公开(公告)号：US12106197B2

公开(公告)日：2024-10-01

申请号：US16829076

申请日：2020-03-25

申请人： International Business Machines Corporation

发明人： Haode Qi ,  Ming Tan ,  Ladislav Kunc ,  Saloni Potdar

IPC分类号： G06N20/20 ,  G06F17/00 ,  G06F17/18 ,  G06F18/21 ,  G06F18/213 ,  G06N3/045 ,  G06N3/08 ,  G06N3/084 ,  G06N20/00

CPC分类号： G06N20/20 ,  G06F17/00 ,  G06F17/18 ,  G06F18/213 ,  G06F18/217 ,  G06N3/045 ,  G06N3/08 ,  G06N3/084 ,  G06N20/00

摘要： Mechanisms are provided for performing an automated machine learning (AutoML) operation to configure parameters of a machine learning model. AutoML logic is configured based on an initial parameter sampling configuration for sampling values of parameter(s) of the machine learning (ML) model. An initial AutoML process is executed on the ML model based on a dataset utilizing the initially configured AutoML logic, to generate at least one learned value for the parameter(s) of the ML model. The dataset is analyzed to extract a set of dataset characteristics that define properties of a format and/or a content of the dataset which are stored in association with the at least one learned value as part of a training dataset. A ML prediction model is trained based on the training dataset to predict, for new datasets, corresponding new sampling configuration information based on characteristics of the new datasets.

公开(公告)号：US20240320394A1

公开(公告)日：2024-09-26

申请号：US18661975

申请日：2024-05-13

申请人： Evolving Machine Intelligence Pty Ltd.

发明人： Nigel John Conrad Greenwood

IPC分类号： G06F30/20 ,  G06F17/00 ,  G06F17/13 ,  G06F30/00 ,  G06F111/06 ,  G06N3/126 ,  G16B5/20 ,  G16B99/00 ,  G16H50/50

CPC分类号： G06F30/20 ,  G06F17/00 ,  G06F17/13 ,  G06N3/126 ,  G16B5/20 ,  G16B99/00 ,  G06F30/00 ,  G06F2111/06 ,  G16H50/50

摘要： A method of modelling system behaviour of a physical system, the method including, in one or more electronic processing devices obtaining quantified system data measured for the physical system, the quantified system data being at least partially indicative of the system behaviour for at least a time period, forming at least one population of model units, each model unit including model parameters and at least part of a model, the model parameters being at least partially based on the quantified system data, each model including one or more mathematical equations for modelling system behaviour, for each model unit calculating at least one solution trajectory for at least part of the at least one time period; determining a fitness value based at least in part on the at least one solution trajectory; and, selecting a combination of model units using the fitness values of each model unit, the combination of model units representing a collective model that models the system behaviour.

公开(公告)号：US20240312262A1

公开(公告)日：2024-09-19

申请号：US18676284

申请日：2024-05-28

申请人： Andrew William Wright

发明人： Andrew William Wright

IPC分类号： G07C5/02 ,  G06F17/00 ,  G06Q40/08 ,  G07C5/00 ,  G07C5/08 ,  G09B5/02 ,  G09B19/14 ,  H04M1/60 ,  H04M1/72406 ,  H04M1/72409 ,  H04M1/72412 ,  H04M1/72454

CPC分类号： G07C5/02 ,  G06F17/00 ,  G06Q40/08 ,  G07C5/008 ,  G07C5/0858 ,  G07C5/0866 ,  G09B5/02 ,  G09B19/14 ,  H04M1/6041 ,  H04M1/6075 ,  H04M1/72406 ,  H04M1/724098 ,  H04M1/72454 ,  H04M1/72412 ,  H04M2201/36 ,  H04M2250/12 ,  H04M2250/74

摘要： A mobile telecommunications device configured to log driving information associated with a vehicle is described. The mobile telecommunications device comprises: a sensor set comprising at least one of an image sensor, an audio sensor, an accelerometer and a positioning module, or a combination thereof; a processor; and a memory; the mobile telecommunications device being configured to: determine, based at least in part on sensor data from the device's sensor set, a start of a driving period during which the mobile device is present in the vehicle and the vehicle is in use, process the sensor data from the sensor set during the driving period to derive driving information associated with how the vehicle is driven, mobile telecommunications device being configured to process the sensor data automatically, using a neural network provided in the mobile device, to determine whether the driving information represents an acceptable or unacceptable driving pattern; and store at least some of the driving information to the memory.

