WO2003027899A3 - Method and apparatus for data analysis - Google Patents

Method and apparatus for data analysis Download PDF

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Publication number
WO2003027899A3
WO2003027899A3 PCT/GB2002/004328 GB0204328W WO03027899A3 WO 2003027899 A3 WO2003027899 A3 WO 2003027899A3 GB 0204328 W GB0204328 W GB 0204328W WO 03027899 A3 WO03027899 A3 WO 03027899A3
Authority
WO
WIPO (PCT)
Prior art keywords
data analysis
user preference
fuzzy set
data
instance
Prior art date
Application number
PCT/GB2002/004328
Other languages
French (fr)
Other versions
WO2003027899A2 (en
Inventor
Detlef Daniel Nauck
Martin Spott
Benham Azvine
Original Assignee
British Telecomm
Detlef Daniel Nauck
Martin Spott
Benham Azvine
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
Priority claimed from EP01308280A external-priority patent/EP1298582A1/en
Priority claimed from EP01308260A external-priority patent/EP1298540A1/en
Priority claimed from EP01308261A external-priority patent/EP1298505A1/en
Application filed by British Telecomm, Detlef Daniel Nauck, Martin Spott, Benham Azvine filed Critical British Telecomm
Priority to CA002457715A priority Critical patent/CA2457715A1/en
Priority to US10/488,782 priority patent/US7272586B2/en
Priority to EP02765043A priority patent/EP1483739A2/en
Priority to AU2002329417A priority patent/AU2002329417A1/en
Publication of WO2003027899A2 publication Critical patent/WO2003027899A2/en
Publication of WO2003027899A3 publication Critical patent/WO2003027899A3/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/02—Computing arrangements based on specific mathematical models using fuzzy logic
    • G06N7/023—Learning or tuning the parameters of a fuzzy system
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/0275—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using fuzzy logic only
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B17/00—Systems involving the use of models or simulators of said systems
    • G05B17/02—Systems involving the use of models or simulators of said systems electric
    • 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
    • G06F16/2468—Fuzzy queries
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/24765—Rule-based classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/40—Software arrangements specially adapted for pattern recognition, e.g. user interfaces or toolboxes therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/043—Architecture, e.g. interconnection topology based on fuzzy logic, fuzzy membership or fuzzy inference, e.g. adaptive neuro-fuzzy inference systems [ANFIS]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G06N5/048—Fuzzy inferencing

Abstract

With known systems, when performing analysis of data, users typically have a solution-oriented view: there is a problem, and data has been collected with a view to providing some information about the problem. Usually a method is selected, based on vague knowledge about some feature of the problem. This is often sub-optimal, because the user can be assumed to be an expert in the application area, but not in data analysis. Embodiments of the invention provide a means of characterising data analysis methods in terms of tangible and non-tangible parameters such as user-friendliness, accuracy, simplicity, interpretability, speed, cost, comprehensibility, and transparency, and then matching these to some pre-specified requirements. This means is provided by a method of selecting a data analysis method in accordance with a user preference, wherein the user preference relates to a feature of the data analysis method and is represented by a fuzzy set comprising a range of values. The method comprises the following steps: (i) using the user preference to identify one or more rules corresponding to the user preference, each rule comprising at least one fuzzy set that relates features of data analysis methods to data analysis characteristics; (ii) evaluating the or each identified rule, thereby identifying an instance of a data analysis characteristic associated with the identified rule, the instance comprising a fuzzy set having a range of values; (iii) accessing a plurality of data analysis methods, each of which has a plurality of data analysis characteristics, wherein each of which data analysis characteristics is characterised by a fuzzy set having a range of values; and (iv) comparing the data analysis characteristics associated with the accessed data analysis methods with the data analysis characteristic instance in order to identify a data analysis method that matches the user preference.
PCT/GB2002/004328 2001-09-27 2002-09-24 Method and apparatus for data analysis WO2003027899A2 (en)

Priority Applications (4)

