SG11202002326RA - Data sample label processing method and apparatus - Google Patents

Data sample label processing method and apparatus

Info

Publication number
SG11202002326RA
SG11202002326RA SG11202002326RA SG11202002326RA SG11202002326RA SG 11202002326R A SG11202002326R A SG 11202002326RA SG 11202002326R A SG11202002326R A SG 11202002326RA SG 11202002326R A SG11202002326R A SG 11202002326RA SG 11202002326R A SG11202002326R A SG 11202002326RA
Authority
SG
Singapore
Prior art keywords
processing method
data sample
sample label
label processing
data
Prior art date
Application number
SG11202002326RA
Inventor
Fan Chen
Xiang Qi
Desheng Wang
Hanbin Wang
Qilin Guo
Original Assignee
Alibaba Group Holding Ltd
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 Alibaba Group Holding Ltd filed Critical Alibaba Group Holding Ltd
Publication of SG11202002326RA publication Critical patent/SG11202002326RA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/047Probabilistic or stochastic networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/088Non-supervised learning, e.g. competitive learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
SG11202002326RA 2017-11-20 2018-08-28 Data sample label processing method and apparatus SG11202002326RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201711160012.0A CN108021931A (en) 2017-11-20 2017-11-20 A kind of data sample label processing method and device
PCT/CN2018/102732 WO2019095782A1 (en) 2017-11-20 2018-08-28 Data sample label processing method and apparatus

Publications (1)

Publication Number Publication Date
SG11202002326RA true SG11202002326RA (en) 2020-04-29

Family

ID=62080727

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202002326RA SG11202002326RA (en) 2017-11-20 2018-08-28 Data sample label processing method and apparatus

Country Status (6)

Country Link
US (1) US11741392B2 (en)
EP (1) EP3678058A4 (en)
CN (1) CN108021931A (en)
SG (1) SG11202002326RA (en)
TW (1) TWI694341B (en)
WO (1) WO2019095782A1 (en)

