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    Studies in the Area of Machine Learning Reported from China University of Geosci ences (Landslide susceptibility assessment along the Karakoram highway, Gilgit B altistan, Pakistan: A comparative study between ensemble and neighbor-based mach ine ...)

    128-129页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News – Fresh data on artificial intelligence are present ed in a new report. According to news reporting out of Wuhan, People’s Republic of China, by NewsRx editors, research stated, “This study addressed the complex challenges associated with landslide detection along the Karakoram Highway (KKH) , where tectonic events and data availability limitations posed significant obst acles.” Funders for this research include King Saud University. The news reporters obtained a quote from the research from China University of G eosciences: “To overcome these hurdles, the research framework encompassed sever al critical components. First, it tackled the issue of multicollinearity through the application of statistical measures such as Variable Inflation Factor (VIF) and Information Gain (IG). Secondly, the study emphasized the importance of sel ecting a study area that would comprehensively represent the multivariate landsc ape, with KKH serving as an illustrative example. In striving for an equilibrium between implementation ease and algorithmic performance, the research favored t he adoption of Random Forest (RF) and Extremely Randomized Trees (EXT) over XGBo ost. Lastly, to fine-tune the algorithms and optimize their parameters, the stud y employed Particle Swarm Optimization (PSO) and evaluated their performance usi ng metrics like the Area Under the Curve (AUC). Remarkably, this comprehensive a pproach yielded accuracy rates exceeding 90% for all algorithms te sted (RF, EXT, and K-Nearest Neighbor (KNN)), with specific AUC values of 0.967, 0.968, and 0.914, respectively.”
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    Patent Issued for Multi-position restraining member for sled movement (USPTO 119 86182)

    129-132页
    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 originatin g from Alexandria, Virginia, by NewsRx journalists, a patent by the inventors Fi ebig, Kevin M. (Cincinnati, OH, US), Hensel, Adam D. (Cincinnati, OH, US), Shelt on, IV, Frederick E. (Hillsboro, OH, US), filed on August 16, 2021, was publishe d online on May 21, 2024. The assignee for this patent, patent number 11986182, is Cilag GmbH Internationa l (Zug, Switzerland). Reporters obtained the following quote from the background information supplied by the inventors: “A variety of surgical instruments include an end effector for use in conventional medical treatments and procedures conducted by a medical pr ofessional operator, as well as applications in robotically assisted surgeries. Such surgical instruments may be directly gripped and manipulated by a surgeon o r incorporated into robotically surgical systems. In the case of robotically ass isted surgery, the surgeon may operate a master controller to remotely control t he motion of such surgical instruments at a surgical site. The controller may be separated from the patient by a significant distance (e.g., across the operatin g room, in a different room, or in a completely different building than the pati ent). Alternatively, a controller may be positioned quite near the patient in th e operating room. Regardless, the controller may include one or more hand input devices (such as joysticks, exoskeletal gloves, master manipulators, or the like ), which are coupled by a servo mechanism to the surgical instrument. In one exa mple, a servo motor moves a manipulator supporting the surgical instrument based on the surgeon’s manipulation of the hand input devices. During the surgery, th e surgeon may employ, via a robotic surgical system, a variety of surgical instr uments including an ultrasonic blade, a surgical stapler, a tissue grasper, a ne edle driver, an electrosurgical cautery probe, etc. Each of these structures per forms functions for the surgeon, for example, cutting tissue, coagulating tissue , holding or driving a needle, grasping a blood vessel, dissecting tissue, or ca uterizing tissue.
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    Patent Application Titled 'System For Sensing And Recognizing Acoustic And/Or Vi brational Anomalies Associated With A Site To Be Monitored' Published Online (US PTO 20240167911)

    133-136页
    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 originatin g from Washington, D.C., by NewsRx journalists, a patent application by the inve ntors BUSA’, Andrea Giorgio (Roma, IT); CIRINNA’, Fabio (Roma, IT), filed on Mar ch 21, 2022, was made available online on May 23, 2024. No assignee for this patent application has been made. Reporters obtained the following quote from the background information supplied by the inventors: “ “Field of Application “The present invention relates to a system for sensing and recognizing acoustic anomalies and/or vibrational anomalies associated with a site to be monitored, s uch as a pipe for the transport of fluids and gases, for example.
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    'Apparatus For Additive Manufacturing Including A Batch Mixer For Cementitious M aterials' in Patent Application Approval Process (USPTO 20240165850)

    136-140页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – A patent application by the inventor R eusch, James Lyman (Salt Lake City, UT, US), filed on March 28, 2022, was made a vailable online on May 23, 2024, according to news reporting originating from Wa shington, D.C., by NewsRx correspondents. This patent application has not been assigned to a company or institution. The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “ “The present invention relates to the printing of structures by the deposition o f cementitious materials. More specifically, the invention relates to an additiv e manufacturing apparatus that can mix ingredients of cementitious material in v arious ratios using a batch mixer, and a method of additive manufacturing by cem entitious material deposition.
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    Patent Issued for Selecting a display with machine learning (USPTO 11989475)

