WO2002047026A3 - Verfahren zur ermittlung konkurrierender risiken - Google Patents

Verfahren zur ermittlung konkurrierender risiken Download PDF

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Publication number
WO2002047026A3
WO2002047026A3 PCT/EP2001/014411 EP0114411W WO0247026A3 WO 2002047026 A3 WO2002047026 A3 WO 2002047026A3 EP 0114411 W EP0114411 W EP 0114411W WO 0247026 A3 WO0247026 A3 WO 0247026A3
Authority
WO
WIPO (PCT)
Prior art keywords
competing risks
determining
risks
adaptive system
determining competing
Prior art date
Legal status (The legal status 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 status listed.)
Ceased
Application number
PCT/EP2001/014411
Other languages
English (en)
French (fr)
Other versions
WO2002047026A2 (de
Inventor
Ronald E Kates
Nadia Harbeck
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Individual
Original Assignee
Individual
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 Individual filed Critical Individual
Priority to AU2002216080A priority Critical patent/AU2002216080A1/en
Priority to EP01999919A priority patent/EP1384199A2/de
Priority to US10/433,740 priority patent/US7395248B2/en
Publication of WO2002047026A2 publication Critical patent/WO2002047026A2/de
Anticipated expiration legal-status Critical
Publication of WO2002047026A3 publication Critical patent/WO2002047026A3/de
Ceased legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Complex Calculations (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Die Erfindung betrifft ein Verfahren zur Ermittlung konkurrierender Risiken für Objekte nach einem Anfangsereignis auf Grundlage bereits gemessener oder sonst objektivierbarer Trainingsdatensätze, in welchem mehrere aus einem lernfähigen System gewonnene Signale in einer objektiven Funktion so kombiniert werden, dass das lernfähige System die zugrunde liegenden Wahrscheinlichkeiten der jeweiligen konkurrierenden Risiken erkennen oder vorhersagen kann.
PCT/EP2001/014411 2000-12-07 2001-12-07 Verfahren zur ermittlung konkurrierender risiken Ceased WO2002047026A2 (de)

Priority Applications (3)

Application Number Priority Date Filing Date Title
AU2002216080A AU2002216080A1 (en) 2000-12-07 2001-12-07 Method for determining competing risks
EP01999919A EP1384199A2 (de) 2000-12-07 2001-12-07 Verfahren zur ermittlung konkurrierender risiken
US10/433,740 US7395248B2 (en) 2000-12-07 2001-12-07 Method for determining competing risks

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
DE10060928.7 2000-12-07
DE10060928 2000-12-07

Publications (2)

Publication Number Publication Date
WO2002047026A2 WO2002047026A2 (de) 2002-06-13
WO2002047026A3 true WO2002047026A3 (de) 2003-11-06

Family

ID=7666201

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/EP2001/014411 Ceased WO2002047026A2 (de) 2000-12-07 2001-12-07 Verfahren zur ermittlung konkurrierender risiken

Country Status (4)

