Advances in data science and classification: proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | German |
| Veröffentlicht: |
Berlin u.a.
Springer
1998
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| Schriftenreihe: | Studies in classification, data analysis, and knowledge organisation
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XV, 677 S. graph. Darst., Kt. |
| ISBN: | 3540646418 |
Internformat
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Datensatz im Suchindex
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| adam_text | ALFREDO RIZZI - MAURIZIO VICHI HANS-HERMANN BOCK (EDS.) ADVANCES IN DATA
SCIENCE AND CLASSIFICATION PROCEEDINGS OF THE 6TH CONFERENCE OF THE
INTERNATIONAL FEDERATION OF CLASSIFICATION SOCIETIES (IFCS-98)
UNIVERSITAE LA SAPIENZA , ROME, 21-24 JULY, 1998 WITH 141 FIGURES AND 75
TABLES | P SPRINGER TABLE OF CONTENTS PREFACE V PART I: METHODOLOGIES IN
CLASSIFICATION CLUSTERING AND CLASSIFICATION K-MIDRANGES CLUSTERING J.
DOUGLAS CARROLL, ANIL CHATURVEDI 3 A NEW METHOD FOR DETECTING
INFLUENTIAL OBSERVATIONS IN NONHIERARCHICAL CLUSTER ANALYSIS ANDREA
CERIOLI -. 15 NON-PROBABILISTIC CLASSIFICATION JOHN C. GOWER, GAVINJ.S.
ROSS 21 AN INVESTIGATION OF NINE PROCEDURES FOR DETECTING THE STRUCTURE
IN A DATA SET ANDRE HARDY, PAUL ANDRE 29 CLUSTERING AND OUTLIER
IDENTIFICATION: FIXED POINT CLUSTER ANALYSIS CHRISTIAN HENNIG 37
CLUSTERING LARGE DATASETS OF MIXED UNITS SIMONA KORENJAK-CERNE, VLADIMIR
BATAGELJ 43 A CRITICAL APPROACH TO NON-PARAMETRIC CLASSIFICATION OF
COMPOSITIONAL DATA J. A. MARTIN-FERNAENDEZ, C. BARCELOE-VIDAL, V.
PAWLOWSKY-GLAHN 49 CLUSTERING BASED ON WAVELET TRANSFORM: APPLICATIONS
TO POINT PATTERN CLUSTERING AND TO HIGH-DIMENSIONAL DATA ANALYSIS F.
MURTAGH, J.L. STARCK, M. BERRY 57 COMPARISON AND CONSENSUS OF
CLASSIFICATION BEYOND SIMPON S PARADOX : ONE PROBLEM IN DATA SCIENCE
CHIKIO HAYASHI, KAZUE YAMAOKA 65 FOR CONSENSUS (WITH BRANCH LENGTHS)
FRANQOIS JOSEPH LAPOINTE 73 CONSENSUS OF CLASSIFICATIONS: THE CASE OF
TREES BRUNO LECLERC 81 X THE INFORMATION CONTENT OF CONSENSUS TREES
JOSEPH L. THORLEY, MARK WILKINSON, MIKE CHARLESTON 91 FUZZY CLUSTERING
AND FUZZY METHODS COMPATIBLE AND COMPLEMENTARY FUZZY PARTITIONS SLAVKA
BODJANOVA 99 TWO METHODS OF FUZZY C-MEANS AND CLASSIFICATION FUNCTIONS
SADAAKI MIYAMOTO, KAZUTAKA UMAYAHARA 105 DYNAMIC DETERMINATION OF MIXING
PARAMETERS IN FUZZY CLUSTERING MINA RYOKE, YOSHITERU NAKAMORI, HIROYUKI
TAMURA, 111 A DYNAMIC ADDITIVE FUZZY CLUSTERING MODEL MIKA SATO-ILIC,
YOSHIHARU SATO 117 APPLICATION OF FUZZY MATHEMATICAL MORPHOLOGY FOR
PATTERN CLASSIFICATION SANDRINE TURPIN-DHILLY, CLAUDINE BOTTE-LECOCQ 125
OPTIMIZATION IN CLASSIFICATION AND CONSTRAINED CLASSIFICATION
STATISTICAL CONDITIONS FOR A LINEAR COMPLEXITY FOR AN ALGORITHM OF
HIERARCHICAL CLASSIFICATION UNDER CONSTRAINT OF CONTIGUITY KADDOUR
BACHAR, ISRAEL-CESAR LERMAN 131 CONSTRAINED CLUSTERING PROBLEMS VLADIMIR
BATAGELJ, ANUSKA FERLIGOJ 137 A CONSTRAINED CLUSTERWISE PROCEDURE FOR
SEGMENTATION TOMMASO GASTALDI, DONATELLA VICARI 145 MAXIMAL PREDICTIVE
CLUSTERING WITH ORDER CONSTRAINT: A LINEAR AND OPTIMAL ALGORITHM LAURENT
GUEGUEN, REGINE VIGNES, JACQUES LEBBE 153 A LINEAR PROGRAMMING BASED
HEURISTIC FOR A HARD CLUSTERING PROBLEM ON TREES ISABELLA LARI, MAURIZIO
MARAVALLE , BRUNO SIMEONE 161 TWO PRINCIPAL POINTS OF SYMMETRIE
DISTRIBUTIONS MASAHIRO MIZUTA 171 PERTINENCE FOR A CLASSIFICATION N.
