Verfügbarkeit: Selected contributions in data analysis and classification

Selected contributions in data analysis and classification:

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Bibliographische Detailangaben
Weitere Verfasser:	Brito, Paula (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Berlin Springer Berlin 2007
Ausgabe:	1. Ed.
Schriftenreihe:	Studies in Classification, Data Analysis and Knowledge Organization
Schlagworte:	Klassifikation Datenanalyse Aufsatzsammlung
Online-Zugang:	BTU01 TUM01 UBA01 UBR01 UBT01 UPA01 Volltext Inhaltsverzeichnis
Beschreibung:	1 Online-Ressource (XIII, 627 S.)
ISBN:	9783540735601
DOI:	10.1007/978-3-540-73560-1

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adam_text	CONTENTS PART I. ANALYSIS OF SYMBOLIC DATA DEPENDENCIESANDVARIATIONCOMPONENTSOFSYMBOLICINTERVAL VALUED DATA .................................................. 3 LYNNE BILLARD ON THE ANALYSIS OF SYMBOLIC DATA ............................ 13 PAULA BRITO SYMBOLIC ANALYSIS TO LEARN EVOLVING CYBERTRAFFIC ............ 23 COSTANTINA CARUSO, DONATO MALERBA A CLUSTERING ALGORITHM FOR SYMBOLIC INTERVAL DATA BASED ON A SINGLE ADAPTIVE HAUSDORFF DISTANCE ......................... 35 FR AN CI S C ODEA . T.DECAR VAL HO AN AGGLOMERATIVE HIERARCHICAL CLUSTERING ALGORITHM FOR IMPROVING SYMBOLIC OBJECT RETRIEVAL ......................... 45 FLORIANA ESPOSITO, CLAUDIA D AMATO 3WAYSYM-SCAL : THREE-WAY SYMBOLIC MULTIDIMENSIONAL SCALING 55 PATRICK J.F. GROENEN, SUZANNE WINSBERG CLUSTERING AND VALIDATION OF INTERVAL DATA .................... 69 ANDR´E HARDY, JOFFRAY BAUNE BUILDING SYMBOLIC OBJECTS FROM DATA STREAMS ................ 83 GEORGES H´EBRAIL, YVES LECHEVALLIER FEATURE CLUSTERING METHOD TO DETECT MONOTONIC CHAIN STRUCTURES IN SYMBOLIC DATA .................................. 95 MANABU ICHINO SYMBOLIC MARKOV CHAINS ..................................... 103 MONIQUE NOIRHOMME-FRAITURE, ETIENNE CUVELIER QUALITY ISSUES IN SYMBOLIC DATA ANALYSIS ..................... 113 HARALAMBOS PAPAGEORGIOU, MARIA VARDAKI DYNAMIC CLUSTERING OF HISTOGRAM DATA: USING THE RIGHT METRIC ........................................................ 123 ROSANNA VERDE, ANTONIO IRPINO XC O N T E N T S PART II. CLUSTERING METHODS BEYOND THE PYRAMIDS: RIGID CLUSTERING SYSTEMS .............. 137 JEAN-PIERRE BARTH´ELEMY, GENTIAN GUSHO, CHRISTOPHE OSSWALD INDIRECT BLOCKMODELING OF 3-WAY NETWORKS ................... 151 VLADIMIR BATAGELJ, ANUYYSKA FERLIGOJ, PATRICK DOREIAN CLUSTERING METHODS: A HISTORY OF K -MEANS ALGORITHMS ....... 161 HANS-HERMANN BOCK OVERLAPPING CLUSTERING IN A GRAPH USING K -MEANS AND APPLICATION TO PROTEIN INTERACTIONS NETWORKS ................. 173 IR`ENE CHARON, LUCILE DENYYUD, OLIVIER HUDRY SPECIES CLUSTERING VIA CLASSICAL AND INTERVAL DATA REPRESENTATION ............................................... 183 MARIE CHAVENT LOOKING FOR HIGH DENSITY ZONES IN A GRAPH .................. 