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    Researchers at Federal University Santa Maria Release New Data on Machine Learni ng (Machine Learning Modeling and Additive Explanation Techniques for Glutathion e Production From Multiple Experimental Growth Conditions of <i>saccharomyces ...)

    122-123页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Machine Learning is th e subject of a report. According to newsreporting originating in Santa Maria, B razil, by NewsRx journalists, research stated, “Glutathione (GSH)production is of great industrial interest due to its essential properties. This study aimed t o use machinelearning (ML) methods to model GSH production under different grow th conditions of Saccharomycescerevisiae, namely cultivation time, culture volu me, pressure, and magnetic field application.”

    New Findings from National University of Science and Technology (NUST) in the Ar ea of Robotics Published (Multiple attribute group decision making approach for selection of robot under induced bipolar neutrosophic aggregation operators)

    123-124页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Investigators discuss new findings in robotics. According to news reporting fromNational University of Science and Te chnology (NUST) by NewsRx journalists, research stated, “In currentpiece of wri ting, we bring in the new notion of induced bipolar neutrosophic (BN) AOs by uti lizing Einsteinoperations as the foundation for aggregation operators (AOs), as well as to endow having a real-worldproblem-related application.”

    Studies from Federal University Rural Pernambuco Describe New Findings in Machin e Learning (Price Forecasting of a Small Pelagic Species In a South American Sup ply Center: a Machine Learning Approach)

    124-125页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Machine Learning is th e subject of a report. According to newsreporting originating in Recife, Brazil , by NewsRx journalists, research stated, “Small pelagic fish play akey role in human nutrition, especially in emerging countries, as they are affordable prote in sources andprovide income for fishing communities. Despite their nutritional benefits for human health, prices are themain factor when choosing seafood as diet components, which highlights the relevance of an economicanalysis, since c hanges in fish prices might alter the feeding patterns of populations worldwide. ”

    Mobile Cleaning Robot Dustpan' in Patent Application Approval Process (USPTO 20 240099529)

    125-127页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “Autonomous mobile robots include autonomous mob ile cleaning robots that can autonomouslyperform cleaning tasks within an envir onment, such as a home. An autonomous cleaning robot cannavigate across a floor surface and avoid obstacles while vacuuming the floor surface and operating rotatable members carried by the robot to ingest debris from the floor surface. As the robot moves acrossthe floor surface, the robot can rotate the rotatable mem bers, which can engage the debris and guide thedebris toward a vacuum airflow g enerated by the robot. The rotatable members and the vacuum airflowcan thereby cooperate to allow the robot to ingest debris.”

    Researchers Submit Patent Application, 'Smart Expiration Determination Of Grocer y Items', for Approval (USPTO 20240104494)

    127-130页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“Delivering accurate, relevant and sometimes user-tailored data to users is often a challenging task for anyonline system, particularly on es with large databases. In some cases, a database may include various dataentr ies that are fast changing. The various changes in the databases may affect how a user interacts witha system. In some cases, a data entry may be associated wi th a real-world object that has a temporalnature. For example, in an inventory management system, an entry for an inventory item may be associatedwith timing information for an expiring item. Determining the nature of the real-world objec t is oftenchallenging for a conventional computing system. The failure to provi de accurate timing informationconcerning various real-world objects often adver sely affects the user experience of an online system.”

    Systems And Methods For Embodied Multimodal Artificial Intelligence Question An swering And Dialogue With Commonsense Knowledge' in Patent Application Approval Process (USPTO 20240104308)

    130-133页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “Generalization to unseen environments remains a challenge for all forms of artificial intelligence.This is especially true of embodied mobile-manipulation agents (e.g., robots that include artificial intelligence engines configured to use various machine-learning models), which may inc lude entities with physicalembodiments that must interact with an environment ( e.g., navigating the environment, manipulatingobjects, communicating with other agents, and the like), in order to understand its context, reason aboutit, and learn from it. When much of the experience of the agent experience (e.g., durin g model training orpolicy optimization) has consisted of just a few geospatial scenes, a restricted set of objects, or very simpledialogues and/or question-an swer interactions, models tend to over fit to these training distributions.

