ATE248404T1 - Steuern und lehren eines neuralen netzwerks - Google Patents

Steuern und lehren eines neuralen netzwerks

Info

Publication number
ATE248404T1
ATE248404T1 AT98901368T AT98901368T ATE248404T1 AT E248404 T1 ATE248404 T1 AT E248404T1 AT 98901368 T AT98901368 T AT 98901368T AT 98901368 T AT98901368 T AT 98901368T AT E248404 T1 ATE248404 T1 AT E248404T1
Authority
AT
Austria
Prior art keywords
neural network
information
teaching
controlling
retraining
Prior art date
Application number
AT98901368T
Other languages
English (en)
Inventor
Philip William Hobson
Peter Hamer
Kevin John Twitchen
Paul Colin Barson
Simon Field
Timothy John Edwards
Original Assignee
Cerebrus Solutions 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 Cerebrus Solutions Ltd filed Critical Cerebrus Solutions Ltd
Application granted granted Critical
Publication of ATE248404T1 publication Critical patent/ATE248404T1/de

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W12/00Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/12Detection or prevention of fraud
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q20/00Payment architectures, schemes or protocols
    • G06Q20/38Payment protocols; Details thereof
    • G06Q20/40Authorisation, 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
    • G06Q20/403Solvency checks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07FCOIN-FREED OR LIKE APPARATUS
    • G07F7/00Mechanisms actuated by objects other than coins to free or to actuate vending, hiring, coin or paper currency dispensing or refunding apparatus
    • G07F7/08Mechanisms actuated by objects other than coins to free or to actuate vending, hiring, coin or paper currency dispensing or refunding apparatus by coded identity card or credit card or other personal identification means

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • Accounting & Taxation (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Finance (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Development Economics (AREA)
  • Computer Security & Cryptography (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Marketing (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Debugging And Monitoring (AREA)
  • Maintenance And Management Of Digital Transmission (AREA)
  • Selective Calling Equipment (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
  • Feedback Control In General (AREA)
  • Control Of Direct Current Motors (AREA)
AT98901368T 1997-01-21 1998-01-14 Steuern und lehren eines neuralen netzwerks ATE248404T1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB9701196A GB2321364A (en) 1997-01-21 1997-01-21 Retraining neural network
PCT/GB1998/000140 WO1998032086A1 (en) 1997-01-21 1998-01-14 Monitoring and retraining neural network

Publications (1)

Publication Number Publication Date
ATE248404T1 true ATE248404T1 (de) 2003-09-15

Family

ID=10806347

Family Applications (1)

Application Number Title Priority Date Filing Date
AT98901368T ATE248404T1 (de) 1997-01-21 1998-01-14 Steuern und lehren eines neuralen netzwerks

Country Status (8)

Country Link
US (1) US6067535A (de)
EP (1) EP0897566B1 (de)
AT (1) ATE248404T1 (de)
AU (1) AU5771098A (de)
CA (1) CA2249316A1 (de)
DE (1) DE69817487D1 (de)
GB (1) GB2321364A (de)
WO (1) WO1998032086A1 (de)