NICOLOYANNIS, M.TERRENOIRE, D.TOUNISSOUX 177 GLOBAL STOCHASTIC
OPTIMIZATION TECHNIQUES APPLIED TO PARTITIONING JAVIER TREJOS, ALEX
MURILLO, EDUARDO PIZA 185 PROBABILISTIC MODELLING METHODS IN
CLASSIFICATION AND PATTERN RECOGNITION MCMC INFERENCE FOR MODEL-BASED
CLUSTER ANALYSIS HALIMA BENSMAIL, JACQUELINE J. MEULMAN 19 1 ON THE
ASYMPTOTIC NORMALITY OF A RESUBSTITUTION ERROR ESTIMATE LAESZLOE GYOERFI,
MAERTA HORVAETH 197 STOCHASTIC METHODS FOR GENERATIVE SYSTEMS ANALYSIS
GABRIEL V. ORMAN 205 XI COMPENSATORY RULES FOR OPTIMAL CLASSIFICATION
WITH MASTERY SCORES HANS J. VOS 211 PART II: OTHER APPROACHES FOR
CLASSIFICATION: DISCRIMINATION, NEURAL NETWORK, REGRESSION TREES
DISCRIMINATION AND CLASSIFICATION ABOUT THE AUTOMATIC DETECTION OF
TRAINING SETS FOR MULTISPECTRAL IMAGES CLASSIFICATION V.BERTHOLET, J. P.
RASSON, S. LISSOIR 221 A LEAPS AND BOUNDS ALGORITHM FOR VARIABLE
SELECTION IN TWO-GROUP DISCRIMINANT ANALYSIS ANTONIO PEDRO DUARTE SILVA
227 CANONICAL DISCRIMINANT ANALYSIS OF MULTINOMIAL SAMPLES WITH
APPLICATIONS TO TEXTUAL DATA MYUNG-HOE HUH, KYUNG-SOOK YANG 233 HOW TO
EXTRACT PREDICTIVE BINARY ATTRIBUTES FROM A CATEGORICAL ONE I.C. LERMAN,
J.F. PINTO DA COSTA 239 A DENSITY DISTANCE BASED APPROACH TO PROJECTION
PURSUIT DISCRIMINANT ANALYSIS LAURA LIZZANI 245 TWO GROUP LINEAR
DISCRIMINATION BASED ON TRANSVARIATION MEASURES ANGELA MONTANARI,
DANIELA G. CALOE 25 1 A NEW GEOMETRICAL HYPOTHESIS FOR CLUSTERING AND
DISCRIMINANT ANALYSIS JEAN-PAUL RASSON, DIDIER JACQUEMIN, VINCENT
BERTHOLET 257 NEURAL NETWORK AND CLASSIFICATION CLUSTERING AND NEURAL
NETWORKS HANS-HERMANN BOCK 265 APPLICATION OF SELF-ORGANIZING MAPS TO
OUTLIER IDENTIFICATION AND ESTIMATION OF MISSING DATA MARIUSZ GRABOWSKI
279 NEURO-FUZZY CLASSIFICATION DETLEF NAUCK, ANDREAS NUERNBERGER, RUDOLF
KRUSE 287 SOFTWARE DEVELOPMENTS FOR CLASSIFICATION AND MULTIVARIATE DATA
ANALYSIS COMPUTATIONAL ENHANCEMENTS IN TREE-GROWING METHODS JAN KLASCHKA
, ROBERTO SICILIANO, JAROMIR ANTOCH 295 A NEW WAY TO BUILD OBLIQUE
DECISION TREES USING LINEAR PROGRAMMING GUY MICHEL, JEAN LUC
LAMBERT,BRUNO CREMILLEUX, MICHEL HENRY-AMAR.. 303 CLASSIFICATION AND
REGRESSION TREES SOFTWARE AND NEW DEVELOPMENTS FRANCESCO MOLA 311 XII
STABLE: A VISUAL ENVIRONMENT FOR THE STUDY OF MULTIVARIATE DATA ROGER W.
