MX2022001970A - Clasificacion de datos utilizando informacion agregada de multiples modulos de clasificacion. - Google Patents

Clasificacion de datos utilizando informacion agregada de multiples modulos de clasificacion.

Info

Publication number
MX2022001970A
MX2022001970A MX2022001970A MX2022001970A MX2022001970A MX 2022001970 A MX2022001970 A MX 2022001970A MX 2022001970 A MX2022001970 A MX 2022001970A MX 2022001970 A MX2022001970 A MX 2022001970A MX 2022001970 A MX2022001970 A MX 2022001970A
Authority
MX
Mexico
Prior art keywords
data
classification
modules
received data
confidence values
Prior art date
Application number
MX2022001970A
Other languages
English (en)
Inventor
Michael Tandecki
Michael Maes
Paepe Gretel De
Anna Filipiak
Original Assignee
Collibra Nv
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 Collibra Nv filed Critical Collibra Nv
Publication of MX2022001970A publication Critical patent/MX2022001970A/es

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/906—Clustering; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G06F16/221—Column-oriented storage; Management thereof
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G06F16/2282—Tablespace storage structures; Management thereof
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/285—Selection of pattern recognition techniques, e.g. of classifiers in a multi-classifier system
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Software Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Radar Systems Or Details Thereof (AREA)

Abstract

La presente divulgación se relaciona con los métodos y sistemas para clasificar datos. Un conjunto de módulos de clasificación puede inspeccionar datos recibidos e identificar clasificaciones propuestas para niveles de confianza para los datos recibidos. Un módulo de agregación puede recibir y agregar las clasificaciones propuestas y los niveles de confianza. Con base en las clasificaciones propuestas agregadas y los niveles de conf1anza, el módulo de agregación puede generar una clasificación final para los datos recibidos. Un dispositivo externo puede realizar una acción con respecto a los datos recibidos, y la base es la clasificación final asociada con los datos. La acción realizada puede incluir mantener los datos de manera que los datos se puedan recuperar previa recepción de una solicitud de datos. Cualquiera de los módulos de clasificación y el módulo de agregación se puede basar en datos de entrenamiento que se pueden utilizar en iteraciones subsecuentes de clasificación de los datos para incrementar la exactitud de la clasificación.
MX2022001970A 2019-08-15 2020-08-12 Clasificacion de datos utilizando informacion agregada de multiples modulos de clasificacion. MX2022001970A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16/542,016 US11138477B2 (en) 2019-08-15 2019-08-15 Classification of data using aggregated information from multiple classification modules
PCT/IB2020/057603 WO2021028855A1 (en) 2019-08-15 2020-08-12 Classification of data using aggregated information from multiple classification modules

Publications (1)

Publication Number Publication Date
MX2022001970A true MX2022001970A (es) 2022-06-09

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
MX2022001970A MX2022001970A (es) 2019-08-15 2020-08-12 Clasificacion de datos utilizando informacion agregada de multiples modulos de clasificacion.

Country Status (11)

Country Link
US (1) US11138477B2 (es)
EP (1) EP4014133A1 (es)
JP (2) JP2022535165A (es)
KR (1) KR20220045035A (es)
CN (1) CN114930318B (es)
AU (1) AU2020327704B2 (es)
BR (1) BR112022002855A2 (es)
CA (1) CA3148191A1 (es)
IL (1) IL290642B (es)
MX (1) MX2022001970A (es)
WO (1) WO2021028855A1 (es)

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Also Published As

Publication number Publication date
IL290642A (en) 2022-04-01
EP4014133A1 (en) 2022-06-22
US20210049421A1 (en) 2021-02-18
WO2021028855A1 (en) 2021-02-18
CN114930318A (zh) 2022-08-19
CN114930318B (zh) 2023-09-01
BR112022002855A2 (pt) 2022-08-09
KR20220045035A (ko) 2022-04-12
AU2020327704A1 (en) 2022-04-07
IL290642B (en) 2022-09-01
US11138477B2 (en) 2021-10-05
AU2020327704B2 (en) 2022-11-10
JP2022535165A (ja) 2022-08-04
JP2024160041A (ja) 2024-11-11
CA3148191A1 (en) 2021-02-18

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