TWI789345B - 機器學習模型的建模方法及裝置 - Google Patents
機器學習模型的建模方法及裝置 Download PDFInfo
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- TWI789345B TWI789345B TW106103976A TW106103976A TWI789345B TW I789345 B TWI789345 B TW I789345B TW 106103976 A TW106103976 A TW 106103976A TW 106103976 A TW106103976 A TW 106103976A TW I789345 B TWI789345 B TW I789345B
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- G06Q20/38—Payment protocols; Details thereof
- G06Q20/40—Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
- G06Q20/401—Transaction verification
- G06Q20/4016—Transaction verification involving fraud or risk level assessment in transaction processing
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- G06F18/00—Pattern recognition
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- 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
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Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610094664.8 | 2016-02-19 | ||
| CN201610094664.8A CN107103171B (zh) | 2016-02-19 | 2016-02-19 | 机器学习模型的建模方法及装置 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| TW201734844A TW201734844A (zh) | 2017-10-01 |
| TWI789345B true TWI789345B (zh) | 2023-01-11 |
Family
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Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| TW106103976A TWI789345B (zh) | 2016-02-19 | 2017-02-07 | 機器學習模型的建模方法及裝置 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US20180374098A1 (enExample) |
| JP (1) | JP7102344B2 (enExample) |
| CN (1) | CN107103171B (enExample) |
| TW (1) | TWI789345B (enExample) |
| WO (1) | WO2017140222A1 (enExample) |
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| BR112018005637B1 (pt) | 2015-09-23 | 2023-11-28 | Janssen Pharmaceutica Nv | Compostos derivados de quinoxalina, quinolina e quinazolinona,composições farmacêuticas que os compreende, e uso dos referidos compostos |
| HRP20220012T1 (hr) | 2015-09-23 | 2022-04-01 | Janssen Pharmaceutica Nv | Bi-heteroaril supstituirani 1,4-benzodiazepini i njihova upotreba za liječenje raka |
| CN107103171B (zh) * | 2016-02-19 | 2020-09-25 | 阿里巴巴集团控股有限公司 | 机器学习模型的建模方法及装置 |
| CN107423883B (zh) * | 2017-06-15 | 2020-04-07 | 创新先进技术有限公司 | 待处理业务的风险识别方法及装置、电子设备 |
| CN109426701B (zh) * | 2017-08-30 | 2022-04-05 | 西门子(中国)有限公司 | 数据模型的运行方法、运行系统和存储介质 |
| US11507953B1 (en) * | 2017-11-16 | 2022-11-22 | Worldpay, Llc | Systems and methods for optimizing transaction conversion rate using machine learning |
| CN108228706A (zh) * | 2017-11-23 | 2018-06-29 | 中国银联股份有限公司 | 用于识别异常交易社团的方法和装置 |
| CN109165249B (zh) * | 2018-08-07 | 2020-08-04 | 阿里巴巴集团控股有限公司 | 数据处理模型构建方法、装置、服务器和用户端 |
| US11567964B2 (en) * | 2018-08-31 | 2023-01-31 | Eligible, Inc. | Feature selection for artificial intelligence in healthcare management |
| CN109325193B (zh) * | 2018-10-16 | 2021-02-26 | 杭州安恒信息技术股份有限公司 | 基于机器学习的waf正常流量建模方法以及装置 |
| CN109934709A (zh) * | 2018-11-05 | 2019-06-25 | 阿里巴巴集团控股有限公司 | 基于区块链的数据处理方法、装置和服务器 |
| US12210937B2 (en) * | 2018-11-16 | 2025-01-28 | Sap Se | Applying scoring systems using an auto-machine learning classification approach |
| US11574360B2 (en) * | 2019-02-05 | 2023-02-07 | International Business Machines Corporation | Fraud detection based on community change analysis |
| US11593811B2 (en) * | 2019-02-05 | 2023-02-28 | International Business Machines Corporation | Fraud detection based on community change analysis using a machine learning model |