    Patent Issued for Automated blast cell loading and unloading (USPTO 11940198)

    133-137页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“Convective air blast freezing is a process by which freezing of items like foodstuffs is facilitated by flowingvery cold air over the items via mechanical force. Such air blast freezing can be typically used for very lar gevolumes of goods that are carried on pallets. Airflow of thousands of cubic f eet per minute (CFM) can beused for freezing. Blast freezing is typically used on perishable foods (e.g., fruits and meats) geographicallynear their point of initial food processing. Such goods may then be stored for a short or long perio d infrozen warehouse, and then shipped to a point close to their use, such as t o a grocery store or a warehouseoperated by a particular grocer.

    Fastener Apparatus, Fastener Attaching Device Using The Fastener Apparatus, And Fastener Attaching Method Using The Fastener Attaching Device' in Patent Applic ation Approval Process (USPTO 20240100619)

    137-138页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “The disclosure relates to a fastener to be atta ched to a workpiece by an attaching deviceprovided on an arm, such as a manipul ator, of a robot; a fastener attaching device using the fastener; anda fastener attaching method using the fastener attaching device.“For example, as described in Japanese Unexamined Patent Application Publication (JP-A) No. 2020-89903, a stud welder is used as an attaching device for attachi ng, by arc welding, a stud bolt, serving asa fastener, to a workpiece, such as a steel member, in the production of vehicle bodies of mass-producedvehicles. T he stud welder disclosed in JP-A No. 2020-89903 is called a welding gun, with wh ich a studbolt gripped by a gripper, called a collet, provided at the end of th e welding gun is manually welded toa workpiece. With such a manual welding gun, welding is performed after gripping the stud bolt with thegripper one-by-one.

    Patent Issued for Automatic code reconfiguration based on function and subfuncti on analysis (USPTO 11941380)

    139-142页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Modern vehicles and other Internet of Things (I oT) systems often utilize many differentcontrollers, which may need software ch anges from time to time. These software changes can presentmany technical and s ecurity challenges. For example, as software is updated over time, its content a ndstructure may become increasingly complex and disorganized, not only increasi ng difficulty for softwaredevelopers, but also increasing code length (i.e., a number of lines of code), software file size, and softwarere-configuration and verification time. In some cases, large software update files may result, which may becostly or infeasible for over-the air-updates and difficult for devices t o implement, especially controllers,which often have limited processing and/or storage resources. Also, even when a device can run such aprogram, this can str ain processing or storage resources as well as degrade system performance. In so mesituations, a function or group of functions may be long or complex and the c hange in the function maybe small and simple. This can result in unnecessarily lengthy delta files (or other software change files) andheavy uses of computing resources to implement or verify software changes when aspects of these long orcomplex functions are changed. As software often requires extremely thorough te sts, the approval processfor every single change is very lengthy and costly, th us creating a need for the ability to determine the truesubstantive impact of s oftware changes, which can be smaller than, and are often obfuscated by, morele ngthy-appearing non-substantive changes. Moreover, as individual symbols may hav e respective objectfiles that are compiled into a binary file, a small change t o a few symbols can lead to drastic changes tothe size and complexity of a soft ware update file. In some scenarios, low-substance changes may be madeto aspect s of code, such as changing a symbol name, with little or no functional change b eing effectedto the code. However, current systems lack vision into these kinds of changes, leading to unnecessaryadditions of code, further exacerbating the issues described above.

    Product Demand Using Food Recipe Data' in Patent Application Approval Process ( USPTO 20240104625)

    142-145页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “The present invention relates generally to opti mizing food personalization and reducingfood waste, and more specifically, to o ptimizing food personalization and reducing food waste by usinga computing devi ce executing a machine learning model to ascertain food product information base d onfood recipes.“A significant amount of food produced for human consumption is wasted on a year ly basis. A largefactor that contributes to this waste is the expiration of foo d within households, in which food items arepurchased by consumers, never used or finished, and must subsequently be discarded due to the expirationof the app licable food product.