Application Number Priority Date Filing Date Title
CA002457715A CA2457715A1 (en) 2001-09-27 2002-09-24 Method and apparatus for data analysis
US10/488,782 US7272586B2 (en) 2001-09-27 2002-09-24 Method and apparatus for data analysis
EP02765043A EP1483739A2 (en) 2001-09-27 2002-09-24 Method and apparatus for data analysis
AU2002329417A AU2002329417A1 (en) 2001-09-27 2002-09-24 Method and apparatus for data analysis

Applications Claiming Priority (6)

Application Number Priority Date Filing Date Title
EP01308280A EP1298582A1 (en) 2001-09-27 2001-09-27 Method and apparatus for data analysis
EP01308261.5 2001-09-27
EP01308280.5 2001-09-27
EP01308260A EP1298540A1 (en) 2001-09-27 2001-09-27 Method of customising terms
EP01308261A EP1298505A1 (en) 2001-09-27 2001-09-27 A modelling method
EP01308260.7 2001-09-27

Publications (2)

Publication Number Publication Date
WO2003027899A2 WO2003027899A2 (en) 2003-04-03
WO2003027899A3 true WO2003027899A3 (en) 2004-09-10

Family

ID=27224376

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/GB2002/004328 WO2003027899A2 (en) 2001-09-27 2002-09-24 Method and apparatus for data analysis

Country Status (5)

Country Link
US (1) US7272586B2 (en)
EP (1) EP1483739A2 (en)
AU (1) AU2002329417A1 (en)
CA (1) CA2457715A1 (en)
WO (1) WO2003027899A2 (en)

