SG11202010669RA - Classification model generation method and apparatus, and data identification method and apparatus - Google Patents
Classification model generation method and apparatus, and data identification method and apparatusInfo
- Publication number
- SG11202010669RA SG11202010669RA SG11202010669RA SG11202010669RA SG11202010669RA SG 11202010669R A SG11202010669R A SG 11202010669RA SG 11202010669R A SG11202010669R A SG 11202010669RA SG 11202010669R A SG11202010669R A SG 11202010669RA SG 11202010669R A SG11202010669R A SG 11202010669RA
- Authority
- SG
- Singapore
- Prior art keywords
- classification model
- model generation
- data identification
- generation method
- identification method
- Prior art date
Links
Classifications
-
- 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
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2411—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on the proximity to a decision surface, e.g. support vector machines
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
-
- 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
- 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
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
- G06N5/022—Knowledge engineering; Knowledge acquisition
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q30/018—Certifying business or products
- G06Q30/0185—Product, service or business identity fraud
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q30/0204—Market segmentation
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Development Economics (AREA)
- Entrepreneurship & Innovation (AREA)
- Strategic Management (AREA)
- Finance (AREA)
- Accounting & Taxation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Computational Linguistics (AREA)
- General Business, Economics & Management (AREA)
- Marketing (AREA)
- Economics (AREA)
- Game Theory and Decision Science (AREA)
- Health & Medical Sciences (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810924268.2A CN109102023A (en) | 2018-08-14 | 2018-08-14 | A kind of method of generating classification model and device, a kind of data identification method and device |
| PCT/CN2019/092199 WO2020034750A1 (en) | 2018-08-14 | 2019-06-21 | Classification model generation method and device, and data identification method and device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG11202010669RA true SG11202010669RA (en) | 2020-11-27 |
Family
ID=64849684
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11202010669RA SG11202010669RA (en) | 2018-08-14 | 2019-06-21 | Classification model generation method and apparatus, and data identification method and apparatus |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US11107007B2 (en) |
| EP (1) | EP3779789A4 (en) |
| CN (1) | CN109102023A (en) |
| SG (1) | SG11202010669RA (en) |
| TW (1) | TWI732226B (en) |
| WO (1) | WO2020034750A1 (en) |
Families Citing this family (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109102023A (en) | 2018-08-14 | 2018-12-28 | 阿里巴巴集团控股有限公司 | A kind of method of generating classification model and device, a kind of data identification method and device |
| CN110163245A (en) * | 2019-04-08 | 2019-08-23 | 阿里巴巴集团控股有限公司 | Class of service prediction technique and system |
| CN110009486B (en) * | 2019-04-09 | 2020-10-02 | 连连银通电子支付有限公司 | Method, system, equipment and computer readable storage medium for fraud detection |
| CN110135166B (en) * | 2019-05-08 | 2021-03-30 | 北京国舜科技股份有限公司 | Detection method and system for service logic vulnerability attack |
| CN111160254A (en) * | 2019-12-30 | 2020-05-15 | 杭州趣维科技有限公司 | Classification method and system suitable for short video recommendation scattering |
| CN113312430B (en) * | 2020-02-27 | 2024-09-20 | 北京京东振世信息技术有限公司 | Method, device, server and storage medium for determining tag sequence of article |
| CN111444410B (en) * | 2020-03-27 | 2023-09-15 | 民生科技有限责任公司 | Knowledge graph-based associated transaction mining and identifying method and device |
| US20220019887A1 (en) * | 2020-07-14 | 2022-01-20 | International Business Machines Corporation | Anomaly detection in network topology |
| CN111950708B (en) * | 2020-08-11 | 2023-10-03 | 华中师范大学 | Neural network structure and method for finding daily life habits of college students |
| CN112784116A (en) * | 2020-12-10 | 2021-05-11 | 复旦大学 | Method for identifying user industry identity in block chain |
| CN113011979B (en) * | 2021-03-29 | 2024-10-15 | 中国银联股份有限公司 | Transaction detection method, training method and device for model and computer readable storage medium |
