CN1902631A - 用于周期现象的聚类技术 - Google Patents
用于周期现象的聚类技术 Download PDFInfo
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- CN1902631A CN1902631A CNA2004800396253A CN200480039625A CN1902631A CN 1902631 A CN1902631 A CN 1902631A CN A2004800396253 A CNA2004800396253 A CN A2004800396253A CN 200480039625 A CN200480039625 A CN 200480039625A CN 1902631 A CN1902631 A CN 1902631A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
- H04L41/142—Network analysis or design using statistical or mathematical methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/10—Pre-processing; Data cleansing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering 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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/088—Non-supervised learning, e.g. competitive learning
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computing Systems (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Computer Networks & Wireless Communication (AREA)
- Computational Linguistics (AREA)
- Pure & Applied Mathematics (AREA)
- Probability & Statistics with Applications (AREA)
- Mathematical Optimization (AREA)
- Medical Informatics (AREA)
- Mathematical Analysis (AREA)
- Algebra (AREA)
- Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Biophysics (AREA)
- Signal Processing (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Complex Calculations (AREA)
- Mobile Radio Communication Systems (AREA)
- Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)
- Pharmaceuticals Containing Other Organic And Inorganic Compounds (AREA)
- Medicines Containing Material From Animals Or Micro-Organisms (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Description
Claims (16)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/748,673 US7461037B2 (en) | 2003-12-31 | 2003-12-31 | Clustering technique for cyclic phenomena |
US10/748,673 | 2003-12-31 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN1902631A true CN1902631A (zh) | 2007-01-24 |
CN100511241C CN100511241C (zh) | 2009-07-08 |
Family
ID=34700938
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CNB2004800396253A Expired - Fee Related CN100511241C (zh) | 2003-12-31 | 2004-11-26 | 用于周期现象的聚类技术 |
Country Status (7)
Country | Link |
---|---|
US (1) | US7461037B2 (zh) |
EP (1) | EP1704500B1 (zh) |
JP (1) | JP2007519993A (zh) |
CN (1) | CN100511241C (zh) |
AT (1) | ATE401612T1 (zh) |
DE (1) | DE602004015157D1 (zh) |
WO (1) | WO2005064499A1 (zh) |
Families Citing this family (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8028337B1 (en) | 2005-08-30 | 2011-09-27 | Sprint Communications Company L.P. | Profile-aware filtering of network traffic |
US8204974B1 (en) * | 2005-08-30 | 2012-06-19 | Sprint Communications Company L.P. | Identifying significant behaviors within network traffic |
WO2010004509A1 (en) * | 2008-07-08 | 2010-01-14 | Mobile Telephone Networks (Proprietary) Limited | A method and system for clustering cells in a cellular or mobile telecommunications network |
US20110090820A1 (en) | 2009-10-16 | 2011-04-21 | Osama Hussein | Self-optimizing wireless network |
US8751432B2 (en) * | 2010-09-02 | 2014-06-10 | Anker Berg-Sonne | Automated facilities management system |
US8509762B2 (en) | 2011-05-20 | 2013-08-13 | ReVerb Networks, Inc. | Methods and apparatus for underperforming cell detection and recovery in a wireless network |
WO2013036793A1 (en) | 2011-09-09 | 2013-03-14 | ReVerb Networks, Inc. | Methods and apparatus for implementing a self optimizing-organizing network manager |
US9258719B2 (en) | 2011-11-08 | 2016-02-09 | Viavi Solutions Inc. | Methods and apparatus for partitioning wireless network cells into time-based clusters |
EP2815541B1 (en) | 2012-02-17 | 2018-06-27 | Osama Tarraf | Methods and apparatus for coordination in multi-mode networks |
US9113353B1 (en) | 2015-02-27 | 2015-08-18 | ReVerb Networks, Inc. | Methods and apparatus for improving coverage and capacity in a wireless network |