Families Citing this family (114)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100500329B1 (en) * 2001-10-18 2005-07-11 주식회사 핸디소프트 System and Method for Workflow Mining
EP1526679B1 (en) * 2003-10-21 2007-06-27 Hewlett-Packard Development Company, L.P. Methods relating to the monitoring of computer systems
US7526464B2 (en) * 2003-11-28 2009-04-28 Manyworlds, Inc. Adaptive fuzzy network system and method
USRE45770E1 (en) 2003-11-28 2015-10-20 World Assets Consulting Ag, Llc Adaptive recommendation explanations
US7539652B2 (en) 2003-11-28 2009-05-26 Manyworlds, Inc. Adaptive self-modifying and recombinant systems
US8566263B2 (en) 2003-11-28 2013-10-22 World Assets Consulting Ag, Llc Adaptive computer-based personalities
US7606772B2 (en) 2003-11-28 2009-10-20 Manyworlds, Inc. Adaptive social computing methods
US7526459B2 (en) 2003-11-28 2009-04-28 Manyworlds, Inc. Adaptive social and process network systems
US20090018918A1 (en) 2004-11-04 2009-01-15 Manyworlds Inc. Influence-based Social Network Advertising
US7526458B2 (en) 2003-11-28 2009-04-28 Manyworlds, Inc. Adaptive recommendations systems
US8600920B2 (en) 2003-11-28 2013-12-03 World Assets Consulting Ag, Llc Affinity propagation in adaptive network-based systems
US7283982B2 (en) * 2003-12-05 2007-10-16 International Business Machines Corporation Method and structure for transform regression
EP1763795B1 (en) * 2004-05-11 2013-09-04 Angoss Software Corporation A method and system for interactive decision tree modification and visualization
US7460716B2 (en) * 2004-09-13 2008-12-02 Boston Scientific Scimed, Inc. Systems and methods for producing a dynamic classified image
CN101142559B (en) * 2005-03-16 2011-10-19 英国电讯有限公司 Monitoring computer-controlled processes and systems
EP1708099A1 (en) * 2005-03-29 2006-10-04 BRITISH TELECOMMUNICATIONS public limited company Schema matching
WO2006103396A1 (en) * 2005-04-01 2006-10-05 British Telecommunications Public Limited Company Adaptive classifier, and method of creation of classification parameters therefor
US20060239219A1 (en) * 2005-04-22 2006-10-26 At&T Corporation Application signature based traffic classification
US20060276996A1 (en) * 2005-06-01 2006-12-07 Keerthi Sathiya S Fast tracking system and method for generalized LARS/LASSO
US9330189B2 (en) 2005-10-26 2016-05-03 Cortica, Ltd. System and method for capturing a multimedia content item by a mobile device and matching sequentially relevant content to the multimedia content item
US9558449B2 (en) 2005-10-26 2017-01-31 Cortica, Ltd. System and method for identifying a target area in a multimedia content element
US9767143B2 (en) 2005-10-26 2017-09-19 Cortica, Ltd. System and method for caching of concept structures
US10380164B2 (en) 2005-10-26 2019-08-13 Cortica, Ltd. System and method for using on-image gestures and multimedia content elements as search queries
US10742340B2 (en) 2005-10-26 2020-08-11 Cortica Ltd. System and method for identifying the context of multimedia content elements displayed in a web-page and providing contextual filters respective thereto
US11620327B2 (en) 2005-10-26 2023-04-04 Cortica Ltd System and method for determining a contextual insight and generating an interface with recommendations based thereon
US9384196B2 (en) 2005-10-26 2016-07-05 Cortica, Ltd. Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US10949773B2 (en) 2005-10-26 2021-03-16 Cortica, Ltd. System and methods thereof for recommending tags for multimedia content elements based on context
US9466068B2 (en) 2005-10-26 2016-10-11 Cortica, Ltd. System and method for determining a pupillary response to a multimedia data element
US11361014B2 (en) 2005-10-26 2022-06-14 Cortica Ltd. System and method for completing a user profile
US11216498B2 (en) 2005-10-26 2022-01-04 Cortica, Ltd. System and method for generating signatures to three-dimensional multimedia data elements
US9256668B2 (en) 2005-10-26 2016-02-09 Cortica, Ltd. System and method of detecting common patterns within unstructured data elements retrieved from big data sources
US8312031B2 (en) 2005-10-26 2012-11-13 Cortica Ltd. System and method for generation of complex signatures for multimedia data content
US10360253B2 (en) 2005-10-26 2019-07-23 Cortica, Ltd. Systems and methods for generation of searchable structures respective of multimedia data content
US11019161B2 (en) 2005-10-26 2021-05-25 Cortica, Ltd. System and method for profiling users interest based on multimedia content analysis
US9489431B2 (en) 2005-10-26 2016-11-08 Cortica, Ltd. System and method for distributed search-by-content
US10614626B2 (en) 2005-10-26 2020-04-07 Cortica Ltd. System and method for providing augmented reality challenges
US10848590B2 (en) 2005-10-26 2020-11-24 Cortica Ltd System and method for determining a contextual insight and providing recommendations based thereon
US9372940B2 (en) 2005-10-26 2016-06-21 Cortica, Ltd. Apparatus and method for determining user attention using a deep-content-classification (DCC) system
US9235557B2 (en) 2005-10-26 2016-01-12 Cortica, Ltd. System and method thereof for dynamically associating a link to an information resource with a multimedia content displayed in a web-page
