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GB2571651A - Systems for predictive data analytics, and related methods and apparatus - Google Patents

Systems for predictive data analytics, and related methods and apparatus Download PDF

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Publication number
GB2571651A
GB2571651A GB1907147.1A GB201907147A GB2571651A GB 2571651 A GB2571651 A GB 2571651A GB 201907147 A GB201907147 A GB 201907147A GB 2571651 A GB2571651 A GB 2571651A
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Prior art keywords
data analytics
systems
predictive data
related methods
predictive
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GB1907147.1A
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GB201907147D0 (en
GB2571651B (en
Inventor
Achin Jeremy
Degodoy Thomas
Conort Xavier
Yurgenson Sergey
L Steadman Mark
Koundry Glen
Prettenhofer Peter
Nian Chua Hon
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Datarobot Inc
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Datarobot Inc
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Priority claimed from US15/331,797 external-priority patent/US10366346B2/en
Application filed by Datarobot Inc filed Critical Datarobot Inc
Priority to GB2211852.5A priority Critical patent/GB2606674B/en
Publication of GB201907147D0 publication Critical patent/GB201907147D0/en
Publication of GB2571651A publication Critical patent/GB2571651A/en
Application granted granted Critical
Publication of GB2571651B publication Critical patent/GB2571651B/en
Expired - Fee Related legal-status Critical Current
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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
    • G06Q10/04—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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5038—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the execution order of a plurality of tasks, e.g. taking priority or time dependency constraints into consideration
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5044—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering hardware capabilities
    • 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
    • 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
    • G06Q10/06375—Prediction of business process outcome or impact based on a proposed change

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Operations Research (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Game Theory and Decision Science (AREA)
  • Development Economics (AREA)
  • General Engineering & Computer Science (AREA)
  • Educational Administration (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)

Abstract

Predictive data analytics techniques may include improved techniques for generating predictive models for time-series prediction problems, improved techniques for determining predictive values of input variables ("features"), and improved techniques for generating second-order models of first-order predictive models.
GB1907147.1A 2016-10-21 2017-10-21 Systems for predictive data analytics, and related methods and apparatus Expired - Fee Related GB2571651B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB2211852.5A GB2606674B (en) 2016-10-21 2017-10-21 System for predictive data analytics, and related methods and apparatus

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201662411526P 2016-10-21 2016-10-21
US15/331,797 US10366346B2 (en) 2014-05-23 2016-10-21 Systems and techniques for determining the predictive value of a feature
PCT/US2017/057763 WO2018075995A1 (en) 2016-10-21 2017-10-21 Systems for predictive data analytics, and related methods and apparatus

Publications (3)

Publication Number Publication Date
GB201907147D0 GB201907147D0 (en) 2019-07-03
GB2571651A true GB2571651A (en) 2019-09-04
GB2571651B GB2571651B (en) 2022-09-21

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GB1907147.1A Expired - Fee Related GB2571651B (en) 2016-10-21 2017-10-21 Systems for predictive data analytics, and related methods and apparatus
GB2211852.5A Expired - Fee Related GB2606674B (en) 2016-10-21 2017-10-21 System for predictive data analytics, and related methods and apparatus

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EP (1) EP3529755A1 (en)
JP (2) JP7107926B2 (en)
KR (1) KR102448694B1 (en)
AU (1) AU2017345796A1 (en)
GB (2) GB2571651B (en)
SG (1) SG10202104185UA (en)
WO (1) WO2018075995A1 (en)

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Publication number Publication date
GB2606674A (en) 2022-11-16
KR20190108559A (en) 2019-09-24
WO2018075995A1 (en) 2018-04-26
GB201907147D0 (en) 2019-07-03
EP3529755A1 (en) 2019-08-28
GB2606674B (en) 2023-06-28
GB2571651B (en) 2022-09-21
JP2019537125A (en) 2019-12-19
GB202211852D0 (en) 2022-09-28
JP2021012734A (en) 2021-02-04
JP7107926B2 (en) 2022-07-27
KR102448694B1 (en) 2022-09-28
SG10202104185UA (en) 2021-06-29
AU2017345796A1 (en) 2019-05-23

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