US11620471B2 (en) * | 2016-11-30 | 2023-04-04 | Cylance Inc. | Clustering analysis for deduplication of training set samples for machine learning based computer threat analysis |
Family Cites Families (49)
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US4821264A (en) * | 1988-02-04 | 1989-04-11 | Bell Communications Research, Inc. | Adaptive concentration communication network ISDN access |
US5040133A (en) * | 1990-01-12 | 1991-08-13 | Hughes Aircraft Company | Adaptive clusterer |
US5148485A (en) * | 1990-07-20 | 1992-09-15 | Ericsson Ge Mobile Communications Holding, Inc. | Encrypton system for digital cellular communications |
US5263120A (en) * | 1991-04-29 | 1993-11-16 | Bickel Michael A | Adaptive fast fuzzy clustering system |
US6850252B1 (en) * | 1999-10-05 | 2005-02-01 | Steven M. Hoffberg | Intelligent electronic appliance system and method |
US5694428A (en) * | 1992-03-12 | 1997-12-02 | Ntp Incorporated | Transmitting circuitry for serial transmission of encoded information |
US5745532A (en) * | 1992-03-12 | 1998-04-28 | Ntp Incorporated | System for wireless transmission and receiving of information and method of operation thereof |
US5717725A (en) * | 1992-03-12 | 1998-02-10 | Ntp Incorporated | System for wireless transmission and receiving of information through a computer bus interface and method of operation |
US5751773A (en) * | 1992-03-12 | 1998-05-12 | Ntp Incorporated | System for wireless serial transmission of encoded information |
US5710798A (en) * | 1992-03-12 | 1998-01-20 | Ntp Incorporated | System for wireless transmission and receiving of information and method of operation thereof |
US5742644A (en) * | 1992-03-12 | 1998-04-21 | Ntp Incorporated | Receiving circuitry for receiving serially transmitted encoded information |
US6272190B1 (en) * | 1992-03-12 | 2001-08-07 | Ntp Incorporated | System for wireless transmission and receiving of information and method of operation thereof |
US6198783B1 (en) * | 1992-03-12 | 2001-03-06 | Ntp Incorporated | System for wireless serial transmission of encoded information |
JPH07141384A (ja) * | 1993-11-12 | 1995-06-02 | Hitachi Ltd | データ特徴抽出方法およびデータ分類装置 |
JPH07200300A (ja) * | 1993-11-29 | 1995-08-04 | Toshiba Corp | パターン認識型推論方法及び装置 |
US5764241A (en) * | 1995-11-30 | 1998-06-09 | Microsoft Corporation | Method and system for modeling and presenting integrated media with a declarative modeling language for representing reactive behavior |
US6009418A (en) * | 1996-05-02 | 1999-12-28 | Cooper; David L. | Method and apparatus for neural networking using semantic attractor architecture |
US6490571B1 (en) * | 1996-05-02 | 2002-12-03 | David L. Cooper | Method and apparatus for neural networking using semantic attractor architecture |
JPH10334155A (ja) * | 1997-05-28 | 1998-12-18 | Toshiba Corp | 自動取引装置の資金運用支援装置 |
JPH1170445A (ja) * | 1997-08-29 | 1999-03-16 | Nec Kyushu Ltd | 製造プロセス変更管理装置及び製造プロセス変更管理方法 |
US6556951B1 (en) * | 1997-11-26 | 2003-04-29 | The United States Of America As Represented By The Secretary Of The Department Of Health And Human Services | System and method for intelligent quality control of a process |
US6023544A (en) * | 1997-12-24 | 2000-02-08 | Lucent Technologies Inc. | Monitoring with an optical wavelength router |
WO2000028518A2 (en) * | 1998-11-09 | 2000-05-18 | Broadcom Corporation | Graphics display system |
US7051309B1 (en) * | 1999-02-16 | 2006-05-23 | Crosetto Dario B | Implementation of fast data processing with mixed-signal and purely digital 3D-flow processing boars |
US6161213A (en) * | 1999-02-17 | 2000-12-12 | Icid, Llc | System for providing an integrated circuit with a unique identification |
US7219020B1 (en) * | 1999-04-09 | 2007-05-15 | Axontologic, Inc. | Chemical structure similarity ranking system and computer-implemented method for same |
US6542854B2 (en) * | 1999-04-30 | 2003-04-01 | Oracle Corporation | Method and mechanism for profiling a system |
US6473084B1 (en) * | 1999-09-08 | 2002-10-29 | C4Cast.Com, Inc. | Prediction input |