US11003706B2 (en) 2005-10-26 2021-05-11 Cortica Ltd System and methods for determining access permissions on personalized clusters of multimedia content elements
US11032017B2 (en) 2005-10-26 2021-06-08 Cortica, Ltd. System and method for identifying the context of multimedia content elements
US9639532B2 (en) 2005-10-26 2017-05-02 Cortica, Ltd. Context-based analysis of multimedia content items using signatures of multimedia elements and matching concepts
US8326775B2 (en) 2005-10-26 2012-12-04 Cortica Ltd. Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US10372746B2 (en) 2005-10-26 2019-08-06 Cortica, Ltd. System and method for searching applications using multimedia content elements
US9396435B2 (en) 2005-10-26 2016-07-19 Cortica, Ltd. System and method for identification of deviations from periodic behavior patterns in multimedia content
US9031999B2 (en) 2005-10-26 2015-05-12 Cortica, Ltd. System and methods for generation of a concept based database
US10635640B2 (en) 2005-10-26 2020-04-28 Cortica, Ltd. System and method for enriching a concept database
US11403336B2 (en) 2005-10-26 2022-08-02 Cortica Ltd. System and method for removing contextually identical multimedia content elements
US9191626B2 (en) 2005-10-26 2015-11-17 Cortica, Ltd. System and methods thereof for visual analysis of an image on a web-page and matching an advertisement thereto
US9529984B2 (en) 2005-10-26 2016-12-27 Cortica, Ltd. System and method for verification of user identification based on multimedia content elements
US10621988B2 (en) 2005-10-26 2020-04-14 Cortica Ltd System and method for speech to text translation using cores of a natural liquid architecture system
US9953032B2 (en) 2005-10-26 2018-04-24 Cortica, Ltd. System and method for characterization of multimedia content signals using cores of a natural liquid architecture system
US10607355B2 (en) 2005-10-26 2020-03-31 Cortica, Ltd. Method and system for determining the dimensions of an object shown in a multimedia content item
US8266185B2 (en) 2005-10-26 2012-09-11 Cortica Ltd. System and methods thereof for generation of searchable structures respective of multimedia data content
US11386139B2 (en) 2005-10-26 2022-07-12 Cortica Ltd. System and method for generating analytics for entities depicted in multimedia content
US10191976B2 (en) 2005-10-26 2019-01-29 Cortica, Ltd. System and method of detecting common patterns within unstructured data elements retrieved from big data sources
US8818916B2 (en) 2005-10-26 2014-08-26 Cortica, Ltd. System and method for linking multimedia data elements to web pages
US10776585B2 (en) 2005-10-26 2020-09-15 Cortica, Ltd. System and method for recognizing characters in multimedia content
US10387914B2 (en) 2005-10-26 2019-08-20 Cortica, Ltd. Method for identification of multimedia content elements and adding advertising content respective thereof
US10380267B2 (en) 2005-10-26 2019-08-13 Cortica, Ltd. System and method for tagging multimedia content elements
US10691642B2 (en) 2005-10-26 2020-06-23 Cortica Ltd System and method for enriching a concept database with homogenous concepts
US10698939B2 (en) 2005-10-26 2020-06-30 Cortica Ltd System and method for customizing images
US9477658B2 (en) 2005-10-26 2016-10-25 Cortica, Ltd. Systems and method for speech to speech translation using cores of a natural liquid architecture system
US10380623B2 (en) 2005-10-26 2019-08-13 Cortica, Ltd. System and method for generating an advertisement effectiveness performance score
US11604847B2 (en) 2005-10-26 2023-03-14 Cortica Ltd. System and method for overlaying content on a multimedia content element based on user interest
US10180942B2 (en) 2005-10-26 2019-01-15 Cortica Ltd. System and method for generation of concept structures based on sub-concepts
US20140156628A1 (en) * 2005-10-26 2014-06-05 Cortica Ltd. System and method for determination of causality based on big data analysis
US10535192B2 (en) 2005-10-26 2020-01-14 Cortica Ltd. System and method for generating a customized augmented reality environment to a user
US9286623B2 (en) 2005-10-26 2016-03-15 Cortica, Ltd. Method for determining an area within a multimedia content element over which an advertisement can be displayed
US9218606B2 (en) 2005-10-26 2015-12-22 Cortica, Ltd. System and method for brand monitoring and trend analysis based on deep-content-classification
US10585934B2 (en) 2005-10-26 2020-03-10 Cortica Ltd. Method and system for populating a concept database with respect to user identifiers
US9646005B2 (en) 2005-10-26 2017-05-09 Cortica, Ltd. System and method for creating a database of multimedia content elements assigned to users
US10193990B2 (en) 2005-10-26 2019-01-29 Cortica Ltd. System and method for creating user profiles based on multimedia content
US7962328B2 (en) * 2006-03-13 2011-06-14 Lexikos Corporation Method and apparatus for generating a compact data structure to identify the meaning of a symbol
US7925957B2 (en) * 2006-03-20 2011-04-12 Intel Corporation Validating data using processor instructions
US10290055B2 (en) * 2006-04-21 2019-05-14 Refinitiv Us Organization Llc Encoded short message service text messaging systems and methods