| CN113204695B (en) * | 2021-05-12 | 2023-09-26 | 北京百度网讯科技有限公司 | Website identification method and device |
| CN113177613A (en) * | 2021-05-25 | 2021-07-27 | 中国工商银行股份有限公司 | System resource data distribution method and device |
| CN113792089B (en) * | 2021-09-16 | 2024-03-22 | 平安银行股份有限公司 | Illegal behavior detection method, device, equipment and medium based on artificial intelligence |
| US20240256941A1 (en) * | 2022-01-07 | 2024-08-01 | Rakuten Group, Inc. | Learning system, learning method, and program |
| CN115098768A (en) * | 2022-05-31 | 2022-09-23 | 北京沃东天骏信息技术有限公司 | User classification model generation method, device, equipment and computer readable medium |
| CN115424435B (en) * | 2022-08-10 | 2024-01-23 | 阿里巴巴（中国）有限公司 | Training method of cross link road identification network and method for identifying cross link road |
Family Cites Families (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7617163B2 (en) * | 1998-05-01 | 2009-11-10 | Health Discovery Corporation | Kernels and kernel methods for spectral data |
| CA2417863A1 (en) * | 2000-08-03 | 2002-02-14 | Unicru, Inc. | Electronic employee selection systems and methods |
| US8463718B2 (en) * | 2000-08-07 | 2013-06-11 | Health Discovery Corporation | Support vector machine-based method for analysis of spectral data |
| US8630975B1 (en) * | 2010-12-06 | 2014-01-14 | The Research Foundation For The State University Of New York | Knowledge discovery from citation networks |
| US10303999B2 (en) * | 2011-02-22 | 2019-05-28 | Refinitiv Us Organization Llc | Machine learning-based relationship association and related discovery and search engines |
| US9594907B2 (en) * | 2013-03-14 | 2017-03-14 | Sas Institute Inc. | Unauthorized activity detection and classification |
| TWI546759B (en) * | 2013-03-28 | 2016-08-21 | 國立臺灣大學 | Distant data classification system and method thereof |
| US10296832B1 (en) * | 2015-12-05 | 2019-05-21 | ThetaRay Ltd. | System and method for detecting an undesirable event |
| US20180165598A1 (en) * | 2016-12-09 | 2018-06-14 | Cognitive Scale, Inc. | Method for Providing Financial-Related, Blockchain-Associated Cognitive Insights Using Blockchains |
| CN106997474A (en) * | 2016-12-29 | 2017-08-01 | 南京邮电大学 | A kind of node of graph multi-tag sorting technique based on deep learning |
| US10762563B2 (en) * | 2017-03-10 | 2020-09-01 | Cerebri AI Inc. | Monitoring and controlling continuous stochastic processes based on events in time series data |
| US11416956B2 (en) * | 2017-03-15 | 2022-08-16 | Coupa Software Incorporated | Machine evaluation of contract terms |
| US10325224B1 (en) * | 2017-03-23 | 2019-06-18 | Palantir Technologies Inc. | Systems and methods for selecting machine learning training data |
| CN107145977B (en) * | 2017-04-28 | 2020-07-31 | 电子科技大学 | Method for carrying out structured attribute inference on online social network user |
| US10839161B2 (en) * | 2017-06-15 | 2020-11-17 | Oracle International Corporation | Tree kernel learning for text classification into classes of intent |
| CN107301246A (en) * | 2017-07-14 | 2017-10-27 | 河北工业大学 | Chinese Text Categorization based on ultra-deep convolutional neural networks structural model |
| CN107885999B (en) * | 2017-11-08 | 2019-12-24 | 华中科技大学 | Vulnerability detection method and system based on deep learning |
| US11210836B2 (en) * | 2018-04-03 | 2021-12-28 | Sri International | Applying artificial intelligence to generate motion information |
| CN109102023A (en) * | 2018-08-14 | 2018-12-28 | 阿里巴巴集团控股有限公司 | A kind of method of generating classification model and device, a kind of data identification method and device |
-
2018
- 2018-08-14 CN CN201810924268.2A patent/CN109102023A/en active Pending
-
2019
- 2019-06-11 TW TW108120056A patent/TWI732226B/en active
- 2019-06-21 WO PCT/CN2019/092199 patent/WO2020034750A1/en unknown
- 2019-06-21 SG SG11202010669RA patent/SG11202010669RA/en unknown
- 2019-06-21 EP EP19849872.7A patent/EP3779789A4/en not_active Ceased
-
2020
- 2020-10-30 US US17/085,826 patent/US11107007B2/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| EP3779789A1 (en) | 2021-02-17 |
| WO2020034750A1 (en) | 2020-02-20 |
| CN109102023A (en) | 2018-12-28 |
| US20210049511A1 (en) | 2021-02-18 |
| EP3779789A4 (en) | 2021-06-16 |
| US11107007B2 (en) | 2021-08-31 |
| TW202009788A (en) | 2020-03-01 |
| TWI732226B (en) | 2021-07-01 |
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