公开(公告)号：US20240257906A1

公开(公告)日：2024-08-01

申请号：US18617448

申请日：2024-03-26

申请人： Ultima Genomics, Inc.

发明人： Yoav ETZIONI ,  Simchon FAIGLER ,  Gilad ALMOGY ,  Mark PRATT ,  Florian OBERSTRASS ,  Omer BARAD

IPC分类号： G16B20/20 ,  C12Q1/6874 ,  G06F17/00 ,  G16B20/00 ,  G16B30/00 ,  G16B30/10 ,  G01N21/64

CPC分类号： G16B20/20 ,  C12Q1/6874 ,  G06F17/00 ,  G16B20/00 ,  G16B30/00 ,  G16B30/10 ,  C12Q2600/156 ,  C12Q2600/158 ,  G01N2021/6439

摘要： Methods for detecting a short genetic variant in a test sample are described herein. In some exemplary methods, the short genetic variant is called using one or match scores, which are determined using one or more sequencing data sets obtained from a test nucleic acid molecule, wherein the test sequencing data sets are determined by sequencing the test nucleic acid molecule using non-terminating nucleotides provided in separate nucleotide flows according to a flow-cycle order. Also described herein are methods of sequencing a test nucleic acid molecule using two or more different flow-cycle orders and/or extended flow cycle orders having five or more nucleotide flows per flow cycle.

公开(公告)号：US12039506B1

公开(公告)日：2024-07-16

申请号：US17170617

申请日：2021-02-08

申请人： Wells Fargo Bank, N.A.

发明人： Harsh Jawharkar

IPC分类号： G07F19/00 ,  G06F17/00 ,  G06Q20/10 ,  G06Q20/14 ,  G06Q30/02 ,  G06Q30/0601 ,  H04L9/00 ,  H04L67/50

CPC分类号： G06Q20/102 ,  G06F17/00 ,  G06Q20/108 ,  G06Q20/14 ,  G06Q30/02 ,  G06Q30/0633 ,  H04L9/00 ,  H04L67/535

摘要： A computer-implemented method for granting a user access to an on-line banking area of a website belonging financial institution responsive to receiving the valid user name and password. The method providing the user with account information regarding checking, savings, mortgage, home equity and/or loan accounts held by the user at the financial institution. The method grants the user access to a request tracking area of the web site of the financial institution, receive request related data from the user, the request related data including data relating to at least one expense or goal, calculate portions of each expense respectively owed by each of a plurality of participants in the request and track whether a participant has paid. The method includes sending a message to at least one participant, the message requesting payment for the portion owed by the participant and receiving the payment from the participant in various payment forms.

公开(公告)号：US20240202272A1

公开(公告)日：2024-06-20

申请号：US18492733

申请日：2023-10-23

申请人： SONY GROUP CORPORATION ,  SONY PICTURES ENTERTAINMENT INC.

发明人： Rick Dinicola ,  David Rosen ,  Ryan Kido ,  Tatsuya Oiye ,  Keith Stevens

IPC分类号： G06F17/00 ,  G06F21/10 ,  G06Q10/06 ,  G06Q30/02

CPC分类号： G06F17/00 ,  G06F21/10 ,  G06Q10/06 ,  G06Q30/02 ,  Y02P90/80

摘要： Digitally distributing media content using a distribution backbone system, including: receiving a request for media content from a client, the request including a client profile; performing inventory and analysis of source assets by iteratively progressing through the client profile to create output; performing a capability mapping in which a series of rules that allow the source assets to be mapped to the client profile; and planning a manufacturing process, which determines work items and execution steps from capabilities mapped in response to the request for media content from the client.

