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

    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/10—Pre-processing; Data cleansing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Evolutionary Biology (AREA)
  • Computing Systems (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)
  • Management, Administration, Business Operations System, And Electronic Commerce (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)
  • Information Retrieval, Db Structures And Fs Structures Therefor (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
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
EP2754271B1 (de) 2011-09-09 2019-11-13 Reverb Networks Inc. Verfahren und vorrichtung zur implementierung eines selbstorganisierenden und -optimierenden netzwerkmanagers
US9258719B2 (en) 2011-11-08 2016-02-09 Viavi Solutions Inc. Methods and apparatus for partitioning wireless network cells into time-based clusters
US9008722B2 (en) 2012-02-17 2015-04-14 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 (53)

* 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
US6198783B1 (en) * 1992-03-12 2001-03-06 Ntp Incorporated System for wireless 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
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
US5751773A (en) * 1992-03-12 1998-05-12 Ntp Incorporated System for wireless serial transmission of 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
US5742644A (en) * 1992-03-12 1998-04-21 Ntp Incorporated Receiving circuitry for receiving serially transmitted 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
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
AU1799099A (en) * 1997-11-26 1999-06-15 Government of The United States of America, as represented by The Secretary Department of Health & Human Services, The National Institutes of Health, The 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
US6738072B1 (en) * 1998-11-09 2004-05-18 Broadcom Corporation Graphics display system with anti-flutter filtering and vertical scaling feature
JP2001333353A (ja) * 2000-03-16 2001-11-30 Matsushita Electric Ind Co Ltd データ処理方法および記録媒体、並びに該データ処理方法をコンピュータに実行させるためのプログラム
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
US6606615B1 (en) * 1999-09-08 2003-08-12 C4Cast.Com, Inc. Forecasting contest
US6792399B1 (en) * 1999-09-08 2004-09-14 C4Cast.Com, Inc. Combination forecasting using clusterization
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
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
CN1139898C (zh) * 2002-03-25 2004-02-25 北京工业大学 基于k-均值聚类及信息融合的角膜病灶图像分割方法
US7327800B2 (en) * 2002-05-24 2008-02-05 Vecima Networks Inc. System and method for data detection in wireless communication systems
CN1190772C (zh) * 2002-09-30 2005-02-23 中国科学院声学研究所 语音识别系统及用于语音识别系统的特征矢量集的压缩方法
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
CN1223941C (zh) * 2003-06-18 2005-10-19 北京首信股份有限公司 一种基于相关特征聚类的层次入侵检测系统
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
DE602004015157D1 (de) 2008-08-28
JP2007519993A (ja) 2007-07-19
US7461037B2 (en) 2008-12-02
EP1704500B1 (de) 2008-07-16
US20050144148A1 (en) 2005-06-30
WO2005064499A1 (en) 2005-07-14
EP1704500A1 (de) 2006-09-27
CN1902631A (zh) 2007-01-24
CN100511241C (zh) 2009-07-08

Similar Documents

Publication Publication Date Title
Liebermeister Linear modes of gene expression determined by independent component analysis
Lynch et al. The genome-wide signature of short-term temporal selection
ATE401612T1 (de) Cluster-technik für zyklische phänomene
CN103294911B (zh) 一种时间序列相似度值获取方法及系统
Zhou et al. Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study
Girotto et al. Metagenomic reads binning with spaced seeds
Gascuel et al. Reconstructing evolution: new mathematical and computational advances
Dang et al. I-SVVS: integrative stochastic variational variable selection to explore joint patterns of multi-omics microbiome data
van de Bovenkamp et al. Domination-time dynamics in susceptible-infected-susceptible virus competition on networks
SG196843A1 (en) Methods employing non-coding rna expression assays
WO2008155852A1 (ja) メモリ共有型並列処理システムにおいて表形式データを集計する方法及び装置
Zenil et al. Methods of information theory and algorithmic complexity for network biology
Iwayama et al. FIT: statistical modeling tool for transcriptome dynamics under fluctuating field conditions
CN101833540B (zh) 信号处理方法和装置
D’Andrea et al. Can Clustering in Genotype Space Reveal “Niches”?
CN102789500A (zh) 一种音频比较方法
CN108133298B (zh) 一种多元回归模型全国粮食消费量预测方法
FI20031020A0 (fi) Informaationhallintajärjestelmä biokemiallista informaatiota varten
Eyiyurekli et al. A computational system for investigating chemotaxis-based cell aggregation
Majumdar et al. Efficient designs based on orthogonal arrays of type I and type II for experiments using units ordered over time or space
WO2009044486A1 (ja) 表形式データをソートする方法、マルチコア型装置、及び、プログラム
FR2872606B1 (fr) Procede de traitement de donnees logiciel associe
Saakian et al. Different fitnesses for in vivo and in vitro evolutions due to the finite generation-time effect
Tremblay-Savard et al. Reconstruction of ancestral RNA sequences under multiple structural constraints
Kukush et al. Estimation in a linear multivariate measurement error model with a change point in the data

Legal Events

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