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    New Machine Learning Findings from Swiss Federal Institute of Technology Describ ed (Stochastic Gradient Descent Without Full Data Shuffle: With Applications To In-database Machine Learning and Deep Learning Systems)

    83-85页
    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 out of Zurich, Switzerland, b y NewsRx editors, research stated, “Modern machine learning (ML) systems commonl y use stochastic gradient descent (SGD) to train ML models. However, SGD relies on random data order to converge, which usually requires a full data shuffle.”

    Study Findings on Robotics Discussed by Researchers at Shaoguan University (Huma n-Following Strategy for Orchard Mobile Robot Based on the KCF-YOLO Algorithm)

    85-85页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News – Research findings on robotics are discussed in a new report. According to news reporting originating from Shaoguan, People’s Repu blic of China, by NewsRx correspondents, research stated, “Autonomous mobile rob ots play a vital role in the mechanized production of orchards, where human-foll owing is a crucial collaborative function. In unstructured orchard environments, obstacles often obscure the path, and personnel may overlap, leading to signifi cant disruptions to human-following.”

    University of Calgary Reports Findings in Myelopathy (Advanced MRI metrics impro ve the prediction of baseline disease severity for individuals with degenerative cervical myelopathy)

    86-87页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Spinal Cord Diseases a nd Conditions - Myelopathy is the subject of a report. According to news origina ting from Calgary, Canada, by NewsRx correspondents, research stated, “Degenerat ive cervical myelopathy (DCM) is the most common form of atraumatic spinal cord injury globally. Degeneration of spinal discs, bony osteophyte growth and ligame nt pathology results in physical compression of the spinal cord contributing to damage of white matter tracts and grey matter cellular populations.”

    Findings from University of Queensland in the Area of Machine Learning Described (Machine Learning Applications In Hierarchical Time Series Forecasting: Investi gating the Impact of Promotions)

    87-88页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Research findings on Machine Learning are discussed in a new report. According to news reporting from Brisbane, Austra lia, by NewsRx journalists, research stated, “Hierarchical forecasting is needed in many situations in the supply chain to support decision making. Top-down, bo ttom-up, and optimal linear combination methods are common in hierarchical forec asting.”

    Qilu Hospital of Shandong University Reports Findings in Type 2 Diabetes (Novel insights into immune-related genes associated with type 2 diabetes mellitus-rela ted cognitive impairment)

    88-89页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Nutritional and Metabo lic Diseases and Conditions - Type 2 Diabetes is the subject of a report. Accord ing to news reporting originating in Jinan, People’s Republic of China, by NewsR x journalists, research stated, “The cognitive impairment in type 2 diabetes mel litus (T2DM) is a multifaceted and advancing state that requires further explora tion to fully comprehend. Neuroinflammation is considered to be one of the main mechanisms and the immune system has played a vital role in the progression of t he disease.”

    Researchers Submit Patent Application, 'Machine Learning Model Training Using Sy nthetic Data For Under-Display Camera (Udc) Image Restoration', for Approval (US PTO 20240135673)

    89-92页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “Under-display cameras (UDCs) are being used in various mob ile electronic devices and other electronic devices, such as smartphones and tab let computers. An under-display camera refers to a camera positioned underneath a display of an electronic device. Often times, an under-display camera can be u sed as a forward-facing camera to capture still or video images of a user of an electronic device. This approach helps to obscure the camera and reduce or elimi nate the need to include circular, pill-shaped, notched, or other cutouts in a d isplay. Due to optical diffraction and noise generated by having a display in fr ont of a camera lens, image restoration is performed in order to improve the qua lity of images captured by an under-display camera.”

    Patent Application Titled 'Method And System For Automatically Taking An Action Upon Detecting A Fault In A Vehicle' Published Online (USPTO 20240132086)

    93-97页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “When an electronic control unit (ECU) or other processing sys tem detects a fault in a vehicle, indicating that something is wrong or needs at tention, an alert is typically displayed to an operator of the vehicle. For exam ple, the ECU or other processing system may detect that a tire pressure is low, a fluid level is low, there is an engine issue, a headlight is malfunctioning, a safety feature is disabled, or the like and issue an appropriate alert to the o perator of the vehicle. In order to fix the problem, the operator of the vehicle typically needs to take action, but may not understand exactly what to do, forc ing the operator of the vehicle to consult an owner’s manual or online resource to determine what a given alert means and what action is needed. This is a cumbe rsome and inefficient process, delaying a fix to a problem experienced.

    Patent Issued for Systems and methods for automated degradationresistant tuning of machine-learning language processing models (USPTO 11966697)

    97-100页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “Computerized systems with artificial intelligence (“AI”) may execute every-day tasks with great effectiveness. An example of an AI system may be an intelligent conversational assistant that is able to derive the intent of an utterance spok en, or otherwise conveyed, by a person.

    Patent Application Titled 'Application Device, Robot, Production System And Meth od For Joining Adhesive-Tape Portions' Published Online (USPTO 20240131643)

    100-103页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “Application devices are known from the prior art. With the he lp of these application devices, one-piece sealing elements produced by punching , for example, are adhered to substrates. These sealing elements have an undersi de and an upper side. The underside in this case forms a first main joining surf ace, and the upper side forms a second main joining surface. The sealing element s can be adhered to a first substrate with their first main joining surface. Sub sequently, a second substrate can be adhered to the second main joining surfaces of the sealing elements. With the help of the sealing elements, the two substra tes can thereby be connected to one other. In particular, a one-piece sealing el ement produced by punching can be shaped in such a way that when the first main joining surface is connected to a first substrate and the second main joining su rface is connected to a second substrate, a cavity is formed between the two sub strates which is enclosed by the two substrates and the sealing element in such a manner that the two substrates and the sealing element seal the cavity from th e environment of the two substrates and the sealing element.

    Patent Application Titled 'Distributed Matrix Computation Control Method And App aratus Supporting Matrix Fused Operation' Published Online (USPTO 20240134932)

    104-108页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “Matrix operation has been widely used in modern society as a basic operation that is the basis of most algorithms in the field of computer sc ience, such as traditional linear systems such as recommendation systems, machin e learning, and graphic rendering.