193 TRISTAN COLOMBO, ALAIN GU´ENOCHE BLOCK BERNOULLI PARSIMONIOUS CLUSTERING MODELS ............. 203 G´ERARD GOVAERT, MOHAMED NADIF CLUSTER ANALYSIS BASED ON POSETS ............................. 213 MELVIN F. JANOWITZ HYBRID K -MEANS: COMBINING REGRESSION-WISE AND CENTROID BASED CRITERIA FOR QSAR ..................................... 225 ROBERT STANFORTH, EVGUENI KOLOSSOV, BORIS MIRKIN PARTITIONING BY PARTICLE SWARM OPTIMIZATION ................. 235 JAVIER TREJOS-ZELAYA, MARIO VILLALOBOS-ARIAS PART III. CONCEPTUAL ANALYSIS OF DATA CONCEPTS OF A DISCRETE RANDOM VARIABLE ..................... 247 RICHARD EMILION MINING DESCRIPTION LOGICS CONCEPTS WITH RELATIONAL CONCEPT ANALYSIS ...................................................... 259 MARIANNE HUCHARD, AMEDEO NAPOLI, MOHAMED ROUANE HACENE, PETKO VALTCHEV CONTENTS XI REPRESENTATION OF CONCEPT DESCRIPTION BY MULTIVALUED TAXONOMIC PREORDONANCE VARIABLES ........................... 271 ISRA¨EL-C´ESAR LERMAN, PHILIPPE PETER RECENT ADVANCES IN CONCEPTUAL CLUSTERING: CLUSTER3 ...... 285 RYSZARD S. MICHALSKI , , WILLIAM D. SEEMAN SYMBOLIC DYNAMICS IN TEXT: APPLICATION TO AUTOMATED CONSTRUCTION OF CONCEPT HIERARCHIES .......................... 299 FIONN MURTAGH PART IV. CONSENSUS METHODS AVERAGE CONSENSUS AND INFINITE NORM CONSENSUS: TWO METHODS FOR ULTRAMETRIC TREES ............................... 309 GUY CUCUMEL CONSENSUS FROM FREQUENT GROUPINGS .......................... 317 BRUNO LECLERC CONSENSUS OF STAR TREE HYPERGRAPHS ......................... 325 FRED R. MCMORRIS, ROBERT C. POWERS PART V. DATA ANALYSIS, DATA MINING, AND KDD KNOWLEDGEMANAGEMENTINENVIRONMENTALSCIENCESWITH IKBS : APPLICATION TO SYSTEMATICS OF CORALS OF THE MASCARENE ARCHIPELAG ................................................... 333 NOEL CONRUYT, DAVID GROSSER UNSUPERVISEDLEARNINGINFORMATIONALLIMITINCASEOFSPARSELY DESCRIBED EXAMPLES .......................................... 345 JEAN-GABRIEL GANASCIA, JULIEN VELCIN DATA ANALYSIS AND OPERATIONS RESEARCH ...................... 357 WOLFGANG GAUL REDUCTION OF REDUNDANT RULES IN STATISTICAL IMPLICATIVE ANALYSIS ...................................................... 367 R´EGIS GRAS, PASCALE KUNTZ MINING PERSONAL BANKING DATA TO DETECT FRAUD .............. 377 DAVID J. HAND FINDING RULES IN DATA ........................................ 387 TU-BAO HO O XII CONTENTS MINING BIOLOGICAL DATA USING PYRAMIDS ...................... 397 G´ERALDINE POLAILLON, LAURE VESCOVO, MAGALI MICHAUT, JEAN-CHRISTOPHE AUDE ASSOCIATION RULES FOR CATEGORICAL AND TREE DATA .............. 409 HENRI RALAMBONDRAINY, JEAN DIATTA INDUCTION GRAPHS FOR DATA MINING ............................ 419 DJAMEL ABDELKADER ZIGHED PART VI. DISSIMILARITIES: STRUCTURES AND INDICES CLUSTERING OF MOLECULES: INFLUENCE OF THE SIMILARITY MEASURES . 433 SAMIA ACI, GILLES BISSON, SYLVAINE ROY, SAMUEL WIECZOREK GROUP AVERAGE REPRESENTATIONS IN EUCLIDEAN DISTANCE CONES . 