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    Findings from University of Maryland Broaden Understanding of Artificial Intelli gence (Thermodynamics-inspired explanations of artificial intelligence)

    86-86页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News – A new study on artificial intelligence is now available. According to news reporting from the University of Maryland by NewsRx jo urnalists, research stated, “In recent years, predictive machine learning models have gained prominence across various scientific domains.”

    University of Padova Reports Findings in Schizophrenia (Magnetic resonance imagi ng-based machine learning classification of schizophrenia spectrum disorders: a meta-analysis)

    87-88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 Mental Health Diseases and Conditions - Schizophrenia is the subject of a report. According to news re porting originating in Padua, Italy, by NewsRx journalists, research stated, “Re cent advances in multivariate pattern recognition have fostered the search for r eliable neuroimaging-based biomarkers in psychiatric conditions, including schiz ophrenia. These approaches consider the complex pattern of alterations in brain function and structure, overcoming the limitations of traditional univariate met hods.”

    Reykjavik University Reports Findings in Machine Learning (Antenna optimization using machine learning with reduceddimensionality surrogates)

    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 Machine Learning is the subject of a report. According to news originating from Reykjavik, Iceland, by NewsRx correspondents, research stated, “In modern times, antenna design has become more demanding than ever. The escalating requirements for performance and f unctionality drive the development of intricately structured antennas, where par ameters must be meticulously adjusted to achieve peak performance.”

    Findings on Robotics Discussed by Investigators at Dalian Maritime University (M otion Capture-based Robotic Imitation: a Keyframeless Implementation Method Usin g Multivariate Empirical Mode Decomposition)

    89-90页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Researchers detail new data in Robotic s. According to news reporting from Dalian, People’s Republic of China, by NewsR x journalists, research stated, “Robotic imitation faces challenges due to the l ack of nuanced movements when employing keyframe methods, which can potentially lead to the uncanny valley effect due to constraints in fitting data within moto r speed capacities. This research proposes a keyframeless motion-transferring me thod for robotic imitation using motion capture data.”

    Study Results from Zhejiang University Provide New Insights into Machine Learning (Prediction of CO2 content in mid-ocean ridge basalts via a machine learning a pproach)

    90-91页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Investigators publish new report on ar tificial intelligence. According to news originating from Hangzhou, People’s Rep ublic of China, by NewsRx editors, the research stated, “One of the primary loca tions of mafic magma production on Earth is the global mid-ocean ridge system.”

    Reports Summarize Robotics Study Results from Universidad Carlos III de Madrid ( Assistance in Picking Up and Delivering Objects for Individuals with Reduced Mob ility Using the TIAGo Robot)

    91-92页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Investigators publish new report on ro botics. According to news reporting originating from Leganes, Spain, by NewsRx c orrespondents, research stated, “Individuals with reduced mobility, including the growing elderly demographic and those with spinal cord injuries, often face si gnificant challenges in daily activities, leading to a dependence on assistance. ”

    Researchers Submit Patent Application, 'Human Machine Interface, Controller, Rob ot And Corresponding System And Method', for Approval (USPTO 20240300114)

    92-96页
    查看更多>>摘要:the field of industrial robot, a robot can be controlle d by a user to complete a particular task. The user may work with a human machin e interface (HMI) to operate a controller, which in turn controls the robot acco rding to the instructions from the user. The HMI may be connected to the control ler with a cable and the controller may also be connected to the robot with anot her cable. The HMI, the controller and the robot may be provided within a statio n. However, the station may accommodate more than one robot and more than one co ntroller. As the number of the controllers and the robots increases, the cables may be increased sharply. As a result, the user may find it difficult to figure out which controller is connected to a particular robot and which controller is connected to the HMI, and which robot is connected to the controller. Thus, how to identify the relations among the robot, controller and the HMI remains a chal lenge.”

    Researchers Submit Patent Application, 'Threshold Tuning For Imbalanced Multi-Cl ass Classification Models', for Approval (USPTO 20240303541)

    96-98页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors: “A training dataset is imbalanced if it contains a larger p roportion of a particular class. State of the art machine learning (ML) models a re often excessively biased towards predicting the majority (i.e. most frequent) class. This problem is compounded for multiclass classification datasets that a re highly imbalanced. Herein, there are two distinct kinds of classification. Bi nary classification has only two classes from which one class is predicted. Mult iclass classification instead has more than two classes from which one class is predicted. Herein, classification and prediction may be synonyms. Herein multicl ass or multiple classes means three or more classes. Herein, two classes is not multiclass.

    Patent Application Titled 'Docking Unit For A Lawn Mower Blade Sharpening And Ta sk Robot' Published Online (USPTO 20240298577)

    98-103页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “ “The present disclosure relates generally to systems and methods for docking a r obot, and in nonlimiting embodiments, to systems and methods for docking a blad e sharpening and task robot relative to a lawn mower. “Lawn mowers include blades that are used to cut grass. The blades of a lawn mow er must be kept sharp to run efficiently and to prevent disease of grass. Typica l methods for sharpening blades of a lawn mower require a user to detach the bla des from underneath a bottom side of the lawn mower, sharpen the blades, and re- attach the blades. Such methods may be performed manually or via a robot.

    Patent Application Titled 'Installing And Sealing Mechanism For Driving Motor Of Swimming Pool Robots' Published Online (USPTO 20240305158)

    103-105页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: “The swimming pool cleaning robots are automatic device capabl e of autonomously finishing the cleaning work of the bottom of the swimming pool under water. The cleaning robots help cleaning up daily trash and dirt at the b ottom of swimming pool, completely change the traditional method of manual clean ing, By utilizing the cleaning robots, the cleaning work may no longer be troubl esome. In order to realize the function of autonomously cleaning under water, in addition to good water-proof performance, the robot also needs “eyes” capable o f route recognition, and path navigation. Generally, navigation systems in simil ar applications use a measurement method in which an acceleration sensor and a g yroscope are combined to acquire a trajectory of a moving object, so as to contr ol the movement trend of the cleaning robots.