BR112022022330A2 - Plataforma de execução de fluxo de trabalho em ciência de dados com código gerenciado automaticamente e gerenciamento de trabalho de dados baseado em gráfico - Google Patents

Plataforma de execução de fluxo de trabalho em ciência de dados com código gerenciado automaticamente e gerenciamento de trabalho de dados baseado em gráfico

Info

Publication number
BR112022022330A2
BR112022022330A2 BR112022022330A BR112022022330A BR112022022330A2 BR 112022022330 A2 BR112022022330 A2 BR 112022022330A2 BR 112022022330 A BR112022022330 A BR 112022022330A BR 112022022330 A BR112022022330 A BR 112022022330A BR 112022022330 A2 BR112022022330 A2 BR 112022022330A2
Authority
BR
Brazil
Prior art keywords
data
workflow
data science
graphic
science
Prior art date
Application number
BR112022022330A
Other languages
English (en)
Inventor
Naim Lerman Abraham
Original Assignee
Exploratory Sciences 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 Exploratory Sciences Inc filed Critical Exploratory Sciences Inc
Publication of BR112022022330A2 publication Critical patent/BR112022022330A2/pt

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/30—Creation or generation of source code
    • G06F8/34—Graphical or visual programming
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/30—Creation or generation of source code
    • G06F8/35—Creation or generation of source code model driven
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/70—Software maintenance or management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computational Linguistics (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Stored Programmes (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

PLATAFORMA DE EXECUÇÃO DE FLUXO DE TRABALHO EM CIÊNCIA DE DADOS COM CÓDIGO GERENCIADO AUTOMATICAMENTE E GERENCIAMENTO DE TRABALHO DE DADOS BASEADO EM GRÁFICO. Em uma modalidade, a revelação proporciona um sistema computacional para propósitos especiais que executa operações que permitem uma entrada de arrastar e soltar para realizar operações de ciência de dados usando uma análise de dados visual e graficamente habilitados, engenharia e modelagem. Com o uso de técnicas visuais da revelação, sistemas computacionais são programados para suportar uma rápida criação de modelos de ciência de dados e geração automática de código de programa de saída, tal como Python dinamicamente gerado, para implementar um projeto de ciência de dados. Dessa maneira, usuários com tino comercial que não são programadores podem executar o sistema para analisar através de seus dados e tomar decisões úteis com base nos dados, com um foco em direção à interpretação de resultados e afastando-se de programação computacional.
BR112022022330A 2020-05-07 2021-04-30 Plataforma de execução de fluxo de trabalho em ciência de dados com código gerenciado automaticamente e gerenciamento de trabalho de dados baseado em gráfico BR112022022330A2 (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202063021464P 2020-05-07 2020-05-07
PCT/US2021/030114 WO2021225881A1 (en) 2020-05-07 2021-04-30 Data science workflow execution platform with automatically managed code and graph-based data job management

Publications (1)

Publication Number Publication Date
BR112022022330A2 true BR112022022330A2 (pt) 2022-12-13

Family

ID=78468286

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112022022330A BR112022022330A2 (pt) 2020-05-07 2021-04-30 Plataforma de execução de fluxo de trabalho em ciência de dados com código gerenciado automaticamente e gerenciamento de trabalho de dados baseado em gráfico

Country Status (7)

Country Link
US (1) US20230108808A1 (pt)
EP (1) EP4147124A1 (pt)
KR (1) KR20230005382A (pt)
BR (1) BR112022022330A2 (pt)
CA (1) CA3176677A1 (pt)
IL (1) IL297579B2 (pt)
WO (1) WO2021225881A1 (pt)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11842170B2 (en) * 2021-07-12 2023-12-12 Schneider Electric Systems Usa, Inc. Collaborative industrial integrated development and execution environment
US20230117225A1 (en) * 2021-10-15 2023-04-20 International Business Machines Corporation Automated workflow analysis and solution implementation
WO2023180301A1 (en) * 2022-03-25 2023-09-28 Lanxess Deutschland Gmbh Data transformation pipelines

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7743362B2 (en) * 1998-02-17 2010-06-22 National Instruments Corporation Automatic generation of application domain specific graphical programs
EP1143357A3 (en) * 2000-04-07 2003-04-09 Vitria Technology, Inc. Method for defining iteration configuration in a data transformation specification
US20050257193A1 (en) * 2004-05-13 2005-11-17 Alexander Falk Method and system for visual data mapping and code generation to support data integration
TWI545460B (zh) * 2012-08-31 2016-08-11 萬國商業機器公司 轉換一腳本語言中使用者輸入資料的方法、電腦裝置與程式產品
KR101588592B1 (ko) * 2014-08-22 2016-02-12 (주)비원이즈 객체관계 매핑 기반 하이브리드 앱 개발 시스템 및 그 방법

Also Published As

Publication number Publication date
KR20230005382A (ko) 2023-01-09
IL297579A (en) 2022-12-01
CA3176677A1 (en) 2021-11-11
WO2021225881A1 (en) 2021-11-11
US20230108808A1 (en) 2023-04-06
IL297579B1 (en) 2023-06-01
EP4147124A1 (en) 2023-03-15
IL297579B2 (en) 2023-10-01

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Legal Events

Date Code Title Description
B11A Dismissal acc. art.33 of ipl - examination not requested within 36 months of filing