公开(公告)号：US20240183673A1

公开(公告)日：2024-06-06

申请号：US18417786

申请日：2024-01-19

申请人： State Farm Mutual Automobile Insurance Company

发明人： Blake Konrardy ,  Scott T. Christensen ,  Gregory Hayward ,  Scott Farris

IPC分类号： G01C21/34 ,  B60L53/36 ,  B60L58/12 ,  B60P3/12 ,  B60R16/023 ,  B60R21/00 ,  B60R21/01 ,  B60R21/0136 ,  B60R21/34 ,  B60R25/04 ,  B60R25/10 ,  B60R25/102 ,  B60R25/104 ,  B60R25/25 ,  B60R25/30 ,  B60R25/31 ,  B60W10/04 ,  B60W10/18 ,  B60W10/20 ,  B60W30/095 ,  B60W30/12 ,  B60W30/16 ,  B60W30/18 ,  B60W40/04 ,  B60W60/00 ,  G01B21/00 ,  G01C21/36 ,  G01S19/13 ,  G01S19/42 ,  G05B15/02 ,  G05B23/02 ,  G05D1/223 ,  G05D1/227 ,  G05D1/228 ,  G05D1/247 ,  G05D1/249 ,  G05D1/617 ,  G05D1/646 ,  G05D1/69 ,  G05D1/692 ,  G05D1/693 ,  G05D1/695 ,  G05D1/697 ,  G06F11/36 ,  G06F16/2455 ,  G06F16/903 ,  G06F17/00 ,  G06F21/32 ,  G06F21/55 ,  G06F30/15 ,  G06F30/20 ,  G06N20/00 ,  G06Q10/1093 ,  G06Q10/20 ,  G06Q30/0283 ,  G06Q30/0645 ,  G06Q40/08 ,  G06Q50/163 ,  G06Q50/26 ,  G06Q50/40 ,  G07C5/00 ,  G07C5/08 ,  G07C9/00 ,  G08B21/00 ,  G08B21/02 ,  G08B21/18 ,  G08B25/00 ,  G08B25/01 ,  G08G1/00 ,  G08G1/017 ,  G08G1/0965 ,  G08G1/0967 ,  G08G1/14 ,  G08G1/16 ,  G16Y10/80 ,  G16Y30/00 ,  H04L12/28 ,  H04L67/12 ,  H04L67/306 ,  H04N7/18

CPC分类号： G01C21/3461 ,  B60L53/36 ,  B60L58/12 ,  B60P3/12 ,  B60R16/0234 ,  B60R21/0136 ,  B60R21/34 ,  B60R25/04 ,  B60R25/10 ,  B60R25/1001 ,  B60R25/102 ,  B60R25/104 ,  B60R25/252 ,  B60R25/255 ,  B60R25/305 ,  B60R25/31 ,  B60W10/04 ,  B60W10/18 ,  B60W10/20 ,  B60W30/0956 ,  B60W30/12 ,  B60W30/16 ,  B60W30/18163 ,  B60W40/04 ,  B60W60/0023 ,  B60W60/0053 ,  B60W60/0059 ,  G01B21/00 ,  G01C21/34 ,  G01C21/3415 ,  G01C21/343 ,  G01C21/3438 ,  G01C21/3453 ,  G01C21/3469 ,  G01C21/3617 ,  G01C21/362 ,  G01C21/3697 ,  G01S19/13 ,  G05B15/02 ,  G05B23/0245 ,  G05D1/223 ,  G05D1/227 ,  G05D1/228 ,  G05D1/247 ,  G05D1/249 ,  G05D1/617 ,  G05D1/646 ,  G05D1/69 ,  G05D1/692 ,  G05D1/693 ,  G05D1/695 ,  G05D1/697 ,  G06F11/3688 ,  G06F11/3692 ,  G06F16/2455 ,  G06F16/90335 ,  G06F17/00 ,  G06F21/32 ,  G06F21/55 ,  G06F30/15 ,  G06F30/20 ,  G06Q10/1095 ,  G06Q10/20 ,  G06Q30/0284 ,  G06Q30/0645 ,  G06Q40/08 ,  G06Q50/163 ,  G06Q50/265 ,  G06Q50/40 ,  G07C5/006 ,  G07C5/008 ,  G07C5/0808 ,  G07C5/0816 ,  G07C5/0841 ,  G07C9/00563 ,  G08B21/00 ,  G08B21/02 ,  G08B21/18 ,  G08B25/00 ,  G08B25/014 ,  G08G1/017 ,  G08G1/0965 ,  G08G1/096725 ,  G08G1/146 ,  G08G1/148 ,  G08G1/161 ,  G08G1/165 ,  G08G1/166 ,  G08G1/167 ,  G08G1/20 ,  G16Y10/80 ,  G16Y30/00 ,  H04L12/2803 ,  H04L12/2816 ,  H04L12/2825 ,  H04L67/306 ,  H04N7/183 ,  B60R2021/0027 ,  B60R2021/01013 ,  B60R2025/1013 ,  B60W2420/403 ,  B60W2420/408 ,  B60W2530/209 ,  B60W2540/229 ,  B60W2552/05 ,  B60W2552/35 ,  B60W2554/4026 ,  B60W2554/4029 ,  B60W2554/4041 ,  B60W2554/406 ,  B60W2556/10 ,  G01S19/42 ,  G06F2221/034 ,  G06N20/00 ,  H04L67/12