US6658467B1 (en) * | 1999-09-08 | 2003-12-02 | C4Cast.Com, Inc. | Provision of informational resources over an electronic network |
US6792399B1 (en) * | 1999-09-08 | 2004-09-14 | C4Cast.Com, Inc. | Combination forecasting using clusterization |
US6606615B1 (en) * | 1999-09-08 | 2003-08-12 | C4Cast.Com, Inc. | Forecasting contest |
US7072863B1 (en) * | 1999-09-08 | 2006-07-04 | C4Cast.Com, Inc. | Forecasting using interpolation modeling |
SE9904008D0 (sv) | 1999-11-03 | 1999-11-03 | Abb Ab | Förfarande vid maskin |
US6553332B2 (en) | 1999-12-22 | 2003-04-22 | Texas Instruments Incorporated | Method for evaluating process chambers used for semiconductor manufacturing |
JP2001188772A (ja) * | 1999-12-28 | 2001-07-10 | Ishikawajima Harima Heavy Ind Co Ltd | プラントの需要予測方法及びその装置 |
US6532456B1 (en) * | 2000-06-02 | 2003-03-11 | International Business Machines Corporation | Methods for identifying partial periodic patterns of infrequent events in an event sequences |
JP3650572B2 (ja) * | 2000-07-07 | 2005-05-18 | 日本電信電話株式会社 | 時系列データの分類装置 |
US6901244B1 (en) * | 2000-10-23 | 2005-05-31 | Oren Semiconductor Ltd. | Training signal in a single carrier transmission |
US6701389B2 (en) * | 2001-06-07 | 2004-03-02 | International Business Machines Corporation | Bandwidth allocation in accordance with shared queue output limit |
US6834266B2 (en) | 2001-10-11 | 2004-12-21 | Profitlogic, Inc. | Methods for estimating the seasonality of groups of similar items of commerce data sets based on historical sales data values and associated error information |
US20030101009A1 (en) | 2001-10-30 | 2003-05-29 | Johnson Controls Technology Company | Apparatus and method for determining days of the week with similar utility consumption profiles |
FR2833125B1 (fr) * | 2001-12-03 | 2004-02-27 | Cit Alcatel | Procede de determination de tendance de service |
US7327800B2 (en) * | 2002-05-24 | 2008-02-05 | Vecima Networks Inc. | System and method for data detection in wireless communication systems |
US7107188B2 (en) * | 2003-01-08 | 2006-09-12 | Schlumberger Technology Corporation | Digital pressure derivative method and program storage device |
US7327795B2 (en) * | 2003-03-31 | 2008-02-05 | Vecima Networks Inc. | System and method for wireless communication systems |
US7369491B1 (en) * | 2003-05-14 | 2008-05-06 | Nortel Networks Limited | Regulating data-burst transfer |
US7254646B2 (en) * | 2003-06-23 | 2007-08-07 | Hewlett-Packard Development Company, L.P. | Analysis of causal relations between intercommunicating nodes |
US7149387B2 (en) * | 2004-03-24 | 2006-12-12 | Enablence Inc. | Double diffraction grating with flat passband output |
US7223234B2 (en) * | 2004-07-10 | 2007-05-29 | Monitrix, Inc. | Apparatus for determining association variables |
-
2003
- 2003-12-31 US US10/748,673 patent/US7461037B2/en active Active
-
2004
- 2004-11-26 DE DE602004015157T patent/DE602004015157D1/de active Active
- 2004-11-26 JP JP2006546206A patent/JP2007519993A/ja active Pending
- 2004-11-26 EP EP04798330A patent/EP1704500B1/en not_active Not-in-force
- 2004-11-26 AT AT04798330T patent/ATE401612T1/de not_active IP Right Cessation
- 2004-11-26 CN CNB2004800396253A patent/CN100511241C/zh not_active Expired - Fee Related
- 2004-11-26 WO PCT/FI2004/000721 patent/WO2005064499A1/en active IP Right Grant
Also Published As
Publication number | Publication date |
---|---|
ATE401612T1 (de) | 2008-08-15 |
WO2005064499A1 (en) | 2005-07-14 |
JP2007519993A (ja) | 2007-07-19 |
EP1704500A1 (en) | 2006-09-27 |
EP1704500B1 (en) | 2008-07-16 |
DE602004015157D1 (de) | 2008-08-28 |
US7461037B2 (en) | 2008-12-02 |
CN100511241C (zh) | 2009-07-08 |
US20050144148A1 (en) | 2005-06-30 |
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Owner name: NOKIA SIEMENS NETWORKS Free format text: FORMER OWNER: NOKIA NETWORKS OY Effective date: 20080328 |
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Address after: Espoo, Finland Patentee after: Nokia Siemens Networks OY Address before: Espoo, Finland Patentee before: Nokia Corp. |
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