Families Citing this family (43)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108021931A (en) 2017-11-20 2018-05-11 阿里巴巴集团控股有限公司 A kind of data sample label processing method and device
CN108959431B (en) * 2018-06-11 2022-07-05 中国科学院上海高等研究院 Automatic label generation method, system, computer readable storage medium and equipment
CN110619535B (en) * 2018-06-19 2023-07-14 华为技术有限公司 Data processing method and device
CN108959474B (en) * 2018-06-20 2021-12-28 上海交通大学 Entity relation extraction method
CN108897829B (en) * 2018-06-22 2020-08-04 广州多益网络股份有限公司 Data label correction method, device and storage medium
CN109359793B (en) * 2018-08-03 2020-11-17 创新先进技术有限公司 Prediction model training method and device for new scene
CN109543713B (en) * 2018-10-16 2021-03-26 北京奇艺世纪科技有限公司 Training set correction method and device
CN109492695B (en) * 2018-11-08 2021-07-23 北京字节跳动网络技术有限公司 Sample processing method and device for data modeling, electronic equipment and readable medium
CN110008973B (en) * 2018-11-23 2023-05-02 创新先进技术有限公司 Model training method, method and device for determining target user based on model
CN109740738B (en) * 2018-12-29 2022-12-16 腾讯科技(深圳)有限公司 Neural network model training method, device, equipment and medium
CN109727275B (en) * 2018-12-29 2022-04-12 北京沃东天骏信息技术有限公司 Object detection method, device, system and computer readable storage medium
EP3940626A4 (en) * 2019-03-14 2022-05-04 Panasonic Intellectual Property Corporation of America Information processing method and information processing system
CN111932287B (en) * 2019-05-13 2022-05-17 阿里巴巴集团控股有限公司 Data cooperation processing method and device, electronic equipment and computer storage medium
CN113743535B (en) * 2019-05-21 2024-05-24 北京市商汤科技开发有限公司 Neural network training method and device and image processing method and device
CN110245302B (en) * 2019-05-24 2023-08-08 创新先进技术有限公司 Policy generation method and device for identifying fraudulent cases and electronic equipment
CN110263824B (en) * 2019-05-29 2023-09-05 创新先进技术有限公司 Model training method, device, computing equipment and computer readable storage medium
CN110263934B (en) * 2019-05-31 2021-08-06 中国信息通信研究院 Artificial intelligence data labeling method and device
CN110399804A (en) * 2019-07-01 2019-11-01 浙江师范大学 A kind of food inspection recognition methods based on deep learning
US11663655B2 (en) * 2019-07-03 2023-05-30 Capital One Services, Llc Augmenting online transaction statements using e-commerce receipts
CN110825980B (en) * 2019-11-05 2022-07-01 重庆邮电大学 Microblog topic pushing method based on countermeasure generation network
CN112861892B (en) * 2019-11-27 2023-09-01 杭州海康威视数字技术股份有限公司 Method and device for determining attribute of object in picture
CN111143577B (en) * 2019-12-27 2023-06-16 北京百度网讯科技有限公司 Data labeling method, device and system
CN111143517B (en) * 2019-12-30 2023-09-05 浙江阿尔法人力资源有限公司 Human selection label prediction method, device, equipment and storage medium
CN111243620B (en) * 2020-01-07 2022-07-19 腾讯科技(深圳)有限公司 Voice separation model training method and device, storage medium and computer equipment
CN111402865B (en) * 2020-03-20 2023-08-08 北京达佳互联信息技术有限公司 Method for generating voice recognition training data and method for training voice recognition model
CN111626047A (en) * 2020-04-23 2020-09-04 平安科技(深圳)有限公司 Intelligent text error correction method and device, electronic equipment and readable storage medium
CN111839495B (en) * 2020-07-30 2023-04-07 深圳前海微众银行股份有限公司 Detection method, device and storage medium
CN111915020B (en) * 2020-08-12 2024-02-23 杭州海康威视数字技术股份有限公司 Updating method and device of detection model and storage medium
CN112183577A (en) * 2020-08-31 2021-01-05 华为技术有限公司 Training method of semi-supervised learning model, image processing method and equipment
CN112052900B (en) * 2020-09-04 2024-05-24 京东科技控股股份有限公司 Machine learning sample weight adjustment method and device, and storage medium
CN112396513B (en) * 2020-11-27 2024-02-20 中国银联股份有限公司 Data processing method and device
CN112596024B (en) * 2020-12-04 2021-10-08 华中科技大学 Motion identification method based on environment background wireless radio frequency signal
CN112633432A (en) * 2020-12-31 2021-04-09 浙江优学智能科技有限公司 Chinese character writing quality evaluation method based on deep learning
CN112800111B (en) * 2021-01-26 2022-08-02 重庆邮电大学 Position prediction method based on training data mining
EP4196911A4 (en) * 2021-03-17 2023-08-30 Huawei Cloud Computing Technologies Co., Ltd. System and method for unsupervised multi-model joint reasoning
US20220318672A1 (en) * 2021-04-01 2022-10-06 Samsung Display Co., Ltd. Systems and methods for identifying manufacturing defects
CN113205163B (en) * 2021-07-07 2021-11-19 数据堂(北京)科技股份有限公司 Data labeling method and device
CN113627532B (en) * 2021-08-11 2023-11-28 平安国际智慧城市科技股份有限公司 Food safety detection method, device, equipment and storage medium
TWI776638B (en) * 2021-08-17 2022-09-01 臺中榮民總醫院 A medical care system that uses artificial intelligence technology to assist multi-disease decision-making and real-time information feedback
TWI780881B (en) * 2021-08-27 2022-10-11 緯創資通股份有限公司 Method for establishing defect detection model and electronic apparatus
CN113837394A (en) * 2021-09-03 2021-12-24 合肥综合性国家科学中心人工智能研究院(安徽省人工智能实验室) Multi-feature view data label prediction method, system and readable storage medium
CN114398492B (en) * 2021-12-24 2022-08-30 森纵艾数(北京)科技有限公司 Knowledge graph construction method, terminal and medium in digital field
CN114692724B (en) * 2022-03-03 2023-03-28 支付宝(杭州)信息技术有限公司 Training method of data classification model, data classification method and device

