SG11201906380PA - Data type recognition, model training and risk recognition methods, apparatuses and devices - Google Patents
Data type recognition, model training and risk recognition methods, apparatuses and devicesInfo
- Publication number
- SG11201906380PA SG11201906380PA SG11201906380PA SG11201906380PA SG11201906380PA SG 11201906380P A SG11201906380P A SG 11201906380PA SG 11201906380P A SG11201906380P A SG 11201906380PA SG 11201906380P A SG11201906380P A SG 11201906380PA SG 11201906380P A SG11201906380P A SG 11201906380PA
- Authority
- SG
- Singapore
- Prior art keywords
- model
- recognition
- data
- sample data
- data set
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/552—Detecting local intrusion or implementing counter-measures involving long-term monitoring or reporting
-
- 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
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2465—Query processing support for facilitating data mining operations in structured databases
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/35—Clustering; Classification
-
- 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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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
- 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
- G06Q10/0635—Risk analysis of enterprise or organisation activities
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/03—Indexing scheme relating to G06F21/50, monitoring users, programs or devices to maintain the integrity of platforms
- G06F2221/034—Test or assess a computer or a system
-
- 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)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Human Resources & Organizations (AREA)
- Software Systems (AREA)
- Databases & Information Systems (AREA)
- Strategic Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Economics (AREA)
- Mathematical Physics (AREA)
- Evolutionary Computation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Artificial Intelligence (AREA)
- Computer Security & Cryptography (AREA)
- Development Economics (AREA)
- Fuzzy Systems (AREA)
- Educational Administration (AREA)
- Computational Linguistics (AREA)
- Game Theory and Decision Science (AREA)
- Probability & Statistics with Applications (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Tourism & Hospitality (AREA)
- General Business, Economics & Management (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Evolutionary Biology (AREA)
- Computing Systems (AREA)
- Medical Informatics (AREA)
- Computer Hardware Design (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710458652.3A CN107391569B (zh) | 2017-06-16 | 2017-06-16 | 数据类型的识别、模型训练、风险识别方法、装置及设备 |
PCT/CN2018/091043 WO2018228428A1 (zh) | 2017-06-16 | 2018-06-13 | 数据类型的识别、模型训练、风险识别方法、装置及设备 |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11201906380PA true SG11201906380PA (en) | 2019-08-27 |
Family
ID=60333026
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201906380PA SG11201906380PA (en) | 2017-06-16 | 2018-06-13 | Data type recognition, model training and risk recognition methods, apparatuses and devices |
Country Status (7)
Country | Link |
---|---|
US (2) | US11113394B2 (zh) |
CN (1) | CN107391569B (zh) |
MY (1) | MY201302A (zh) |
PH (1) | PH12019501621A1 (zh) |
SG (1) | SG11201906380PA (zh) |
TW (1) | TWI664535B (zh) |
WO (1) | WO2018228428A1 (zh) |