摘要： Methods and systems for assessing, detecting, and responding to malfunctions involving components of autonomous vehicles and/or smart homes are described herein. Autonomous operation features and related components can be assessed using direct or indirect data regarding operation. Such assessment may be performed to determine the robustness of autonomous systems, including the use of virtual assessment of software components within a simulated environment. To this end, a server may retrieve one or more routines associated with autonomous operation. The server may also generate a set of test data associated with test conditions. The server may also execute an emulator that virtually simulates autonomous environment. The test data may be presented to the routines executing in the emulator to generate output data. The server may then analyze the output data to determine a quality metric.

公开(公告)号：US11956483B2

公开(公告)日：2024-04-09

申请号：US17693219

申请日：2022-03-11

申请人： Vijay Raghavan Chetty

发明人： Vijay Raghavan Chetty

IPC分类号： H04L12/40 ,  G06F17/00 ,  G06Q10/107 ,  G07B17/00 ,  H04N21/231 ,  H04N21/258 ,  H04N21/266 ,  H04N21/2747

CPC分类号： H04N21/23109 ,  G06F17/00 ,  G06Q10/107 ,  G07B17/00459 ,  H04L12/40006 ,  H04N21/25841 ,  H04N21/25875 ,  H04N21/266 ,  H04N21/2747

摘要： An embodiment of a digital content distribution system for a delivery of digital materials through digital mailbox systems is described. The digital content distribution system features a virtual processor and a plurality of digital mailbox systems. Each digital mailbox system is configured to operate as a data store addressable by a digital mailbox address that is uniquely associated with a physical address and is assigned to one or more registered users associated with a property identified by the physical address. For instance, a first digital mailbox system is configured to transmit digital materials to and receive digital materials from a second digital mailbox system different than the first digital mailbox system and one or more registered users are provided access to the digital materials received by the first digital mailbox system upon authentication.

公开(公告)号：US11898862B2

公开(公告)日：2024-02-13

申请号：US18117642

申请日：2023-03-06

申请人： State Farm Mutual Automobile Insurance Company

发明人： Blake Konrardy ,  Scott T. Christensen ,  Gregory Hayward ,  Scott Farris

IPC分类号： G08G1/00 ,  B60W30/095 ,  B60W40/04 ,  B60R21/00 ,  B60R21/01 ,  H04L67/12 ,  G01S19/42 ,  G06N20/00 ,  G01C21/34 ,  B60W10/04 ,  B60W10/18 ,  B60W10/20 ,  B60W30/18 ,  G08G1/16 ,  G01S19/13 ,  G05D1/02 ,  G08G1/14 ,  B60L53/36 ,  G05B15/02 ,  G08B25/01 ,  H04L12/28 ,  G06F16/2455 ,  B60R25/04 ,  B60R25/10 ,  B60R25/102 ,  B60R25/25 ,  G06F21/32 ,  B60R21/0136 ,  B60R21/34 ,  G05D1/00 ,  G01C21/36 ,  G08G1/017 ,  B60P3/12 ,  G05B23/02 ,  G01B21/00 ,  G06F17/00 ,  G08B21/00 ,  G08B21/18 ,  G06Q10/1093 ,  G06Q10/20 ,  B60L58/12 ,  B60R25/104 ,  B60R25/30 ,  B60R25/31 ,  G06Q30/0283 ,  G06Q30/0645 ,  G06Q50/30 ,  G07C9/00 ,  G08B21/02 ,  G08B25/00 ,  H04L67/306 ,  G06F30/20 ,  G06F30/15 ,  G07C5/08 ,  G06F21/55 ,  G06Q50/16 ,  G08G1/0967 ,  G06F16/903 ,  G06Q50/26 ,  H04N7/18 ,  G16Y10/80 ,  G16Y30/00 ,  G06F11/36 ,  B60W60/00 ,  G06Q40/08 ,  B60R16/023 ,  G07C5/00 ,  G08G1/0965