DE102006020176A1 (en) * 2006-05-02 2007-11-08 Robert Bosch Gmbh Method for supply of forecasting pattern for object out of number of objects, involves providing forecasting pattern in consideration of usage range of these associated objects, and preset seasonal coefficients are standardized
US7797672B2 (en) * 2006-05-30 2010-09-14 Motorola, Inc. Statechart generation using frames
US7505951B2 (en) * 2006-05-30 2009-03-17 Motorola, Inc. Hierarchical state machine generation for interaction management using goal specifications
US7949663B1 (en) * 2006-08-25 2011-05-24 Sprint Communications Company L.P. Enhanced project predictor
US7676490B1 (en) * 2006-08-25 2010-03-09 Sprint Communications Company L.P. Project predictor
US10733326B2 (en) 2006-10-26 2020-08-04 Cortica Ltd. System and method for identification of inappropriate multimedia content
FR2910983B1 (en) * 2006-12-29 2009-02-20 Jorge Julio DEVICE FOR DYNAMICALLY TESTING DATA PROCESSING PROGRAMS
US20080243912A1 (en) * 2007-03-28 2008-10-02 British Telecommunctions Public Limited Company Method of providing business intelligence
US20080285860A1 (en) * 2007-05-07 2008-11-20 The Penn State Research Foundation Studying aesthetics in photographic images using a computational approach
US8781175B2 (en) 2007-05-07 2014-07-15 The Penn State Research Foundation On-site composition and aesthetics feedback through exemplars for photographers
US7873611B2 (en) * 2007-08-31 2011-01-18 Red Hat, Inc. Boolean literal and parameter handling in object relational mapping
US7996416B2 (en) * 2007-08-31 2011-08-09 Red Hat, Inc. Parameter type prediction in object relational mapping
US7983946B1 (en) 2007-11-12 2011-07-19 Sprint Communications Company L.P. Systems and methods for identifying high complexity projects
US8095635B2 (en) * 2008-07-21 2012-01-10 At&T Intellectual Property I, Lp Managing network traffic for improved availability of network services
CA2794846A1 (en) 2010-04-05 2011-10-13 X&Y Solutions Systems, methods, and logic for generating statistical research information
US10031950B2 (en) 2011-01-18 2018-07-24 Iii Holdings 2, Llc Providing advanced conditional based searching
US8762299B1 (en) 2011-06-27 2014-06-24 Google Inc. Customized predictive analytical model training
US8781982B1 (en) * 2011-09-23 2014-07-15 Lockheed Martin Corporation System and method for estimating remaining useful life
US9043344B1 (en) * 2011-11-03 2015-05-26 Yi-Ling Chen Data mining and model generation using an in-database analytic flow generator
CN102982077B (en) * 2012-10-30 2015-09-16 中国联合网络通信集团有限公司 User data disposal route and device
US20150339604A1 (en) * 2014-05-20 2015-11-26 International Business Machines Corporation Method and application for business initiative performance management
US20160132935A1 (en) * 2014-11-07 2016-05-12 Turn Inc. Systems, methods, and apparatus for flexible extension of an audience segment
US10310846B2 (en) * 2014-12-15 2019-06-04 Business Objects Software Ltd. Automated approach for integrating automated function library functions and algorithms in predictive analytics
US10049128B1 (en) * 2014-12-31 2018-08-14 Symantec Corporation Outlier detection in databases
KR101689795B1 (en) * 2015-10-28 2016-12-26 아주대학교산학협력단 Method and system for detecting vulnerabilities of communication protocol software
US20180096253A1 (en) * 2016-10-04 2018-04-05 Civicscape, LLC Rare event forecasting system and method
US10409788B2 (en) * 2017-01-23 2019-09-10 Sap Se Multi-pass duplicate identification using sorted neighborhoods and aggregation techniques
EP3361416A1 (en) 2017-02-09 2018-08-15 Tata Consultancy Services Limited Statistical modeling techniques based neural network models for generating intelligence reports
WO2018163628A1 (en) * 2017-03-07 2018-09-13 ソニー株式会社 Information processing device and information processing method
US10579911B2 (en) * 2017-05-23 2020-03-03 The United States Of America, As Represented By The Secretary Of The Navy Systems and related methods employing directed energy and machine learning operable for enabling or protecting from non-destructive degradation or disruption of electro-optic(s) or sensors
US10572827B2 (en) * 2017-08-08 2020-02-25 International Business Machines Corporation Prediction quality assessment
US10817779B2 (en) * 2017-08-30 2020-10-27 International Business Machines Corporation Bayesian network based hybrid machine learning
CN110781226B (en) * 2019-10-28 2022-08-19 中国建设银行股份有限公司 Data analysis method, device, storage medium, equipment and system
CN110851428B (en) * 2019-11-19 2022-05-20 厦门市美亚柏科信息股份有限公司 Database analysis method, device and medium based on rule operator dynamic arrangement
CN110990461A (en) * 2019-12-12 2020-04-10 国家电网有限公司大数据中心 Big data analysis model algorithm model selection method and device, electronic equipment and medium
US11394604B2 (en) 2020-09-10 2022-07-19 Cisco Technology, Inc. Closed-loop automation of a managed network
JP2022132985A (en) * 2021-03-01 2022-09-13 株式会社東芝 Operating status management device, operating status management system, and operating status management method
CN114564835A (en) * 2022-03-01 2022-05-31 北京九天翱翔科技有限公司 Rapid evaluation system for transmission success rate based on multi-attribute fusion fuzzy comprehensive evaluation