| JP2020140540A (ja) * | 2019-02-28 | 2020-09-03 | 富士通株式会社 | 判定プログラム、判定方法および情報処理装置 |
| CN110263938B (zh) | 2019-06-19 | 2021-07-23 | 北京百度网讯科技有限公司 | 用于生成信息的方法和装置 |
| CN110991650A (zh) * | 2019-11-25 | 2020-04-10 | 第四范式(北京)技术有限公司 | 训练养卡识别模型、识别养卡行为的方法及装置 |
| CN111080360B (zh) * | 2019-12-13 | 2023-12-01 | 中诚信征信有限公司 | 行为预测方法、模型训练方法、装置、服务器及存储介质 |
| CN111860865B (zh) * | 2020-07-23 | 2022-07-19 | 中国工商银行股份有限公司 | 模型构建和分析的方法、装置、电子设备和介质 |
| CN112465626B (zh) * | 2020-11-24 | 2023-08-29 | 平安科技(深圳)有限公司 | 基于客户端分类聚合的联合风险评估方法及相关设备 |
| CN113705824A (zh) * | 2021-01-23 | 2021-11-26 | 深圳市玄羽科技有限公司 | 一种用于构建机器学习建模过程的系统 |
| CN113177597A (zh) * | 2021-04-30 | 2021-07-27 | 平安国际融资租赁有限公司 | 模型训练数据确定方法、检测模型训练方法、装置及设备 |
| WO2022249266A1 (ja) * | 2021-05-25 | 2022-12-01 | 日本電気株式会社 | 不正検知システム、不正検知方法およびプログラム記録媒体 |
| EP4184398A1 (en) * | 2021-11-22 | 2023-05-24 | Irdeto B.V. | Identifying, or checking integrity of, a machine-learning classification model |
| CN116205301A (zh) * | 2023-01-31 | 2023-06-02 | 苏州浪潮智能科技有限公司 | 基于量子机器学习的训练框架构建方法、装置、系统 |
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| CN102467726A (zh) * | 2010-11-04 | 2012-05-23 | 阿里巴巴集团控股有限公司 | 一种基于网上交易平台的数据处理方法和装置 |
| CN103064987A (zh) * | 2013-01-31 | 2013-04-24 | 五八同城信息技术有限公司 | 一种虚假交易信息识别方法 |
| CN104679777A (zh) * | 2013-12-02 | 2015-06-03 | 中国银联股份有限公司 | 一种用于检测欺诈交易的方法及系统 |
| US20150363791A1 (en) * | 2014-01-10 | 2015-12-17 | Hybrid Application Security Ltd. | Business action based fraud detection system and method |
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| JP4226754B2 (ja) * | 2000-03-09 | 2009-02-18 | 富士電機システムズ株式会社 | ニューラルネットワークの最適化学習方法 |
| KR100442835B1 (ko) * | 2002-08-13 | 2004-08-02 | 삼성전자주식회사 | 인공 신경망을 이용한 얼굴 인식 방법 및 장치 |
| JP2004265190A (ja) * | 2003-03-03 | 2004-09-24 | Japan Energy Electronic Materials Inc | 階層型ニューラルネットワークの学習方法、そのプログラム及びそのプログラムを記録した記録媒体 |
| JP5142135B2 (ja) * | 2007-11-13 | 2013-02-13 | 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 | データを分類する技術 |
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| CN103106365B (zh) * | 2013-01-25 | 2015-11-25 | 中国科学院软件研究所 | 一种移动终端上的恶意应用软件的检测方法 |
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-
2016
- 2016-02-19 CN CN201610094664.8A patent/CN107103171B/zh active Active
-
2017
- 2017-02-07 TW TW106103976A patent/TWI789345B/zh not_active IP Right Cessation
- 2017-02-07 WO PCT/CN2017/073023 patent/WO2017140222A1/zh not_active Ceased
- 2017-02-07 JP JP2018542277A patent/JP7102344B2/ja active Active
-
2018
- 2018-08-17 US US15/999,073 patent/US20180374098A1/en not_active Abandoned
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| CN102467726A (zh) * | 2010-11-04 | 2012-05-23 | 阿里巴巴集团控股有限公司 | 一种基于网上交易平台的数据处理方法和装置 |
| CN103064987A (zh) * | 2013-01-31 | 2013-04-24 | 五八同城信息技术有限公司 | 一种虚假交易信息识别方法 |
| CN104679777A (zh) * | 2013-12-02 | 2015-06-03 | 中国银联股份有限公司 | 一种用于检测欺诈交易的方法及系统 |
| US20150363791A1 (en) * | 2014-01-10 | 2015-12-17 | Hybrid Application Security Ltd. | Business action based fraud detection system and method |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107103171B (zh) | 2020-09-25 |
| JP7102344B2 (ja) | 2022-07-19 |
| CN107103171A (zh) | 2017-08-29 |
| JP2019511037A (ja) | 2019-04-18 |
| US20180374098A1 (en) | 2018-12-27 |
| TW201734844A (zh) | 2017-10-01 |
| WO2017140222A1 (zh) | 2017-08-24 |
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