Families Citing this family (81)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7747243B2 (en) 1992-03-24 2010-06-29 Boatwright John T Call security system
US6076082A (en) * 1995-09-04 2000-06-13 Matsushita Electric Industrial Co., Ltd. Information filtering method and apparatus for preferentially taking out information having a high necessity
US6298351B1 (en) * 1997-04-11 2001-10-02 International Business Machines Corporation Modifying an unreliable training set for supervised classification
US7403922B1 (en) * 1997-07-28 2008-07-22 Cybersource Corporation Method and apparatus for evaluating fraud risk in an electronic commerce transaction
US8321411B2 (en) 1999-03-23 2012-11-27 Microstrategy, Incorporated System and method for management of an automatic OLAP report broadcast system
GB9910111D0 (en) * 1999-04-30 1999-06-30 Nortel Networks Corp Account fraud scoring
US8607138B2 (en) 1999-05-28 2013-12-10 Microstrategy, Incorporated System and method for OLAP report generation with spreadsheet report within the network user interface
US9208213B2 (en) 1999-05-28 2015-12-08 Microstrategy, Incorporated System and method for network user interface OLAP report formatting
US8130918B1 (en) 1999-09-13 2012-03-06 Microstrategy, Incorporated System and method for the creation and automatic deployment of personalized, dynamic and interactive voice services, with closed loop transaction processing
US6768788B1 (en) 1999-09-13 2004-07-27 Microstrategy, Incorporated System and method for real-time, personalized, dynamic, interactive voice services for property-related information
US6964012B1 (en) 1999-09-13 2005-11-08 Microstrategy, Incorporated System and method for the creation and automatic deployment of personalized, dynamic and interactive voice services, including deployment through personalized broadcasts
US6836537B1 (en) 1999-09-13 2004-12-28 Microstrategy Incorporated System and method for real-time, personalized, dynamic, interactive voice services for information related to existing travel schedule
US6829334B1 (en) 1999-09-13 2004-12-07 Microstrategy, Incorporated System and method for the creation and automatic deployment of personalized, dynamic and interactive voice services, with telephone-based service utilization and control
US6601014B1 (en) * 1999-11-30 2003-07-29 Cerebrus Solutions Ltd. Dynamic deviation
EP1107168A1 (de) * 1999-12-09 2001-06-13 BRITISH TELECOMMUNICATIONS public limited company Verfahren und Gerät um ein Übungdatensatz auf den neuesten Stand zu bringen
DE10191378D2 (de) * 2000-04-11 2003-06-05 Uwe Hoffmann Telefonsystem und Hilfsmittel für das Betreiben des Systems
US7478077B2 (en) * 2000-05-17 2009-01-13 New York University Method and system for data classification in the presence of a temporal non-stationarity
US7034701B1 (en) * 2000-06-16 2006-04-25 The United States Of America As Represented By The Secretary Of The Navy Identification of fire signatures for shipboard multi-criteria fire detection systems
US20020147694A1 (en) * 2001-01-31 2002-10-10 Dempsey Derek M. Retraining trainable data classifiers
US7089592B2 (en) * 2001-03-15 2006-08-08 Brighterion, Inc. Systems and methods for dynamic detection and prevention of electronic fraud
US6675134B2 (en) * 2001-03-15 2004-01-06 Cerebrus Solutions Ltd. Performance assessment of data classifiers
AT501028B1 (de) * 2001-09-27 2008-08-15 Siemens Ag Oesterreich Verfahren und vorrichtung zur bewertung von börsekursen
US7841002B2 (en) * 2001-12-06 2010-11-23 Ectel Ltd. Method for detecting a behavior of interest in telecommunication networks
US20040054505A1 (en) * 2001-12-12 2004-03-18 Lee Susan C. Hierarchial neural network intrusion detector
US20050154688A1 (en) * 2002-05-13 2005-07-14 George Bolt Automated performance monitoring and adaptation system
US20040254655A1 (en) * 2003-06-13 2004-12-16 Man-Ho Lee Dynamic parameter tuning
US20060205489A1 (en) * 2004-12-30 2006-09-14 Jerome Carpenter Methods for game player identification
US8407785B2 (en) 2005-08-18 2013-03-26 The Trustees Of Columbia University In The City Of New York Systems, methods, and media protecting a digital data processing device from attack
JP4429236B2 (ja) * 2005-08-19 2010-03-10 富士通株式会社 分類ルール作成支援方法
CA2626993A1 (en) 2005-10-25 2007-05-03 The Trustees Of Columbia University In The City Of New York Methods, media and systems for detecting anomalous program executions
WO2008055156A2 (en) 2006-10-30 2008-05-08 The Trustees Of Columbia University In The City Of New York Methods, media, and systems for detecting an anomalous sequence of function calls
US7657497B2 (en) * 2006-11-07 2010-02-02 Ebay Inc. Online fraud prevention using genetic algorithm solution
WO2008066731A2 (en) * 2006-11-22 2008-06-05 Psigenics Corporation Device and method responsive to influences of mind
US9442620B2 (en) * 2007-08-21 2016-09-13 Oracle International Corporation Navigation systems with event notification
US8635171B1 (en) 2009-08-17 2014-01-21 Symantec Corporation Systems and methods for reducing false positives produced by heuristics
US8280830B2 (en) * 2009-08-31 2012-10-02 Symantec Corporation Systems and methods for using multiple in-line heuristics to reduce false positives
US8543522B2 (en) 2010-04-21 2013-09-24 Retail Decisions, Inc. Automatic rule discovery from large-scale datasets to detect payment card fraud using classifiers
CN102204168B (zh) * 2011-04-26 2013-12-04 华为技术有限公司 网络流量模拟方法及装置
CN102269534B (zh) * 2011-07-25 2012-11-28 天津空中代码工程应用软件开发有限公司 一种旋流式热导管
