查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Some devices on a network, such as servers, routers, and swit ches, are equipped with a function of acquiring and transmitting a detailed inte rnal device state in real-time based on techniques such as telemetry used to mon itor and manage network infrastructure. A network supervisor or administer can s ee signs of failure and the like, and execute preventive maintenance for the dev ice by obtaining a detailed internal device state using this function.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “With a known method according to the published document EP-2 056 983, corresponding to U.S. Pat. No. 8,498,740, a method and/or an installation is disclosed of a sliding closure mounted at the outlet of a ve ssel for molten metal. This installation is provided with at least one tool maga zine, at least one spare part magazine and with means for opening and closing th e sliding closure. For this purpose, a robot provided with an automatic grip cha nging system and a control system is available, which, firstly, is capable of au tomatically detecting the precise position of the vessel or the sliding closure. It can then actuate the means for opening and closing the sliding closure and, depending on the condition of the individual components that might require repla cement, can take tools and/or spare parts from the magazines surrounding it and carry out cleaning operations, component removal and replacement or reinstallati on.”
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “In the field of laboratory automation, it is co mmon to integrate individual automated instruments in order to fully automate a workflow, especially in the life science and pharmaceutical industries. Generall y, each automated instrument performs a specialized function within that work fl ow. Integration is achieved by automating the transport of materials between the instruments. Integrated laboratory systems are often applicable for high throug hput workflows, which benefit from processing materials in high volume. Automati on of such processes can often improve the efficiency of the process, ensure con sistency, and reduce human errors.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “In recent years, the amount and use of interact ive programs has risen considerably. In tandem with this rise comes the need to have human-like interactions and/or create applications that provide guidance an d options for users. Additionally, in order to fulfill user-interaction requirem ents, these applications need to be helpful, and thus respond intelligently by p roviding relevant responses to user inputs, whether these inputs are received vi a text, audio, or video input.”
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “Analysis of biological material, such as cells, is performed for a variety of applications. Analysis is often performed by isol ating a cell, or type of cells, from a tissue sample or a solution sample. Vario us analysis tasks may then be performed on the isolated cell. The analysis tasks may include a variety of tasks such as, for example, imaging of the cell.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Robotics have been used for various applications, including a ssembly manufacturing and device testing. Such robotics have been used to test o r manufacture textiles and devices. Other robotics have been used in medical sur gery, requiring slow, precise movement. Often, the robotics are controlled in re al-time, such as those robotics used in medical procedures, in order to control and monitor the actions of the robotics.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: “Recent years have seen a significant development in system s that utilize web-based and mobile-based applications to manage user accounts a nd digital information for user accounts in real time. For example, many convent ional applications provide various graphical user interfaces (GUIs) to present d igital information and options to client devices. This often includes determinin g or calculating account-specific values or limits and communicating such inform ation via the web-based and mobile-based applications. Although conventional sys tems attempt to determine and communicate digital information to user accounts o n web-based and mobile-based applications, such conventional systems face a numb er of technical shortcomings, particularly with regard to flexible and efficient user interfaces that display obscure, non-transparent outputs from computer-bas ed models.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – According to news reporting based on a preprint abstract, our journalists obtained the following quote sourced from bi orxiv.org: “Most organisms\’ traits result from the complex inter play of many genetic and environmental factors, making their prediction from gen otypes difficult. Here, we used machine learning models to explore genotype-phen otype connections for 223 life history traits measured across 1011 genome-sequen ced Saccharomyces cerevisiae strains. Firstly, we used genome-wide association s tudies to connect genetic variants with the phenotypes. Next, we benchmarked an automated machine learning pipeline that includes preprocessing, feature selecti on, and hyperparameters optimization in combination with multiple linear and com plex machine learning methods.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – According to news reporting based on a preprint abstract, our journalists obtained the following quote sourced from me drxiv.org: “Objective: To challenge clinicians and informaticians to learn about potential sources of bias in medical machine learning models through investigation of data and predictions from an open-source severity of illness score. Methods: Over a two-day period (total elapsed time approximately 28 hours), we conducted a datat hon that challenged interdisciplinary teams to investigate potential sources of bias in the Global Open Source Severity of Illness Score. Teams were invited to develop hypotheses, to use tools of their choosing to identify potential sources of bias, and to provide a final report.
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