    140-142页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Hewlett-Packard Development Company L. P. (Spring, Texas, United States) has been issued patent number 11989475, accord ing to news reporting originating out of Alexandria, Virginia, by NewsRx editors . The patent’s inventors are Lemes da Silva, Fernando (Barueri, BR), Ribani, Ricar do (Barueri, BR). This patent was filed on October 9, 2018 and was published online on May 21, 202 4. From the background information supplied by the inventors, news correspondents o btained the following quote: “Computer technology has advanced to become virtual ly ubiquitous in society and has been used to improve many activities in society . For example, computers are used to perform a variety of tasks, including work activities, communication, research, and entertainment.”
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    Researchers Submit Patent Application, 'Shovel, Shovel Control Device, And Machi ne Learning Device', for Approval (USPTO 20240167245)

    143-144页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – From Washington, D.C., NewsRx journali sts report that a patent application by the inventor SANO, Yusuke (Kanagawa, JP) , filed on November 15, 2023, was made available online on May 23, 2024. No assignee for this patent application has been made. News editors obtained the following quote from the background information suppli ed by the inventors: “ “The present disclosure relates to shovels, shovel control devices, and machine learning devices. “Shovels having functions in relation to movements of releasing objects in bucke ts toward the ground have been known.
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    Patent Application Titled 'Semantic Frame Builder' Published Online (USPTO 20240 169978)

    144-149页
    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 originatin g from Washington, D.C., by NewsRx journalists, a patent application by the inve ntors Jhaveri, Rajan (Plano, TX, US); Noorizadeh, Emad (Plano, TX, US); Russell, Jennifer (Dallas, TX, US); Yannam, Ramakrishna R. (The Colony, TX, US), filed o n November 23, 2022, was made available online on May 23, 2024. No assignee for this patent application has been made. Reporters obtained the following quote from the background information supplied by the inventors: “In recent years, entities have decreased human interactions w ith callers in favor of interactive voice response systems (“IVRs”). These IVRs communicate with humans using a variety of communication methods. These communic ation methods include telephone calls, short messaging service (“SMS”) messages, multimedia messaging service (“MMS”) messages and other suitable communication methods. “Typically, the IVRs respond to a human inquiry using the communication method w ith which the human initiated the inquiry.
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    Patent Issued for Automated blast cell loading and unloading (USPTO 11988435)

    149-152页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – A patent by the inventors O’Connor, Cl aire (Olathe, KS, US), Philipsen, Ben (Olathe, KS, US), Walet, Daniel (Irvine, C A, US), Zhang, Alexander Ming (San Diego, CA, US), filed on June 21, 2023, was p ublished online on May 21, 2024, according to news reporting originating from Al exandria, Virginia, by NewsRx correspondents. Patent number 11988435 is assigned to Lineage Logistics LLC (Irvine, California, United States). The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “Convective air blast freezing is a process by w hich freezing of items like foodstuffs is facilitated by flowing very cold air o ver the items via mechanical force. Such air blast freezing can be typically use d for very large volumes of goods that are carried on pallets. Airflow of thousa nds of cubic feet per minute (CFM) can be used for freezing. Blast freezing is t ypically used on perishable foods (e.g., fruits and meats) geographically near t heir point of initial food processing. Such goods may then be stored for a short or long period in frozen warehouse, and then shipped to a point close to their use, such as to a grocery store or a warehouse operated by a particular grocer.
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    'Topical Event Analysis To Auto-Generate Phrases And Effects' in Patent Applicat ion Approval Process (USPTO 20240169164)

    152-155页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – A patent application by the inventor R AJARAM, Giridhar (Saratoga, CA, US), filed on November 17, 2022, was made availa ble online on May 23, 2024, according to news reporting originating from Washing ton, D.C., by NewsRx correspondents. This patent application is assigned to Meta Platforms Inc. (Menlo Park, Californ ia, United States).The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “Users may be passionate about events (e.g., soc ial events, local events, national events, etc.) that occur on a regular or semi -regular basis. While users may feel passionate about such events, such users ma y have difficulty expressing such passions. For example, articulating and drafti ng comments related to an event may be time consuming and cause a user to bypass commenting altogether. Moreover, some users may inadvertently neglect to commen t on such relevant events.”
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    Researchers Submit Patent Application, 'Electrosurgical Forceps Including Tissue Indication', for Approval (USPTO 20240164830)

    155-158页
    查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – From Washington, D.C., NewsRx journali sts report that a patent application by the inventors Bagrosky, Tyler J. (Arvada , CO, US); Garrison, David M. (Longmont, CO, US); Gherardi, Pierre (Tolochenaz, CH); Joseph, Daniel A. (Golden, CO, US); Lennartz, Amanda H. (Erie, CO, US); McH enry, Jennifer R. (Denver, CO, US); Twomey, Cornelia F. (Longmont, CO, US); Wehr ly, Erin E. (Longmont, CO, US); Zhao, Jing (Superior, CO, US), filed on January 29, 2024, was made available online on May 23, 2024. No assignee for this patent application has been made. News editors obtained the following quote from the background information suppli ed by the inventors: “A surgical forceps is a pliers-like instrument that relies on mechanical action between its jaw members to grasp, clamp, and constrict tis sue. Electrosurgical forceps utilize both mechanical clamping action and energy to heat tissue to treat, e.g., coagulate, cauterize, or seal, tissue. Typically, once tissue is treated, the surgeon has to accurately sever the treated tissue. Accordingly, many electrosurgical forceps are designed to incorporate a knife o r cutting member utilized to effectively sever the treated tissue.”
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