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    University Hospital Reports Findings in Obstructive Sleep Apnea [Heterogeneous Effects of Continuous Positive Airway Pressure in Non-Sleepy Obstr uctive Sleep Apnea on Cardiovascular Disease Outcomes: Post Hoc Machine Learning Analysis of the …]

    104-105页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Respiratory Tract Dise ases and Conditions - Obstructive SleepApnea is the subject of a report. Accord ing to news reporting out of Lleida, Spain, by NewsRx editors,research stated, “Randomized controlled trials of continuous positive airway pressure (CPAP) ther apy forcardiovascular disease (CVD) prevention among patients with obstructive sleep apnea (OSA) have beenlargely neutral. However, given that OSA is a hetero geneous disease, there may be unidentified subgroupsdemonstrating differential treatment effects.”
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    Investigators from Shandong University Report New Data on Support Vector Machine s (Optimized Decomposition and Identification Method for Multiple Power Quality Disturbances)

    105-106页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Fresh data on Support Vector Machines are presented in a new report. According tonews reporting originating in Jinan, People’s Republic of China, by NewsRx journalists, research stated,“The comple xity of power quality (PQ) concerns is intensifying in tandem with the prolifera tion of inverterbasedrenewable energy systems. The integration of power electr onic devices within the distributionnetwork exacerbates the complexity and intr oduces greater temporal variability to signal components.”
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    Huzhou University Reports Findings in Machine Learning (Predicting anion diffusi on in bentonite using hybrid machine learning model and correlation of physical quantities)

    106-107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 Huzhou, People ’s Republic of China, by NewsRx journalists, research stated,“Radionuclide diff usion will be influenced by numerous factors. Establishing a model that can eluc idate theinternal correlation between mesoscopic diffusion and the microscopic structure of bentonite can enhancethe comprehension of radionuclide diffusion m echanisms.”
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    Data from Department of Breast and Thyroid Surgery Provide New Insights into Sup port Vector Machines (Subspace Sequentially Iterative Leaning for Semi-supervise d Svm)

    107-108页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Current study results on Machine Learn ing - Support Vector Machines have beenpublished. According to news reporting o riginating in Shenzhen, People’s Republic of China, by NewsRxjournalists, resea rch stated, “Classifying partially labeled high-dimensional data remains a diffi cult problemfor semi-supervised support vector machine (SVM) since the converge nce and the stability can hardly beguaranteed. Existing studies try to use dime nsionality reduction techniques to relieve this problem.”
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    Patent Application Titled 'Systems And Methods For Determining Remaining Useful Energy In An Electric Aircraft' Published Online (USPTO 20240211009)

    108-110页
    查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“The range of how far an electric vehicle can go is based on h ow much energy remains in the batterypack, but often not all the energy can use d for operating the vehicle due to a plurality of factors, so it isuseful for a user to be able to know with accuracy how much useful energy remains in the bat tery.”
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    Patent Issued for Systems, methods, and media for modifying the coloring of imag es utilizing machine learning (USPTO 12020364)

    110-113页
    查看更多>>摘要：The patent’s inventors are Lavezac, Hugo (Villeneuve-loubet, FR), Ngattai Lam, P rince (Paris, FR),Orzan, Alexandrina (Nice, FR), Robert, Luc (Valbonne, FR).This patent was filed on April 7, 2022 and was published online on June 25, 2024 .From the background information supplied by the inventors, news correspondents o btained the followingquote:“Technical Field“The present disclosure relates generally to digital image processing, and more specifically to modifyingthe coloring of images utilizing machine learning.“Background Information“In the design, construction and/or operation of infrastructure (e.g., buildings , factories, roads, railways,bridges, electrical and communication networks, eq uipment, etc.) it is often desirable to createmodels, e.g., three-dimensional ( 3D) high-resolution models, of a scene in which the infrastructure isbuilt, or planned to be built.
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    'Imprint Apparatus, Imprint Method, And Article Manufacturing Method' in Patent Application Approval Process (USPTO 20240210818)

    114-116页
    查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: ““Field of the Invention“The present invention relates to an imprint apparatus, an imprint method, and a n article manufacturingmethod.“Description of the Related Art“In the manufacture of an article such as a semiconductor, in order to improve t hroughput, two handscan be provided in a substrate conveyance robot that exchan ges a substrate with a substrate stage. Whilea substrate placed on the substrat e stage is processed, the substrate conveyance robot holding a substrateto be p rocessed next with one hand can wait at a substrate exchange position. When proc essing of thesubstrate placed on the substrate stage ends, the substrate convey ance robot can receive the substrateplaced on the substrate stage with the othe r hand, and place, on the substrate stage, the substrate heldwith the one hand of the substrate conveyance robot. If the waiting time of the substrate conveyan ce robotat the substrate exchange position varies between substrates, the influ ence of heat which the substratereceives at the substrate exchange position can change, so that the temperature of the substrate placed onthe substrate stage can vary. This can cause a variation in overlay accuracy. Japanese Patent Laid-O penNo. 2000-200820 describes a substrate conveyance apparatus provided with a t emperature adjustmentunit. However, providing a temperature adjustment unit in a substrate conveyance apparatus can lead toa complicated arrangement of the su bstrate conveyance apparatus.”
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    Patent Application Titled 'Leak Testing Apparatus' Published Online (USPTO 20240 210269)

    116-120页
    查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Inthe conventional art, there is a number of situations wher e it is necessary to test the tightness betweena pipe penetrating a plate, part icularly in applications where it is desirable to have for example a liquidon o ne side of the plate and air or other liquid/media on the other side of the plat e. Leaking in theconnection between the pipe and the plate is undesirable. Natu rally, it will be possible to introduce aliquid on one side of the plate and th en optically detect whether or not there is a leak, after which the leakmay be repaired. However, for industrial purposes, this is a very cumbersome and imprac tical manner oftesting such connections. Further, a problem arises when there i s a large number of pipes penetrating aplate member in a very small area, such that the distance between adjacent pipes is very limited. In suchsituations it may be very difficult to detect which pipe is leaking, and furthermore the repai r may also berather cumbersome.
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    Researchers Submit Patent Application, 'Reconfigurable Mainframe With Replaceabl e Interface Plate Having Replaceable Chamber Ports', for Approval (USPTO 2024021 3056)

    120-123页
    查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Conventional electronic device manufacturing systems (also referred to as device fabrication systems)may include a mainframe around which multiple process chambers and load lock chambers are arranged.The mainframe ma y have a number of side walls (commonly referred to as “facets”) to which proces schambers and/or load lock chambers are coupled. The facets of conventional mai nframes are machinedto have a pre-arranged configuration with chamber ports tha t have predetermined sizes, positions, etc.Once a conventional mainframe is man ufactured, the type, size, arrangement and location of chamberports are fixed f or that mainframe. If an owner of the mainframe wants a new configuration, then a newmainframe having the new configuration is then purchased.”
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    Patent Application Titled 'Machine Learning Based Methods And Systems For Genera ting Customized Feedback For Program Codes' Published Online (USPTO 20240211383)

    123-127页
    查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“Nowadays, computer programming is taught at schools, colleges , boot camps, as well as through onlineprograms. In such teachings as well as d uring job interviews, students/applicants are often asked to writeshort program s for a specific task (also known as a ‘programming challenge’). The task often specifiesan exact format for input to the program and expected output from that program. Such a task is oftenexpected to be solved in a short period of time a nd the answer is a piece of user-submitted code that issupposed to fulfill the requirements of the task.
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