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US9069725B2 (en) | 2011-08-19 | 2015-06-30 | Hartford Steam Boiler Inspection & Insurance Company | Dynamic outlier bias reduction system and method |
CN115186844A (zh) | 2014-04-11 | 2022-10-14 | 哈佛蒸汽锅炉检验和保险公司 | 基于***操作和性能数据建模来改进未来的可靠性预测 |
CN107391569B (zh) * | 2017-06-16 | 2020-09-15 | 阿里巴巴集团控股有限公司 | 数据类型的识别、模型训练、风险识别方法、装置及设备 |
US10845079B1 (en) * | 2017-06-28 | 2020-11-24 | Alarm.Com Incorporated | HVAC analytics |
CN107944874B (zh) * | 2017-12-13 | 2021-07-20 | 创新先进技术有限公司 | 基于迁移学习的风控方法、装置及*** |
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US10878388B2 (en) * | 2018-07-12 | 2020-12-29 | Visionx, Llc | Systems and methods for artificial-intelligence-based automated surface inspection |
CN109190676B (zh) * | 2018-08-06 | 2022-11-08 | 百度在线网络技术(北京)有限公司 | 一种用于图像识别的模型训练方法、装置、设备及存储介质 |
US11636292B2 (en) | 2018-09-28 | 2023-04-25 | Hartford Steam Boiler Inspection And Insurance Company | Dynamic outlier bias reduction system and method |
CN109461001B (zh) * | 2018-10-22 | 2021-07-09 | 创新先进技术有限公司 | 基于第二模型获取第一模型的训练样本的方法和装置 |
CN110046632B (zh) * | 2018-11-09 | 2023-06-02 | 创新先进技术有限公司 | 模型训练方法和装置 |
CN111275507A (zh) * | 2018-12-04 | 2020-06-12 | 北京嘀嘀无限科技发展有限公司 | 一种订单异常识别和订单风险管控的方法及其*** |
CN109684118B (zh) * | 2018-12-10 | 2022-04-26 | 深圳前海微众银行股份有限公司 | 异常数据的检测方法、装置、设备及计算机可读存储介质 |
US10977738B2 (en) * | 2018-12-27 | 2021-04-13 | Futurity Group, Inc. | Systems, methods, and platforms for automated quality management and identification of errors, omissions and/or deviations in coordinating services and/or payments responsive to requests for coverage under a policy |
CN109670267B (zh) * | 2018-12-29 | 2023-06-13 | 北京航天数据股份有限公司 | 一种数据处理方法和装置 |
CN109859029A (zh) * | 2019-01-04 | 2019-06-07 | 深圳壹账通智能科技有限公司 | 异常申请检测方法、装置、计算机设备以及存储介质 |
CN109992578B (zh) * | 2019-01-07 | 2023-08-08 | 平安科技(深圳)有限公司 | 基于无监督学习的反欺诈方法、装置、计算机设备及存储介质 |
CN109905362B (zh) * | 2019-01-08 | 2022-05-13 | 平安科技(深圳)有限公司 | 用户请求的检测方法、装置、计算机设备及存储介质 |
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KR20200108523A (ko) * | 2019-03-05 | 2020-09-21 | 주식회사 엘렉시 | 이상 패턴 감지 시스템 및 방법 |
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CN112016579A (zh) * | 2019-05-30 | 2020-12-01 | 阿里巴巴集团控股有限公司 | 数据处理方法、风险识别方法、计算机设备、存储介质 |
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CN112308104A (zh) * | 2019-08-02 | 2021-02-02 | 杭州海康威视数字技术股份有限公司 | 异常识别方法、装置及计算机存储介质 |
US11615348B2 (en) | 2019-09-18 | 2023-03-28 | Hartford Steam Boiler Inspection And Insurance Company | Computer-based systems, computing components and computing objects configured to implement dynamic outlier bias reduction in machine learning models |
GB2617045B (en) | 2019-09-18 | 2024-05-01 | Hartford Steam Boiler Inspection And Insurance Company | Computer-based systems, computing components and computing objects configured to implement dynamic outlier bias reduction in machine learning models |
US11328177B2 (en) | 2019-09-18 | 2022-05-10 | Hartford Steam Boiler Inspection And Insurance Company | Computer-based systems, computing components and computing objects configured to implement dynamic outlier bias reduction in machine learning models |
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US11687806B2 (en) | 2020-11-03 | 2023-06-27 | International Business Machines Corporation | Problem solving using selected datasets of internet-of-things system |
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CN113127858A (zh) * | 2021-04-19 | 2021-07-16 | 中国工商银行股份有限公司 | 异常检测模型训练方法、异常检测方法及装置 |