PAYNE, SIMON A. HARDING 319 PART III: FACTORIAL METHODS FACTORIAL
METHODS FOR MULTIVARIATE DATA SOME RECENT DEVELOPMENTS IN FACTOR
ANALYSIS AND THE SEARCH FOR PROPER COMMUNALITIES JOS M.F. TEN BERGE 325
BAYESIAN FACTOR ANALYSIS MODEL AND CHOOSING THE NUMBER OF FACTORS USING
A NEW INFORMATIONAL COMPLEXITY CRITERION HAMPARSUM BOZDOGAN, KAZUO
SHIGEMASU 335 NONLINEAR BIPLOTS FOR MULTIVARIATE NORMAL GROUPED
POPULATIONS M. CALVO, A. VILLARROYA, J.M. OLLER 343 DISCRETIZATION AS A
TOOL IN CLUSTER ANALYSIS ALICJACIOK 349 A ROBUST BIPLOT REPRESENTATION
OF TWO-WAY TABLES CHRISTOPHE CROUX, PETER FILZMOSER 355 GRAPHICAL FACTOR
ANALYSIS MODELS: SPECIFICATION AND MODEL COMPARISON PAOLO GIUDICI, ELENA
STANGHEILINI 363 GRAPHICAL ANALYSIS OF FULLY RANKED DATA SANG-TAE HAN,
JONGHOO CHOI 369 IMPROPER SOLUTIONS IN EXPLORATORY FACTOR ANALYSIS:
CAUSES AND TREATMENTS YUTAKA KANO 375 PART IV: SYMBOLIC AND TEXTUAL DATA
ANALYSIS SYMBOLIC DATA ANALYSIS SYMBOLIC CLUSTERING OF PROBABILISTIC
DATA PAULA BRITO 385 STATISTICAL PROXIMITY FUNCTIONS OF BOOLEAN SYMBOLIC
OBJECTS BASED ON HISTOGRAMS FRANCISCO DE A.T. DE CARVALHO, RENATAM.CR.
DE SOUZA 391 VERTICES PRINCIPAL COMPONENTS ANALYSIS WITH AN IMPROVED
FACTORIAL REPRESENTATION A.CHOUAKRIA, E. DIDAY, P. CAZES 39 7 ON THE
COMPLEXITY OF COMPUTATION WITH SYMBOLIC OBJECTS USING DOMAIN KNOWLEDGE
MARC CSERNEL 403 XIII SYMBOLIC DATA ANALYSIS: A MATHEMATICAL FRAMEWORK
AND TOOL FOR DATA MINING EDWIN DIDAY 409 SYMBOLIC KERNEL DISCRIMINANT
ANALYSIS SANDRINE LISSOIR, JEAN PAUL RASSON 417 DECISION TREES AND
UNCERTAIN INFERENCE EMMANUEL PERINEL 425 INTERPRETATION AND REDUCTION OF
GALOIS LATTICES OF COMPLEX DATA G.POLAILLON 433 PROXIMITY FUNCTION FOR
CLUSTERING OF SOFTWARE OBJECTS PETKO VALTCHEV 441 TEXT ANALYSIS TEXTUAL
DATA ANALYSIS FOR OPEN-QUESTIONS IN REPEATED SURVEYS SIMONA BALBI 449
THREE-WAY TEXTUAL DATA ANALYSIS MOENICA BECUE-BERTAUT 457 CLASSIFICATION
PROBLEMS IN TEXT ANALYSIS AND INFORMATION RETRIEVAL LUDOVIC LEBART 465
TEXT MINING - KNOWLEDGE EXTRACTION FROM UNSTRUCTURED TEXTUAL DATA MARTIN
RAJMAN, ROMARIC BESANGON 473 PART V: MULTIVARIATE AND MULTIDIMENSIONAL
DATA ANALYSIS PROXIMITY ANALYSIS AND MULTIDIMENSIONAL SCALING A GENERAL
FORMULATION OF MULTIDIMENSIONAL UNFOLDING MODELS INVOLVING THE LATITUDE
OF ACCEPTANCE GUANZHONG LUO 483 THE DATA THEORY SCALING SYSTEM
JACQUELINE J. MEULMAN, LAWRENCE J.HUBERT, WILLEM J. HEISER 489 A NOTE ON
IDENTIFICATION AND SIMILARITY MODELS HISAO MIYANO 497 GENERALIZED
DISTANCE MEASURES FOR ASYMMETRIE MULTIVARIATE DISTRIBUTIONS MARCO RIANI,
SERGIO ZANI 503 OBTAINING DISPARITIES AS SLOPES OF GREATEST MINORANT
CONVEX TERESA RIVAS MOYA 509 MULTIVARIATE DATA ANALYSIS NON-PARAMETRIC
REGRESSION MODELS FOR THE CONJOINT ANALYSIS OF QUALITATIVE AND
QUANTITATIVE DATA SIMONE BORRA, AGOSTINO DI CIACCIO 517 XIV LOCAL
MULTIVARIATE ANALYSIS PIERRE- ANDRE CORNILLON, ROBERT SABOTIER 525
NON-PARAMETRIC REGRESSION AND NON-LINEAR DATA ANALYSIS: AN OVERVIEW L.
