “Web-based collaboration environments, sometimes referred to as work managementplatforms, may enable users to assign projects, tasks, or other assignments to assignees (e.g., other users)to complete. A coll aboration environment may comprise an environment in which individual users and/or a virtual team of users does its work and enables the users to work in a more organized and efficientmanner when remotely located from each other.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Teleoperated or computer assisted medical systems often em ploy a master control that a physician orother medical personnel can use to con trol actuated slave medical instruments. A medical instrument may,for example, include a tool such as a scalpel, forceps, or a cauterizing tool, and a surgeon may operatea master control similar to a joystick to provide control signals to a control system. The control systemcan then convert the control signals into actuation signals that drive actuators to move the instrument,for example, to c ut, clamp, or cauterize a patient’s tissue so that the tool movement follows the mastercontrol movement. One potential concern for such systems is inadvertent or uncontrolled movement ofthe master control, because a patient could be injur ed if uncontrolled movement of the master controlcauses uncontrolled operation of the tool that interacts with a patient’s tissue. Surgeons can be trained to a void situations where uncontrolled movement is possible, but additional techniqu es or fail safes maybe desirable to prevent uncontrolled movement.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News - According to news reporting based on a preprint abstract, our journalists obtained thefollowing quote sourced from bi orxiv.org:“Benchmarking drives innovation by providing a standardised framework that chall enges existing methodsand encourages the development of more advanced and effec tive solutions. Having well-curatedbenchmarking datasets has allowed machine le arning experts to enter and revolutionise various fields ofbioinformatics, such as protein structure prediction. Here, we present a set of benchmarking dataset s forthe yet unsolved task of accurate microRNA (miRNA) binding site prediction . miRNAs are small, noncodingRNAs that regulate gene expression post-transcrip tionally. miRNAs are loaded onto Argonautefamily proteins (AGO) and serve as gu ides to target specific binding sites on messenger RNA throughpartial sequence complementarity, the exact rules of which remain to be fully understood. The pre ciseidentification of miRNA binding sites is crucial for the further understand ing of these master regulatorsof gene expression. Despite decades of attempts t o accurately predict miRNA binding sites, the field hasbeen unable to conclusiv ely determine the exact rules of miRNA binding. An important issue is the relative paucity of unbiased experimental datasets that could be used to train more ac curate machine learningmodels.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News - According to news reporting based on a preprint abstract, our journalists obtained thefollowing quote sourced from bi orxiv.org:“Classifying non-coding RNA (ncRNA) sequences, particularly mirtrons, is essenti al for elucidatinggene regulation mechanisms.
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