445 CASPER J. ALBERS, FRANK CRITCHLEY, JOHN C. GOWER ON LOWER-MAXIMAL PAIRED-ULTRAMETRICS ...................... 455 PATRICE BERTRAND, FRAN¸COIS BRUCKER A NOTE ON THREE-WAY DISSIMILARITIES AND THEIR RELATIONSHIP WITH TWO-WAY DISSIMILARITIES ................................. 465 VICTOR CHEPOI, BERNARD FICHET ONE-TO-ONE CORRESPONDENCE BETWEEN INDEXED CLUSTER STRUCTURES AND WEAKLY INDEXED CLOSED CLUSTER STRUCTURES .... 477 JEAN DIATTA ADAPTIVE DISSIMILARITY INDEX FOR GENE EXPRESSION PROFILES CLASSIFICATION ................................................. 483 AHLAME DOUZAL CHOUAKRIA, ALPHA DIALLO, FRAN¸COISE GIROUD LOWER(ANTI-) ROBINSONRANKREPRESENTATIONSFORSYMMETRIC PROXIMITY MATRICES ........................................... 495 LAWRENCE J. HUBERT, HANS-FRIEDRICH K¨OHN DENSITY-BASED DISTANCES: A NEW APPROACH FOR EVALUATING PROXIMITIES BETWEEN OBJECTS. APPLICATIONS IN CLUSTERING AND DISCRIMINANT ANALYSIS ........................................ 505 JEAN-PAUL RASSON, FRAN¸COIS ROLAND ROBINSON CUBES .............................................. 515 MATTHIJS J. WARRENS, WILLEM J. HEISER CONTENTS XIII RELATIVE AND ABSOLUTE CONTRIBUTIONS TO AID STRATA INTERPRETATION ................................................ 527 M. CARMEN BRAVO, JOS´EM.GAR C ´ YYA-SANTESMASES CLASSIFICATION AND GENERALIZED PRINCIPAL COMPONENT ANALYSIS . 539 HENRI CAUSSINUS, ANNE RUIZ-GAZEN LOCALLY LINEAR REGRESSION AND THE CALIBRATION PROBLEM FOR MICRO-ARRAY ANALYSIS ......................................... 549 ANTONIO CIAMPI, BENJAMIN RICH, ALINA DYACHENKO, ISADORA ANTONIANO VILLALOBOS, CARL MURIE, ROBERT NADON SANSKRIT MANUSCRIPT COMPARISON FOR CRITICAL EDITION AND CLASSIFICATION ................................................. 557 MARC CSERNEL, PATRICE BERTRAND DIVIDED SWITZERLAND .......................................... 567 YADOLAH DODGE, G´ERARD GEISER, VALENTIN ROUSSON PREDICTION WITH CONFIDENCE ................................... 577 ALEXANDER GAMMERMAN WHICH BOOTSTRAP FOR PRINCIPAL AXES METHODS? ............... 581 LUDOVIC LEBART PCR AND PLS FOR CLUSTERWISE REGRESSION ON FUNCTIONAL DATA 589 CRISTIAN PREDA, GILBERT SAPORTA AN E WM E T HO DFO RR ANKI NG N STATISTICAL UNITS ............... 599 ALFREDO RIZZI ABOUT RELATIONAL CORRELATIONS ................................ 609 YVES SCHEKTMAN DYNAMIC FEATURES EXTRACTION IN SOYBEAN FUTURES MARKET OF CHINA ......................................................... 619 HUIWEN WANG, JIE MENG INDEX ......................................................... 629 PART VII. MULTIVARIATE STATISTICS
