JP6960940B2 - 時限付き在庫の利用予測のための回帰木で圧縮された特徴ベクトル機械 - Google Patents

時限付き在庫の利用予測のための回帰木で圧縮された特徴ベクトル機械 Download PDF

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JP6960940B2
JP6960940B2 JP2018555140A JP2018555140A JP6960940B2 JP 6960940 B2 JP6960940 B2 JP 6960940B2 JP 2018555140 A JP2018555140 A JP 2018555140A JP 2018555140 A JP2018555140 A JP 2018555140A JP 6960940 B2 JP6960940 B2 JP 6960940B2
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デ マーズ スペンサー
ヘクター イー ヤンリー
ポン イエ
フォンリン リアオ
リー ジャン
ファム キム
チエン ジュリアン
ヨーケン ベンジャミン
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    • G06N20/00—Machine learning
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    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
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    • G—PHYSICS
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    • 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

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JP2018555140A 2016-04-20 2017-04-11 時限付き在庫の利用予測のための回帰木で圧縮された特徴ベクトル機械 Active JP6960940B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201662325006P 2016-04-20 2016-04-20
US62/325,006 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
US15/482,453 2017-04-07
PCT/US2017/026945 WO2017184379A1 (en) 2016-04-20 2017-04-11 Regression-tree compressed feature vector machine for tim-expiring inventory utilization prediction

Publications (3)

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JP2019516184A JP2019516184A (ja) 2019-06-13
JP2019516184A5 JP2019516184A5 (enExample) 2020-06-11
JP6960940B2 true JP6960940B2 (ja) 2021-11-05

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JP2018555140A Active JP6960940B2 (ja) 2016-04-20 2017-04-11 時限付き在庫の利用予測のための回帰木で圧縮された特徴ベクトル機械

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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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US11651275B2 (en) 2019-08-19 2023-05-16 International Business Machines Corporation Tree-based associative data augmentation
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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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
MX2018012465A (es) 2019-02-21
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
US20170308846A1 (en) 2017-10-26

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