RU2014112261A (ru) 2011-09-15 2015-10-20 Зе Трастис Оф Коламбия Юниверсити Ин Зе Сити Оф Нью-Йорк Системы, способы и носители информации для обнаружения полезных нагрузок возвратно-ориентированного программирования
US9460382B2 (en) * 2013-12-23 2016-10-04 Qualcomm Incorporated Neural watchdog
US20150242747A1 (en) * 2014-02-26 2015-08-27 Nancy Packes, Inc. Real estate evaluating platform methods, apparatuses, and media
US20180053114A1 (en) 2014-10-23 2018-02-22 Brighterion, Inc. Artificial intelligence for context classifier
US10038713B2 (en) * 2014-05-06 2018-07-31 Cisco Technology, Inc. Predicted attack detection rates along a network path
US20150339673A1 (en) 2014-10-28 2015-11-26 Brighterion, Inc. Method for detecting merchant data breaches with a computer network server
US20160055427A1 (en) 2014-10-15 2016-02-25 Brighterion, Inc. Method for providing data science, artificial intelligence and machine learning as-a-service
US20150032589A1 (en) 2014-08-08 2015-01-29 Brighterion, Inc. Artificial intelligence fraud management solution
US20150066771A1 (en) 2014-08-08 2015-03-05 Brighterion, Inc. Fast access vectors in real-time behavioral profiling
US20160071017A1 (en) 2014-10-15 2016-03-10 Brighterion, Inc. Method of operating artificial intelligence machines to improve predictive model training and performance
US10546099B2 (en) 2014-10-15 2020-01-28 Brighterion, Inc. Method of personalizing, individualizing, and automating the management of healthcare fraud-waste-abuse to unique individual healthcare providers
US11080709B2 (en) 2014-10-15 2021-08-03 Brighterion, Inc. Method of reducing financial losses in multiple payment channels upon a recognition of fraud first appearing in any one payment channel
US20160078367A1 (en) 2014-10-15 2016-03-17 Brighterion, Inc. Data clean-up method for improving predictive model training
US20160063502A1 (en) 2014-10-15 2016-03-03 Brighterion, Inc. Method for improving operating profits with better automated decision making with artificial intelligence
US10290001B2 (en) 2014-10-28 2019-05-14 Brighterion, Inc. Data breach detection
US10671915B2 (en) 2015-07-31 2020-06-02 Brighterion, Inc. Method for calling for preemptive maintenance and for equipment failure prevention
GB2557253B (en) 2016-12-02 2020-06-03 F Secure Corp Machine learning based malware detection system
US11915152B2 (en) * 2017-03-24 2024-02-27 D5Ai Llc Learning coach for machine learning system
US11151472B2 (en) * 2017-03-31 2021-10-19 At&T Intellectual Property I, L.P. Dynamic updating of machine learning models
US10565686B2 (en) 2017-06-12 2020-02-18 Nvidia Corporation Systems and methods for training neural networks for regression without ground truth training samples
US11244226B2 (en) 2017-06-12 2022-02-08 Nvidia Corporation Systems and methods for training neural networks with sparse data
US11810340B2 (en) 2017-11-29 2023-11-07 International Business Machines Corporation System and method for consensus-based representation and error checking for neural networks
JP7056259B2 (ja) * 2018-03-14 2022-04-19 オムロン株式会社 検査システム、識別システム、及び識別器評価装置
JP6760317B2 (ja) * 2018-03-14 2020-09-23 オムロン株式会社 学習支援装置
US20190342297A1 (en) 2018-05-01 2019-11-07 Brighterion, Inc. Securing internet-of-things with smart-agent technology
US10992763B2 (en) 2018-08-21 2021-04-27 Bank Of America Corporation Dynamic interaction optimization and cross channel profile determination through online machine learning
US11687785B2 (en) * 2018-12-05 2023-06-27 Jean-Patrice Glafkidès Modification of neural network topology
EP3731203B1 (de) * 2019-04-24 2023-05-31 Carrier Corporation Alarmsystem
US10657445B1 (en) 2019-05-16 2020-05-19 Capital One Services, Llc Systems and methods for training and executing a neural network for collaborative monitoring of resource usage
US10664742B1 (en) 2019-05-16 2020-05-26 Capital One Services, Llc Systems and methods for training and executing a recurrent neural network to determine resolutions
WO2020261285A1 (en) * 2019-06-24 2020-12-30 Telefonaktiebolaget Lm Ericsson (Publ) First node, and method performed thereby, for handling a problem in a communications network
US11468272B2 (en) * 2019-08-15 2022-10-11 Visa International Service Association Method, system, and computer program product for detecting fraudulent interactions
US11455540B2 (en) 2019-11-15 2022-09-27 International Business Machines Corporation Autonomic horizontal exploration in neural networks transfer learning
US11074476B2 (en) * 2019-11-21 2021-07-27 AstrumU, Inc. Data ingestion platform
US11501239B2 (en) * 2020-03-18 2022-11-15 International Business Machines Corporation Metric specific machine learning model improvement through metric specific outlier removal
US11151673B1 (en) 2020-06-10 2021-10-19 AstrumU, Inc. Correlating education programs and employment objectives
US20210397940A1 (en) * 2020-06-10 2021-12-23 Nvidia Corporation Behavior modeling using client-hosted neural networks
DE112021000286T5 (de) * 2020-06-10 2022-11-03 Nvidia Corporation Verhaltensmodellierung unter verwendung von client-gehosteten neuronalen netzen
US11568253B2 (en) * 2020-08-11 2023-01-31 Paypal, Inc. Fallback artificial intelligence system for redundancy during system failover
US11928607B2 (en) 2020-10-30 2024-03-12 AstrumU, Inc. Predictive learner recommendation platform
US11074509B1 (en) 2020-10-30 2021-07-27 AstrumU, Inc. Predictive learner score
US11847172B2 (en) 2022-04-29 2023-12-19 AstrumU, Inc. Unified graph representation of skills and acumen