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5721903A (en) * 1995-10-12 1998-02-24 Ncr Corporation System and method for generating reports from a computer database

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE4323439A1 (en) 1993-07-13 1995-01-19 Siemens Ag Arrangement for modeling a non-linear process
US5524176A (en) 1993-10-19 1996-06-04 Daido Steel Co., Ltd. Fuzzy expert system learning network
US5577169A (en) * 1994-04-29 1996-11-19 International Business Machines Corporation Fuzzy logic entity behavior profiler
EP0692232A1 (en) 1994-07-12 1996-01-17 The Procter & Gamble Company Absorbent structure comprising a back half section with a relatively high weight of absorbent gelling material
DE19537010C2 (en) 1995-10-04 1997-10-02 Siemens Ag Learning method and arrangement for emulating a dynamic process
US6236978B1 (en) * 1997-11-14 2001-05-22 New York University System and method for dynamic profiling of users in one-to-one applications
US6078924A (en) 1998-01-30 2000-06-20 Aeneid Corporation Method and apparatus for performing data collection, interpretation and analysis, in an information platform
DE19914277B4 (en) 1999-03-20 2008-08-14 Schütz, Klaus Method and device for detecting the classes of system or process states
US6839680B1 (en) * 1999-09-30 2005-01-04 Fujitsu Limited Internet profiling
US20030037063A1 (en) * 2001-08-10 2003-02-20 Qlinx Method and system for dynamic risk assessment, risk monitoring, and caseload management

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5721903A (en) * 1995-10-12 1998-02-24 Ncr Corporation System and method for generating reports from a computer database

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
LIGGESMEYER P: "Selecting engineering techniques using fuzzy logic based decision support", ENGINEERING OF COMPUTER-BASED SYSTEMS,1996. PROCEEDINGS., IEEE SYMPOSIUM AND WORKSHOP ON FRIEDRICHSHAFEN, GERMANY 11-15 MARCH 1996, LOS ALAMITOS, CA, USA,IEEE COMPUT. SOC, US, 11 March 1996 (1996-03-11), pages 427 - 434, XP010159694, ISBN: 0-8186-7355-9 *

Also Published As

Publication number Publication date
CA2457715A1 (en) 2003-04-03
US20040249779A1 (en) 2004-12-09
WO2003027899A2 (en) 2003-04-03
US7272586B2 (en) 2007-09-18
AU2002329417A1 (en) 2003-04-07
EP1483739A2 (en) 2004-12-08

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