MX2018012465A - Maquina de vector de caracteristicas de arbol de regresion comprimido para prediccion de utilizacion de inventario que expira. - Google Patents

Maquina de vector de caracteristicas de arbol de regresion comprimido para prediccion de utilizacion de inventario que expira.

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Publication number
MX2018012465A
MX2018012465A MX2018012465A MX2018012465A MX2018012465A MX 2018012465 A MX2018012465 A MX 2018012465A MX 2018012465 A MX2018012465 A MX 2018012465A MX 2018012465 A MX2018012465 A MX 2018012465A MX 2018012465 A MX2018012465 A MX 2018012465A
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MX
Mexico
Prior art keywords
feature vector
request
regression
generate
likelihood
Prior art date
Application number
MX2018012465A
Other languages
English (en)
Spanish (es)
Inventor
DE MARS Spencer
Zhang Li
Hector Yee Yangli
Ye Peng
Liao Fenglin
PHAM Kim
QIAN Julian
YOLKEN Benjamin
Original Assignee
Airbnb Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Airbnb Inc filed Critical Airbnb Inc
Publication of MX2018012465A publication Critical patent/MX2018012465A/es

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/067—Enterprise or organisation modelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G06Q30/0206—Price or cost determination based on market factors

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Development Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Data Mining & Analysis (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Software Systems (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Mathematical Physics (AREA)
  • Operations Research (AREA)
  • Game Theory and Decision Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Tourism & Hospitality (AREA)
  • Quality & Reliability (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Educational Administration (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
MX2018012465A 2016-04-20 2017-04-11 Maquina de vector de caracteristicas de arbol de regresion comprimido para prediccion de utilizacion de inventario que expira. MX2018012465A (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201662325006P 2016-04-20 2016-04-20
US15/482,453 US10528909B2 (en) 2016-04-20 2017-04-07 Regression-tree compressed feature vector machine for time-expiring inventory utilization prediction
PCT/US2017/026945 WO2017184379A1 (en) 2016-04-20 2017-04-11 Regression-tree compressed feature vector machine for tim-expiring inventory utilization prediction

Publications (1)

Publication Number Publication Date
MX2018012465A true MX2018012465A (es) 2019-02-21

Family

ID=60089640

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2018012465A MX2018012465A (es) 2016-04-20 2017-04-11 Maquina de vector de caracteristicas de arbol de regresion comprimido para prediccion de utilizacion de inventario que expira.

Country Status (8)

Country Link
US (2) US10528909B2 (enExample)
JP (1) JP6960940B2 (enExample)
KR (1) KR20180133434A (enExample)
CN (1) CN109155039B (enExample)
AU (1) AU2017254086A1 (enExample)
CA (1) CA3021196A1 (enExample)
MX (1) MX2018012465A (enExample)
WO (1) WO2017184379A1 (enExample)

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US11295242B2 (en) 2019-11-13 2022-04-05 International Business Machines Corporation Automated data and label creation for supervised machine learning regression testing
US11514506B2 (en) * 2020-02-05 2022-11-29 Ebay Inc. Listing conversion estimation and optimization
US11393013B2 (en) 2020-06-25 2022-07-19 Mercari, Inc. Method, non-transitory computer-readable device, and system for intelligent listing creation
US11694218B2 (en) * 2020-06-25 2023-07-04 Mercari, Inc. Computer technology for automated pricing guidance
SG10202006372SA (en) * 2020-07-01 2021-10-28 Grabtaxi Holdings Pte Ltd Communications apparatus and method for estimating potential demand for improved forecasting and resource management
CN111680221B (zh) * 2020-08-11 2020-11-13 腾讯科技（深圳）有限公司 信息推荐方法、装置、设备及计算机可读存储介质
CN112862312B (zh) * 2021-02-07 2022-09-06 山东大学 基于随机在线算法的制造服务资源动态调度方法及系统
US11741099B2 (en) 2021-02-28 2023-08-29 International Business Machines Corporation Supporting database queries using unsupervised vector embedding approaches over unseen data
US20220374487A1 (en) * 2021-05-21 2022-11-24 Airbnb, Inc. Flexible variable listings search
CN113610308B (zh) * 2021-08-12 2024-08-20 国网江苏省电力有限公司常州供电分公司 基于剩余寿命预测的安全库存预测方法
WO2023067525A1 (en) * 2021-10-19 2023-04-27 Datalex (Ireland) Ltd. System and method for dynamically enhancing a pricing database based on external information
US20230289721A1 (en) * 2022-03-08 2023-09-14 Kinaxis Inc. Systems and methods for probabilistic estimation in tree-based forecast models
JP7690126B2 (ja) * 2022-05-30 2025-06-09 三菱電機株式会社 在庫予測システム、在庫算出装置、在庫予測方法およびプログラム
US11790240B1 (en) * 2023-02-10 2023-10-17 SurgeTech, LLC Machine learning networks, architectures and techniques for determining or predicting demand metrics in one or more channels
USD1061562S1 (en) * 2023-05-02 2025-02-11 Airbnb, Inc. Display screen with graphical user interface
US12493894B2 (en) * 2023-09-14 2025-12-09 Walmart Apollo, Llc Systems and method to facilitate modeling responses to variable values
WO2025114810A1 (en) * 2023-11-28 2025-06-05 Porcupine Union (Pty) Ltd. A method and system for generating generalised additive models (gams)

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Also Published As

Publication number Publication date
CA3021196A1 (en) 2017-10-26
JP2019516184A (ja) 2019-06-13
WO2017184379A1 (en) 2017-10-26
US10528909B2 (en) 2020-01-07
US10621548B2 (en) 2020-04-14
CN109155039B (zh) 2022-03-25
KR20180133434A (ko) 2018-12-14
CN109155039A (zh) 2019-01-04
WO2017184379A8 (en) 2018-11-08
US20200090116A1 (en) 2020-03-19
AU2017254086A1 (en) 2018-10-18
JP6960940B2 (ja) 2021-11-05
US20170308846A1 (en) 2017-10-26

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