DE69802960T2 - Datengruppierung und dimensionsverringerung mehrdimensionaler daten zum indizieren und suchen - Google Patents

Datengruppierung und dimensionsverringerung mehrdimensionaler daten zum indizieren und suchen

Info

Publication number
DE69802960T2
DE69802960T2 DE69802960T DE69802960T DE69802960T2 DE 69802960 T2 DE69802960 T2 DE 69802960T2 DE 69802960 T DE69802960 T DE 69802960T DE 69802960 T DE69802960 T DE 69802960T DE 69802960 T2 DE69802960 T2 DE 69802960T2
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DE
Germany
Prior art keywords
data
searching
indicating
dimension reduction
dimensional data
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.)
Expired - Lifetime
Application number
DE69802960T
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English (en)
Other versions
DE69802960D1 (de
Inventor
Vittorio Castelli
Chung-Sheng Li
Alexander Thamasian
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.)
International Business Machines Corp
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International Business Machines Corp
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 International Business Machines Corp filed Critical International Business Machines Corp
Publication of DE69802960D1 publication Critical patent/DE69802960D1/de
Application granted granted Critical
Publication of DE69802960T2 publication Critical patent/DE69802960T2/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/31—Indexing; Data structures therefor; Storage structures
    • G06F16/316—Indexing structures
    • 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
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G06F16/2228—Indexing structures
    • G06F16/2264—Multidimensional index structures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23211—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with adaptive number of clusters
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G06F18/24137—Distances to cluster centroïds
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00—Data processing: database and file management or data structures
    • Y10S707/99931—Database or file accessing
    • Y10S707/99932—Access augmentation or optimizing
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00—Data processing: database and file management or data structures
    • Y10S707/99931—Database or file accessing
    • Y10S707/99933—Query processing, i.e. searching
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00—Data processing: database and file management or data structures
    • Y10S707/99931—Database or file accessing
    • Y10S707/99933—Query processing, i.e. searching
    • Y10S707/99935—Query augmenting and refining, e.g. inexact access
DE69802960T 1997-10-31 1998-10-27 Datengruppierung und dimensionsverringerung mehrdimensionaler daten zum indizieren und suchen Expired - Lifetime DE69802960T2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US08/960,540 US6122628A (en) 1997-10-31 1997-10-31 Multidimensional data clustering and dimension reduction for indexing and searching
PCT/GB1998/003196 WO1999023578A1 (en) 1997-10-31 1998-10-27 Multidimensional data clustering and dimension reduction for indexing and searching

Publications (2)

Publication Number Publication Date
DE69802960D1 DE69802960D1 (de) 2002-01-24
DE69802960T2 true DE69802960T2 (de) 2002-08-29

Family

ID=25503305

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69802960T Expired - Lifetime DE69802960T2 (de) 1997-10-31 1998-10-27 Datengruppierung und dimensionsverringerung mehrdimensionaler daten zum indizieren und suchen

Country Status (12)

Country Link
US (1) US6122628A (de)
EP (1) EP1025514B1 (de)
JP (1) JP3113861B2 (de)
KR (1) KR100385528B1 (de)
CN (1) CN100429650C (de)
CZ (1) CZ297222B6 (de)
DE (1) DE69802960T2 (de)
HU (1) HUP0100581A3 (de)
IL (1) IL131820A (de)
PL (1) PL340039A1 (de)
TW (1) TW410304B (de)
WO (1) WO1999023578A1 (de)

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CN1216841A (zh) 1999-05-19
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EP1025514A1 (de) 2000-08-09
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