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5014219A (en) * 1988-05-06 1991-05-07 White James A Mask controled neural networks
US5253302A (en) * 1989-02-28 1993-10-12 Robert Massen Method and arrangement for automatic optical classification of plants
US5222195A (en) * 1989-05-17 1993-06-22 United States Of America Dynamically stable associative learning neural system with one fixed weight
DE68927675T2 (de) * 1989-08-23 1997-07-10 Philips Electronics Nv Verfahren zur Richtigstellung von Netzwerkwichtungsfaktoren in einer mehrschichtigen Perceptronvorrichtung und eine solche Vorrichtung mit Mitteln zur Ausführung dieses Verfahrens
US5402519A (en) * 1990-11-26 1995-03-28 Hitachi, Ltd. Neural network system adapted for non-linear processing
US5155763A (en) * 1990-12-11 1992-10-13 International Business Machines Corp. Look ahead method and apparatus for predictive dialing using a neural network
DE4230419A1 (de) * 1992-09-11 1994-03-17 Siemens Ag Strukturierung von neuronalen Netzen durch regelbasiertes Wissen
US5357564A (en) * 1992-08-12 1994-10-18 At&T Bell Laboratories Intelligent call screening in a virtual communications network
US5819226A (en) * 1992-09-08 1998-10-06 Hnc Software Inc. Fraud detection using predictive modeling
US5345595A (en) * 1992-11-12 1994-09-06 Coral Systems, Inc. Apparatus and method for detecting fraudulent telecommunication activity
SE9302140L (sv) * 1993-06-21 1994-08-29 Televerket Förfarande för lokalisering av mobilstationer i digitalt telenät
US5420910B1 (en) * 1993-06-29 1998-02-17 Airtouch Communications Inc Method and apparatus for fraud control in cellular telephone systems utilizing rf signature comparison
US5442730A (en) * 1993-10-08 1995-08-15 International Business Machines Corporation Adaptive job scheduling using neural network priority functions
US5590181A (en) * 1993-10-15 1996-12-31 Link Usa Corporation Call-processing system and method
US5542054A (en) * 1993-12-22 1996-07-30 Batten, Jr.; George W. Artificial neurons using delta-sigma modulation
US6327345B1 (en) * 1994-09-16 2001-12-04 Mci Communications Corporation Method and system therefor of establishing an acceptance threshold for controlling fraudulent telephone calls
AU5424396A (en) * 1995-03-15 1996-10-02 Coral Systems, Inc. Apparatus and method for preventing fraudulent activity in a communication network
CA2215361C (en) * 1995-03-30 2001-01-23 British Telecommunications Public Limited Company Detecting possible fraudulent communications usage
GB2303275B (en) * 1995-07-13 1997-06-25 Northern Telecom Ltd Detecting mobile telephone misuse
US5737716A (en) * 1995-12-26 1998-04-07 Motorola Method and apparatus for encoding speech using neural network technology for speech classification

Also Published As

Publication number Publication date
CA2249316A1 (en) 1998-07-23
DE69817487D1 (de) 2003-10-02
GB9701196D0 (en) 1997-03-12
WO1998032086A1 (en) 1998-07-23
EP0897566B1 (de) 2003-08-27
GB2321364A (en) 1998-07-22
AU5771098A (en) 1998-08-07
EP0897566A1 (de) 1999-02-24
US6067535A (en) 2000-05-23

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