D AMBRA, R. LOMBARDO, G. TESSITORE 531 MULTIVARIATE LI MEAN YADOLAH
DODGE, VALENTIN ROUSSON 539 SIMPLE AND MULTIPLE REGRESSION SPLINES WITH
BOUNDED OPTIMAL KNOTS JEAN-FRANQOIS DURAND, NICOLAS MOLINARI, ROBERT
SABATIER 547 NON-LINEAR DATA ANALYSIS INTERPRETATION OF A
CROSS-CLASSIFICATION: A NEW METHOD AND AN APPLICATION SERGIO CAMIZ,
JEAN-JACQUES DENIMAL 555 BIDIMENSIONAL KAIMAN FILTER AND ITERATED
CONDITIONAL MODES LUIGI IPPOLITI, LUCA ROMAGNOLI 561 AN ITERATIVE
REWEIGHTING PROCEDURE TO ROBUSTIFY PROJECTION PURSUIT REGRESSION
ANNALISA LAGHI 567 STATISTICAL MULTIVARIATE TECHNIQUES FOR THE STOCK
LOCATION ASSIGNMENT PROBLEM ANGELO M. MINEO, ANTONELLA PLAIA 573 A
BAYESIAN APPROACH TO THE ANALYSIS OF SPATIAL TIME SERIES STEFANO F.
TONELLATO 579 MULTIWAY DATA ANALYSIS DISSIMILARITIES BETWEEN
TRAJECTORIES OF A THREE-WAY LONGITUDINAL DATA SET PIERPAOLO D URSO,
MAURIZIO VICHI 585 AN OVERVIEW OF THREE-WAY ANALYSIS AND SOME RECENT
DEVELOPMENTS HENK A.L. KIERS 593 STUDYING THE DIFFUSION OF THREE-MODE
ANALYSIS IN CHEMISTRY: DESIGN CONSIDERATIONS PIETER M. KROONENBERG, 603
SELECTION OF CLASSIFICATION MODELS USING DATA ENVELOPMENT ANALYSIS G.
NAKHAEIZADEH, C. C. TAYLOR 613 TESTS FOR THE RANK OF MATRICES OF
HILBERT-SCHMIDT PRODUCTS MANUELA M. OLIVEIRA, JOAO T. MEXIA 619
APPLICATION OF THREE-WAY DATA CLUSTERING TO ANALYSIS OF LYMPHOCYTE
SUBSET NUMBERS IN JAPANESE HEMOPHILIACS INFECTED WITH HIV-1 SHINOBU
TATSUNAMI, RIE KUWABARA, NAGASUMI YAGO, JUN-ICHI MIMAYA, KANEO YAMADA,
MIKA SATO, YOSIHARU SATO 627 XV PART VI: CASE STUDIES APPLIED
CLASSIFICATION AND DATA ANALYSIS ON AN ERROR DETECTING ALGORITHM ON
TEXTUAL DATA FILES ANTONIO BELLACICCO, CAMILLO DE VECCHIS 635 HIERARCHY
TECHNIQUES OF MULTIDIMENSIONAL DATA ANALYSIS (MDA) IN SOCIAL MEDICINE
RESEARCH SABINA POPESCU-SPINENI 641 CLASSIFICATION AND DECISION MAKING
IN FORENSIC SCIENCES: THE SPEAKER IDENTIFICATION PROBLEM CARLA ROSSI 647
ORDINAL VARIABLES IN THE SEGMENTATION OF ADVERTISEMENT RECEIVERS MAREK
WALESIAK, JOEZEF DZIECHCIARZ, ANDRZEJ BAK 655 SOME EXPERIMENTAL TRIAL OF
ELECTRONIC SURVEYS ON THE INTERNET ENVIRONMENTS OSAMU YOSHIMURA, NOBORU
OHSUMI, YASUYUKI KAWAURA, NAOMASA MARUYAMA, SHIN-ICHI YANAGIMOTO, YORIKO
AENRAKU, MARIKO MURATA 663 CONTRIBUTORS INDEX 669 KEY WORDS INDEX 673
CONFERENCE COMMITTEE 679 LIST OF REVIEWERS 681
|
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| bvnumber | BV012015939 |
| callnumber-first | Q - Science |
| callnumber-label | QA278 |
| callnumber-raw | QA278 |
| callnumber-search | QA278 |
| callnumber-sort | QA 3278 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 234 SD 1998 |
| ctrlnum | (OCoLC)39391278 (DE-599)BVBBV012015939 |
| dewey-full | 519.5/3 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/3 |
| dewey-search | 519.5/3 |
| dewey-sort | 3519.5 13 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Book |
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| genre | (DE-588)1071861417 Konferenzschrift 1998 Rom gnd-content |
| genre_facet | Konferenzschrift 1998 Rom |
| id | DE-604.BV012015939 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:20:15Z |
| institution | BVB |
| institution_GND | (DE-588)291006-8 |
| isbn | 3540646418 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008132690 |
| oclc_num | 39391278 |
| open_access_boolean | |
| owner | DE-824 DE-473 DE-BY-UBG DE-384 |
| owner_facet | DE-824 DE-473 DE-BY-UBG DE-384 |
| physical | XV, 677 S. graph. Darst., Kt. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Springer |