Country Link
US (1) US7395248B2 (de)
EP (1) EP1384199A2 (de)
AU (1) AU2002216080A1 (de)
WO (1) WO2002047026A2 (de)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1388812A1 (de) * 2002-07-04 2004-02-11 Ronald E. Dr. Kates Trainingsverfahren für lernfähiges System
US7485390B2 (en) 2003-02-12 2009-02-03 Symyx Technologies, Inc. Combinatorial methods for preparing electrocatalysts
US20060015373A1 (en) * 2003-09-10 2006-01-19 Swiss Reinsurance Company System and method for automated establishment of experience ratings and/or risk reserves
US8096811B2 (en) * 2003-11-29 2012-01-17 American Board Of Family Medicine, Inc. Computer architecture and process of user evaluation
US20070239496A1 (en) * 2005-12-23 2007-10-11 International Business Machines Corporation Method, system and computer program for operational-risk modeling
US7747551B2 (en) * 2007-02-21 2010-06-29 Neurovista Corporation Reduction of classification error rates and monitoring system using an artificial class
DE102007044919A1 (de) * 2007-09-19 2009-04-02 Hefter, Harald, Prof. Dr. med. Dr. rer. nat. Verfahren zur Bestimmung von sekundärem Therapieversagen
US8949671B2 (en) * 2008-01-30 2015-02-03 International Business Machines Corporation Fault detection, diagnosis, and prevention for complex computing systems
DE102009009228A1 (de) * 2009-02-17 2010-08-26 GEMAC-Gesellschaft für Mikroelektronikanwendung Chemnitz mbH Verfahren und Vorrichtung zur agglutinationsbasierten erkennung von spezifischen Erkankungen über einen Bluttest
WO2011161301A1 (en) * 2010-06-24 2011-12-29 Valtion Teknillinen Tutkimuskeskus State inference in a heterogeneous system
US8620720B2 (en) * 2011-04-28 2013-12-31 Yahoo! Inc. Embedding calendar knowledge in event-driven inventory forecasting
US9235799B2 (en) * 2011-11-26 2016-01-12 Microsoft Technology Licensing, Llc Discriminative pretraining of deep neural networks
US8738421B1 (en) * 2013-01-09 2014-05-27 Vehbi Koc Foundation Koc University Driver moderator method for retail sales prediction
US20150032681A1 (en) * 2013-07-23 2015-01-29 International Business Machines Corporation Guiding uses in optimization-based planning under uncertainty
CA2980166C (en) 2015-03-27 2023-10-10 Equifax, Inc. Optimizing neural networks for risk assessment
AU2016428862C1 (en) 2016-11-07 2020-10-08 Equifax Inc. Optimizing automated modeling algorithms for risk assessment and generation of explanatory data
US11093830B2 (en) 2018-01-30 2021-08-17 D5Ai Llc Stacking multiple nodal networks
CN111602149B (zh) * 2018-01-30 2024-04-02 D5Ai有限责任公司 自组织偏序网络
US11321612B2 (en) 2018-01-30 2022-05-03 D5Ai Llc Self-organizing partially ordered networks and soft-tying learned parameters, such as connection weights
US11468315B2 (en) 2018-10-24 2022-10-11 Equifax Inc. Machine-learning techniques for monotonic neural networks
US10558913B1 (en) * 2018-10-24 2020-02-11 Equifax Inc. Machine-learning techniques for monotonic neural networks

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1991018364A1 (en) * 1990-05-21 1991-11-28 Board Of Regents, The University Of Texas System Method for predicting the future occurrence of clinically occult or non-existent medical conditions
US5812992A (en) * 1995-05-24 1998-09-22 David Sarnoff Research Center Inc. Method and system for training a neural network with adaptive weight updating and adaptive pruning in principal component space

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE4224621C2 (de) * 1992-07-25 1994-05-05 Boehringer Mannheim Gmbh Verfahren zur Analyse eines Bestandteils einer medizinischen Probe mittels eines automatischen Analysegerätes
US5943663A (en) * 1994-11-28 1999-08-24 Mouradian; Gary C. Data processing method and system utilizing parallel processing
US5701400A (en) * 1995-03-08 1997-12-23 Amado; Carlos Armando Method and apparatus for applying if-then-else rules to data sets in a relational data base and generating from the results of application of said rules a database of diagnostics linked to said data sets to aid executive analysis of financial data
US6125105A (en) * 1997-06-05 2000-09-26 Nortel Networks Corporation Method and apparatus for forecasting future values of a time series
DE19940577A1 (de) * 1999-08-26 2001-03-01 Wilex Biotechnology Gmbh Verfahren zum Trainieren eines neuronalen Netzes
US6606615B1 (en) * 1999-09-08 2003-08-12 C4Cast.Com, Inc. Forecasting contest
US20040122702A1 (en) * 2002-12-18 2004-06-24 Sabol John M. Medical data processing system and method
JP4177228B2 (ja) * 2003-10-24 2008-11-05 三菱電機株式会社 予測装置

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1991018364A1 (en) * 1990-05-21 1991-11-28 Board Of Regents, The University Of Texas System Method for predicting the future occurrence of clinically occult or non-existent medical conditions
US5812992A (en) * 1995-05-24 1998-09-22 David Sarnoff Research Center Inc. Method and system for training a neural network with adaptive weight updating and adaptive pruning in principal component space

Also Published As

Publication number Publication date
WO2002047026A2 (de) 2002-06-13
US7395248B2 (en) 2008-07-01
EP1384199A2 (de) 2004-01-28
AU2002216080A1 (en) 2002-06-18
US20040073096A1 (en) 2004-04-15

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