CPC分类号： G01C21/3461 ,  B60L53/36 ,  B60L58/12 ,  B60P3/12 ,  B60R16/0234 ,  B60R21/0136 ,  B60R21/34 ,  B60R25/04 ,  B60R25/10 ,  B60R25/1001 ,  B60R25/102 ,  B60R25/104 ,  B60R25/252 ,  B60R25/255 ,  B60R25/305 ,  B60R25/31 ,  B60W10/04 ,  B60W10/18 ,  B60W10/20 ,  B60W30/0956 ,  B60W30/18163 ,  B60W40/04 ,  B60W60/0023 ,  B60W60/0053 ,  B60W60/0059 ,  G01B21/00 ,  G01C21/34 ,  G01C21/343 ,  G01C21/3415 ,  G01C21/3438 ,  G01C21/3453 ,  G01C21/3469 ,  G01C21/362 ,  G01C21/3617 ,  G01C21/3697 ,  G01S19/13 ,  G05B15/02 ,  G05B23/0245 ,  G05D1/0011 ,  G05D1/0055 ,  G05D1/0212 ,  G05D1/0231 ,  G05D1/0246 ,  G05D1/0255 ,  G05D1/0285 ,  G05D1/0287 ,  G05D1/0289 ,  G05D1/0293 ,  G05D1/0295 ,  G06F11/3688 ,  G06F11/3692 ,  G06F16/2455 ,  G06F16/90335 ,  G06F17/00 ,  G06F21/32 ,  G06F21/55 ,  G06F30/15 ,  G06F30/20 ,  G06Q10/1095 ,  G06Q10/20 ,  G06Q30/0284 ,  G06Q30/0645 ,  G06Q40/08 ,  G06Q50/163 ,  G06Q50/265 ,  G06Q50/30 ,  G07C5/006 ,  G07C5/008 ,  G07C5/0808 ,  G07C5/0816 ,  G07C5/0841 ,  G07C9/00563 ,  G08B21/00 ,  G08B21/02 ,  G08B21/18 ,  G08B25/00 ,  G08B25/014 ,  G08G1/017 ,  G08G1/0965 ,  G08G1/096725 ,  G08G1/146 ,  G08G1/148 ,  G08G1/161 ,  G08G1/165 ,  G08G1/166 ,  G08G1/167 ,  G08G1/20 ,  G16Y10/80 ,  G16Y30/00 ,  H04L12/2803 ,  H04L12/2816 ,  H04L12/2825 ,  H04L67/306 ,  H04N7/183 ,  B60R2021/0027 ,  B60R2021/01013 ,  B60R2025/1013 ,  B60W2420/403 ,  B60W2420/52 ,  B60W2530/209 ,  B60W2540/229 ,  B60W2552/05 ,  B60W2552/35 ,  B60W2554/406 ,  B60W2554/4026 ,  B60W2554/4029 ,  B60W2554/4041 ,  B60W2556/10 ,  G01S19/42 ,  G05D2201/0212 ,  G05D2201/0213 ,  G06F2221/034 ,  G06N20/00 ,  H04L67/12

摘要： Methods and systems for assessing, detecting, and responding to malfunctions involving components of autonomous vehicles and/or smart homes are described herein. Autonomous operation features and related components can be assessed using direct or indirect data regarding operation. Such assessment may be performed to determine the robustness of autonomous systems, including the use of virtual assessment of software components within a simulated environment. To this end, a server may retrieve one or more routines associated with autonomous operation. The server may also generate a set of test data associated with test conditions. The server may also execute an emulator that virtually simulates autonomous environment. The test data may be presented to the routines executing in the emulator to generate output data. The server may then analyze the output data to determine a quality metric.

公开(公告)号：US11886534B2

公开(公告)日：2024-01-30

申请号：US17615582

申请日：2019-09-29

申请人： Inspur Electronic Information Industry Co., Ltd.

发明人： Hongzhi Shi ,  Haiwei Liu ,  Jian Zhao

IPC分类号： G06F17/00

CPC分类号： G06F17/00

摘要： The present invention discloses a filtering method and system of parallel computing results, through simultaneously generating the input value of the first valid position fvp of each fragment, and simultaneously computing to obtain the output result corresponding to the input value of each first valid position fvp with the respective first valid position fvp of each fragment, and according to the output result of the first valid position fvp of the first fragment, the parallel computing results are filtered through the manner of selecting the output results of the second to the S-th fragments in sequence, to finally obtain correct parallel computing results. In the present invention, through adopting the manner of parallel filtering, the original serial filtering computation is changed to parallel computation of S fragments, the computing time is only one S-th of the original time, thereby improving the computing efficiency and satisfying the timing requirements of parallel computation.