| record_format | marc |
| series2 | Studies in classification, data analysis, and knowledge organisation |
| spelling | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 Alfredo Rizzi ... (ed.) Berlin u.a. Springer 1998 XV, 677 S. graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Studies in classification, data analysis, and knowledge organisation Literaturangaben Classificatie gtt Classification automatique (statistique) ram Data-analyse gtt Perception des structures ram analyse donnée inriac analyse factorielle inriac analyse multidimensionnelle inriac analyse plurivalente inriac classification inriac Cluster analysis Congresses Pattern perception Congresses Datenanalyse (DE-588)4123037-1 gnd rswk-swf Klassifikation (DE-588)4030958-7 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1998 Rom gnd-content Klassifikation (DE-588)4030958-7 s DE-604 Datenanalyse (DE-588)4123037-1 s Rizzi, Alfredo 1933- Sonstige (DE-588)120236737 oth International Federation of Classification Societies Sonstige (DE-588)291006-8 oth GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008132690&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 Classificatie gtt Classification automatique (statistique) ram Data-analyse gtt Perception des structures ram analyse donnée inriac analyse factorielle inriac analyse multidimensionnelle inriac analyse plurivalente inriac classification inriac Cluster analysis Congresses Pattern perception Congresses Datenanalyse (DE-588)4123037-1 gnd Klassifikation (DE-588)4030958-7 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4030958-7 (DE-588)1071861417 |
| title | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 |
| title_auth | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 |
| title_exact_search | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 |
| title_full | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 Alfredo Rizzi ... (ed.) |
| title_fullStr | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 Alfredo Rizzi ... (ed.) |
| title_full_unstemmed | Advances in data science and classification proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 Alfredo Rizzi ... (ed.) |
| title_short | Advances in data science and classification |
| title_sort | advances in data science and classification proceedings of the 6th conference of the international federation of classification societies ifcs 98 universita la sapienza rome 21 24 july 1998 |
| title_sub | proceedings of the 6th Conference of the International Federation of Classification Societies (IFCS-98), Università "La Sapienza", Rome, 21 - 24 July, 1998 |
| topic | Classificatie gtt Classification automatique (statistique) ram Data-analyse gtt Perception des structures ram analyse donnée inriac analyse factorielle inriac analyse multidimensionnelle inriac analyse plurivalente inriac classification inriac Cluster analysis Congresses Pattern perception Congresses Datenanalyse (DE-588)4123037-1 gnd Klassifikation (DE-588)4030958-7 gnd |
| topic_facet | Classificatie Classification automatique (statistique) Data-analyse Perception des structures analyse donnée analyse factorielle analyse multidimensionnelle analyse plurivalente classification Cluster analysis Congresses Pattern perception Congresses Datenanalyse Klassifikation Konferenzschrift 1998 Rom |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008132690&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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