ATE401612T1 - Cluster-technik für zyklische phänomene - Google Patents

Cluster-technik für zyklische phänomene

Info

Publication number
ATE401612T1
ATE401612T1 AT04798330T AT04798330T ATE401612T1 AT E401612 T1 ATE401612 T1 AT E401612T1 AT 04798330 T AT04798330 T AT 04798330T AT 04798330 T AT04798330 T AT 04798330T AT E401612 T1 ATE401612 T1 AT E401612T1
Authority
AT
Austria
Prior art keywords
routine
data arrays
data
entities
arrays
Prior art date
Application number
AT04798330T
Other languages
English (en)
Inventor
Kimmo Haetoenen
Pekka Kumpulainen
Pekko Vehvilaeinen
Original Assignee
Nokia Siemens Networks Oy
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 Nokia Siemens Networks Oy filed Critical Nokia Siemens Networks Oy
Application granted granted Critical
Publication of ATE401612T1 publication Critical patent/ATE401612T1/de

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • H04L41/142Network analysis or design using statistical or mathematical methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/10Pre-processing; Data cleansing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/23Clustering techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/088Non-supervised learning, e.g. competitive learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Mathematical Optimization (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Signal Processing (AREA)
  • Molecular Biology (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Algebra (AREA)
  • Medical Informatics (AREA)
  • Complex Calculations (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Medicines Containing Material From Animals Or Micro-Organisms (AREA)
  • Medicines That Contain Protein Lipid Enzymes And Other Medicines (AREA)
  • Pharmaceuticals Containing Other Organic And Inorganic Compounds (AREA)
  • Testing And Monitoring For Control Systems (AREA)
AT04798330T 2003-12-31 2004-11-26 Cluster-technik für zyklische phänomene ATE401612T1 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US10/748,673 US7461037B2 (en) 2003-12-31 2003-12-31 Clustering technique for cyclic phenomena

Publications (1)

Publication Number Publication Date
ATE401612T1 true ATE401612T1 (de) 2008-08-15

Family

ID=34700938

Family Applications (1)

Application Number Title Priority Date Filing Date
AT04798330T ATE401612T1 (de) 2003-12-31 2004-11-26 Cluster-technik für zyklische phänomene

Country Status (7)

Country Link
US (1) US7461037B2 (de)
EP (1) EP1704500B1 (de)
JP (1) JP2007519993A (de)
CN (1) CN100511241C (de)
AT (1) ATE401612T1 (de)
DE (1) DE602004015157D1 (de)
WO (1) WO2005064499A1 (de)

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8204974B1 (en) * 2005-08-30 2012-06-19 Sprint Communications Company L.P. Identifying significant behaviors within network traffic
US8028337B1 (en) 2005-08-30 2011-09-27 Sprint Communications Company L.P. Profile-aware filtering of 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
WO2012031278A1 (en) * 2010-09-02 2012-03-08 Pepperdash Technology Corporation 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
US9369886B2 (en) 2011-09-09 2016-06-14 Viavi Solutions 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
WO2013123162A1 (en) 2012-02-17 2013-08-22 ReVerb Networks, Inc. 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)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
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
US5694428A (en) * 1992-03-12 1997-12-02 Ntp Incorporated Transmitting circuitry for serial transmission of encoded information
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
US5742644A (en) * 1992-03-12 1998-04-21 Ntp Incorporated Receiving circuitry for receiving serially transmitted 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
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
US6490571B1 (en) * 1996-05-02 2002-12-03 David L. Cooper Method and apparatus for neural networking using semantic attractor architecture
US6009418A (en) * 1996-05-02 1999-12-28 Cooper; David L. 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
WO1999027466A2 (en) * 1997-11-26 1999-06-03 The Government Of The United States Of America, As Represented By The Secretary, Department Of Health And Human Services, The National Institutes Of Health 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
US6608630B1 (en) * 1998-11-09 2003-08-19 Broadcom Corporation Graphics display system with line buffer control scheme
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
US6658467B1 (en) * 1999-09-08 2003-12-02 C4Cast.Com, Inc. Provision of informational resources over an electronic network
US6473084B1 (en) * 1999-09-08 2002-10-29 C4Cast.Com, Inc. Prediction input
US7072863B1 (en) * 1999-09-08 2006-07-04 C4Cast.Com, Inc. Forecasting using interpolation modeling
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
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

Also Published As

Publication number Publication date
US7461037B2 (en) 2008-12-02
EP1704500A1 (de) 2006-09-27
JP2007519993A (ja) 2007-07-19
CN100511241C (zh) 2009-07-08
US20050144148A1 (en) 2005-06-30
CN1902631A (zh) 2007-01-24
WO2005064499A1 (en) 2005-07-14
DE602004015157D1 (de) 2008-08-28
EP1704500B1 (de) 2008-07-16

Similar Documents

Publication Publication Date Title
ATE401612T1 (de) Cluster-technik für zyklische phänomene
WO2006132720A3 (en) Method and system for parallel processing of hough transform computations
CN104517613A (zh) 语音质量评估方法及装置
CN104008420A (zh) 一种基于自动编码机的分布式离群点检测方法及系统
CN109817275A (zh) 蛋白质功能预测模型生成、蛋白质功能预测方法及装置
CN106682454A (zh) 一种宏基因组数据分类方法和装置
CN105255882A (zh) 双孢蘑菇ssr分子标记特异引物体系及其应用
CN102841985A (zh) 一种基于结构域特征的关键蛋白质识别方法
CN107247575A (zh) 一种多路数据浮点处理器原型
Zichello et al. Hominoid intraspecific cranial variation mirrors neutral genetic diversity
Girotto et al. Metagenomic reads binning with spaced seeds
CN103885977A (zh) 一种网页数据的分类方法、装置和系统
CN104680567A (zh) 根据曲率对三维模型进行帧聚类的方法
CN104854602A (zh) 根据突触前神经元的激发生成消息
EP4168943A1 (de) System und verfahren zur beschleunigung des trainings von tiefenlernnetzen
CN111949786B (zh) 智能问答模型优化方法及装置
WO2008102825A1 (ja) 遺伝子発現パターンから遺伝子を分類する方法
CN105069285B (zh) 一种基于小波相干性多元神经信号关联性分析方法
SG196843A1 (en) Methods employing non-coding rna expression assays
CN106294429A (zh) 重复数据识别方法和装置
D’Andrea et al. Can Clustering in Genotype Space Reveal “Niches”?
Shadrin et al. Drake’s rule as a consequence of approaching channel capacity
Iwayama et al. FIT: statistical modeling tool for transcriptome dynamics under fluctuating field conditions
CN109726354B (zh) 一种面向海量数据的并行互相关计算方法
Saakian Quasispecies model of evolution with migration

Legal Events

Date Code Title Description
RER Ceased as to paragraph 5 lit. 3 law introducing patent treaties