CN113521750B (zh) * | 2021-07-15 | 2023-10-24 | 珠海金山数字网络科技有限公司 | 异常账号检测模型训练方法和异常账号检测方法 |
US11803778B2 (en) * | 2021-08-04 | 2023-10-31 | Watsco Ventures Llc | Actionable alerting and diagnostic system for water metering systems |
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US20230186152A1 (en) * | 2021-12-09 | 2023-06-15 | Kinaxis Inc. | Iterative data-driven configuration of optimization methods and systems |
CN114726749B (zh) * | 2022-03-02 | 2023-10-31 | 阿里巴巴(中国)有限公司 | 数据异常检测模型获取方法、装置、设备及介质 |
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CN114978616B (zh) * | 2022-05-06 | 2024-01-09 | 支付宝(杭州)信息技术有限公司 | 风险评估***的构建方法及装置、风险评估方法及装置 |
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CN115277205B (zh) * | 2022-07-28 | 2024-05-14 | 中国电信股份有限公司 | 模型训练方法及装置、端口的风险识别方法 |
CN115238805B (zh) * | 2022-07-29 | 2023-12-15 | 中国电信股份有限公司 | 异常数据识别模型的训练方法及相关设备 |
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US9306966B2 (en) * | 2001-12-14 | 2016-04-05 | The Trustees Of Columbia University In The City Of New York | Methods of unsupervised anomaly detection using a geometric framework |
TW200802018A (en) * | 2006-06-01 | 2008-01-01 | Academia Sinica | Detection device and method thereof |
CN101980202A (zh) * | 2010-11-04 | 2011-02-23 | 西安电子科技大学 | 不平衡数据的半监督分类方法 |
CN102176698A (zh) * | 2010-12-20 | 2011-09-07 | 北京邮电大学 | 一种基于迁移学习的用户异常行为检测方法 |
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US9985984B1 (en) * | 2014-10-27 | 2018-05-29 | National Technology & Engineering Solutions Of Sandia, Llc | Dynamic defense and network randomization for computer systems |
WO2016138041A2 (en) * | 2015-02-23 | 2016-09-01 | Cellanyx Diagnostics, Llc | Cell imaging and analysis to differentiate clinically relevant sub-populations of cells |
CN104794192B (zh) * | 2015-04-17 | 2018-06-08 | 南京大学 | 基于指数平滑、集成学习模型的多级异常检测方法 |
CN106156809A (zh) * | 2015-04-24 | 2016-11-23 | 阿里巴巴集团控股有限公司 | 用于更新分类模型的方法及装置 |
CN106296195A (zh) * | 2015-05-29 | 2017-01-04 | 阿里巴巴集团控股有限公司 | 一种风险识别方法及装置 |
CN106503562A (zh) * | 2015-09-06 | 2017-03-15 | 阿里巴巴集团控股有限公司 | 一种风险识别方法及装置 |
CN105279382B (zh) * | 2015-11-10 | 2017-12-22 | 成都数联易康科技有限公司 | 一种医疗保险异常数据在线智能检测方法 |
CN106779272A (zh) * | 2015-11-24 | 2017-05-31 | 阿里巴巴集团控股有限公司 | 一种风险预测方法和设备 |
CN105760889A (zh) * | 2016-03-01 | 2016-07-13 | 中国科学技术大学 | 一种高效的不均衡数据集分类方法 |
CN107391569B (zh) * | 2017-06-16 | 2020-09-15 | 阿里巴巴集团控股有限公司 | 数据类型的识别、模型训练、风险识别方法、装置及设备 |
-
2017
- 2017-06-16 CN CN201710458652.3A patent/CN107391569B/zh active Active
-
2018
- 2018-03-14 TW TW107108576A patent/TWI664535B/zh active
- 2018-06-13 SG SG11201906380PA patent/SG11201906380PA/en unknown
- 2018-06-13 WO PCT/CN2018/091043 patent/WO2018228428A1/zh active Application Filing
- 2018-06-13 MY MYPI2019003977A patent/MY201302A/en unknown
-
2019
- 2019-06-18 US US16/444,156 patent/US11113394B2/en active Active
- 2019-07-11 PH PH12019501621A patent/PH12019501621A1/en unknown
-
2020
- 2020-01-28 US US16/774,663 patent/US11100220B2/en active Active
Also Published As
Publication number | Publication date |
---|---|
CN107391569A (zh) | 2017-11-24 |
CN107391569B (zh) | 2020-09-15 |
PH12019501621A1 (en) | 2020-01-20 |
WO2018228428A1 (zh) | 2018-12-20 |
TWI664535B (zh) | 2019-07-01 |
US20190303569A1 (en) | 2019-10-03 |
MY201302A (en) | 2024-02-15 |
US11100220B2 (en) | 2021-08-24 |
TW201905728A (zh) | 2019-02-01 |
US11113394B2 (en) | 2021-09-07 |
US20200167466A1 (en) | 2020-05-28 |
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