Family Cites Families (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5956419A (en) 1995-04-28 1999-09-21 Xerox Corporation Unsupervised training of character templates using unsegmented samples
US6937994B1 (en) * 2000-02-24 2005-08-30 International Business Machines Corporation System and method for efficiently generating models for targeting products and promotions using classification method by choosing points to be labeled
US7958096B2 (en) 2000-09-20 2011-06-07 Ndsu-Research Foundation System and method for organizing, compressing and structuring data for data mining readiness
US7366705B2 (en) 2004-04-15 2008-04-29 Microsoft Corporation Clustering based text classification
US7844567B2 (en) 2007-08-13 2010-11-30 Yahoo! Inc. System and method for selecting a training sample from a sample test based on data sample proximity
US7958068B2 (en) 2007-12-12 2011-06-07 International Business Machines Corporation Method and apparatus for model-shared subspace boosting for multi-label classification
JP5159368B2 (en) 2008-02-29 2013-03-06 インターナショナル・ビジネス・マシーンズ・コーポレーション Change analysis system, method and program
US20100076923A1 (en) 2008-09-25 2010-03-25 Microsoft Corporation Online multi-label active annotation of data files
US8392126B2 (en) * 2008-10-03 2013-03-05 Illumina, Inc. Method and system for determining the accuracy of DNA base identifications
WO2010075408A1 (en) 2008-12-22 2010-07-01 The Trustees Of Columbia University In The City Of New York System and method for annotating and searching media
US8788498B2 (en) 2009-06-15 2014-07-22 Microsoft Corporation Labeling data samples using objective questions
US20130097103A1 (en) 2011-10-14 2013-04-18 International Business Machines Corporation Techniques for Generating Balanced and Class-Independent Training Data From Unlabeled Data Set
US20140201208A1 (en) * 2013-01-15 2014-07-17 Corporation Symantec Classifying Samples Using Clustering
US20140279695A1 (en) 2013-03-15 2014-09-18 National Cheng Kung University System and method for rating and selecting models
US20150095017A1 (en) 2013-09-27 2015-04-02 Google Inc. System and method for learning word embeddings using neural language models
US10321870B2 (en) * 2014-05-01 2019-06-18 Ramot At Tel-Aviv University Ltd. Method and system for behavioral monitoring
US9953425B2 (en) * 2014-07-30 2018-04-24 Adobe Systems Incorporated Learning image categorization using related attributes
CN104166706B (en) * 2014-08-08 2017-11-03 苏州大学 Multi-tag grader construction method based on cost-sensitive Active Learning
GB201517462D0 (en) 2015-10-02 2015-11-18 Tractable Ltd Semi-automatic labelling of datasets
CN107045503B (en) * 2016-02-05 2019-03-05 华为技术有限公司 A kind of method and device that feature set determines
US10275690B2 (en) 2016-04-21 2019-04-30 Sas Institute Inc. Machine learning predictive labeling system
US10846308B2 (en) 2016-07-27 2020-11-24 Anomalee Inc. Prioritized detection and classification of clusters of anomalous samples on high-dimensional continuous and mixed discrete/continuous feature spaces
US20180053097A1 (en) 2016-08-16 2018-02-22 Yahoo Holdings, Inc. Method and system for multi-label prediction
CN107016406A (en) * 2017-02-24 2017-08-04 中国科学院合肥物质科学研究院 The pest and disease damage image generating method of network is resisted based on production
CN107292330B (en) * 2017-05-02 2021-08-06 南京航空航天大学 Iterative label noise identification algorithm based on double information of supervised learning and semi-supervised learning
CN107220600B (en) 2017-05-17 2019-09-10 清华大学深圳研究生院 A kind of Picture Generation Method and generation confrontation network based on deep learning
US11003995B2 (en) * 2017-05-19 2021-05-11 Huawei Technologies Co., Ltd. Semi-supervised regression with generative adversarial networks
CN107633218B (en) * 2017-09-08 2021-06-08 百度在线网络技术(北京)有限公司 Method and apparatus for generating image
CN108021931A (en) * 2017-11-20 2018-05-11 阿里巴巴集团控股有限公司 A kind of data sample label processing method and device

Also Published As

Publication number Publication date
US20200151578A1 (en) 2020-05-14
TWI694341B (en) 2020-05-21
TW201923624A (en) 2019-06-16
EP3678058A1 (en) 2020-07-08
US11741392B2 (en) 2023-08-29
WO2019095782A1 (en) 2019-05-23
EP3678058A4 (en) 2020-12-02
CN108021931A (en) 2018-05-11

Similar Documents

Publication Publication Date Title
SG11202002326RA (en) Data sample label processing method and apparatus
ZA201902729B (en) Blockchain data processing method and apparatus
SG11202002560PA (en) Data processing method and apparatus
SG10201706691UA (en) Information processing apparatus and information processing method
SG11202100764QA (en) Data processing method and apparatus
EP3893180C0 (en) Service data processing method and apparatus
SG11202100822YA (en) Data Processing Method And Apparatus
EP3637258A4 (en) Data processing apparatus and method
SG11202103291YA (en) Information processing apparatus and information processing method
EP3484124A4 (en) Data processing method and apparatus
GB201806325D0 (en) Method and data processing apparatus
EP3425491A4 (en) Data processing method and apparatus
SG11202101516RA (en) Blockchain-based data processing method and apparatus
EP3720179A4 (en) Data processing method and apparatus
EP3493582A4 (en) Data processing method and apparatus
EP3565159A4 (en) Data processing method and apparatus
ZA202000917B (en) Method and device for processing data
EP3618319A4 (en) Data processing method and data processing apparatus
GB201903138D0 (en) Information processing apparatus and information processing method
EP3495850A4 (en) Data processing method and data processing apparatus
SG11202001429XA (en) Information processing apparatus and information processing method
HK1248900A1 (en) Data analysis apparatus and data analysis method
SG11201913532YA (en) Media information processing method and apparatus
GB201704320D0 (en) Data processing apparatus and methods
EP3470987A4 (en) Data processing method and apparatus