adam_txt	CONTENTS PART I. ANALYSIS OF SYMBOLIC DATA DEPENDENCIESANDVARIATIONCOMPONENTSOFSYMBOLICINTERVAL VALUED DATA . 3 LYNNE BILLARD ON THE ANALYSIS OF SYMBOLIC DATA . 13 PAULA BRITO SYMBOLIC ANALYSIS TO LEARN EVOLVING CYBERTRAFFIC . 23 COSTANTINA CARUSO, DONATO MALERBA A CLUSTERING ALGORITHM FOR SYMBOLIC INTERVAL DATA BASED ON A SINGLE ADAPTIVE HAUSDORFF DISTANCE . 35 FR AN CI S C ODEA . T.DECAR VAL HO AN AGGLOMERATIVE HIERARCHICAL CLUSTERING ALGORITHM FOR IMPROVING SYMBOLIC OBJECT RETRIEVAL . 45 FLORIANA ESPOSITO, CLAUDIA D'AMATO 3WAYSYM-SCAL : THREE-WAY SYMBOLIC MULTIDIMENSIONAL SCALING 55 PATRICK J.F. GROENEN, SUZANNE WINSBERG CLUSTERING AND VALIDATION OF INTERVAL DATA . 69 ANDR´E HARDY, JOFFRAY BAUNE BUILDING SYMBOLIC OBJECTS FROM DATA STREAMS . 83 GEORGES H´EBRAIL, YVES LECHEVALLIER FEATURE CLUSTERING METHOD TO DETECT MONOTONIC CHAIN STRUCTURES IN SYMBOLIC DATA . 95 MANABU ICHINO SYMBOLIC MARKOV CHAINS . 103 MONIQUE NOIRHOMME-FRAITURE, ETIENNE CUVELIER QUALITY ISSUES IN SYMBOLIC DATA ANALYSIS . 113 HARALAMBOS PAPAGEORGIOU, MARIA VARDAKI DYNAMIC CLUSTERING OF HISTOGRAM DATA: USING THE RIGHT METRIC . 123 ROSANNA VERDE, ANTONIO IRPINO XC O N T E N T S PART II. CLUSTERING METHODS BEYOND THE PYRAMIDS: RIGID CLUSTERING SYSTEMS . 137 JEAN-PIERRE BARTH´ELEMY, GENTIAN GUSHO, CHRISTOPHE OSSWALD INDIRECT BLOCKMODELING OF 3-WAY NETWORKS . 151 VLADIMIR BATAGELJ, ANUYYSKA FERLIGOJ, PATRICK DOREIAN CLUSTERING METHODS: A HISTORY OF K -MEANS ALGORITHMS . 161 HANS-HERMANN BOCK OVERLAPPING CLUSTERING IN A GRAPH USING K -MEANS AND APPLICATION TO PROTEIN INTERACTIONS NETWORKS . 173 IR`ENE CHARON, LUCILE DENYYUD, OLIVIER HUDRY SPECIES CLUSTERING VIA CLASSICAL AND INTERVAL DATA REPRESENTATION . 183 MARIE CHAVENT LOOKING FOR HIGH DENSITY ZONES IN A GRAPH . 193 TRISTAN COLOMBO, ALAIN GU´ENOCHE BLOCK BERNOULLI PARSIMONIOUS CLUSTERING MODELS . 203 G´ERARD GOVAERT, MOHAMED NADIF CLUSTER ANALYSIS BASED ON POSETS . 213 MELVIN F. JANOWITZ HYBRID K -MEANS: COMBINING REGRESSION-WISE AND CENTROID BASED CRITERIA FOR QSAR . 225 ROBERT STANFORTH, EVGUENI KOLOSSOV, BORIS MIRKIN PARTITIONING BY PARTICLE SWARM OPTIMIZATION . 235 JAVIER TREJOS-ZELAYA, MARIO VILLALOBOS-ARIAS PART III. CONCEPTUAL ANALYSIS OF DATA CONCEPTS OF A DISCRETE RANDOM VARIABLE . 247 RICHARD EMILION MINING DESCRIPTION LOGICS CONCEPTS WITH RELATIONAL CONCEPT ANALYSIS . 259 MARIANNE HUCHARD, AMEDEO NAPOLI, MOHAMED ROUANE HACENE, PETKO VALTCHEV CONTENTS XI REPRESENTATION OF CONCEPT DESCRIPTION BY MULTIVALUED TAXONOMIC PREORDONANCE VARIABLES . 271 ISRA¨EL-C´ESAR LERMAN, PHILIPPE PETER RECENT ADVANCES IN CONCEPTUAL CLUSTERING: CLUSTER3 . 285 RYSZARD S. MICHALSKI , , WILLIAM D. SEEMAN SYMBOLIC DYNAMICS IN TEXT: APPLICATION TO AUTOMATED CONSTRUCTION OF CONCEPT HIERARCHIES . 299 FIONN MURTAGH PART IV. CONSENSUS METHODS AVERAGE CONSENSUS AND INFINITE NORM CONSENSUS: TWO METHODS FOR ULTRAMETRIC TREES . 309 GUY CUCUMEL CONSENSUS FROM FREQUENT GROUPINGS . 317 BRUNO LECLERC CONSENSUS OF STAR TREE HYPERGRAPHS . 325 FRED R. MCMORRIS, ROBERT C. POWERS PART V. DATA ANALYSIS, DATA MINING, AND KDD KNOWLEDGEMANAGEMENTINENVIRONMENTALSCIENCESWITH IKBS : APPLICATION TO SYSTEMATICS OF CORALS OF THE MASCARENE ARCHIPELAG . 333 NOEL CONRUYT, DAVID GROSSER UNSUPERVISEDLEARNINGINFORMATIONALLIMITINCASEOFSPARSELY DESCRIBED EXAMPLES . 345 JEAN-GABRIEL GANASCIA, JULIEN VELCIN DATA ANALYSIS AND OPERATIONS RESEARCH . 357 WOLFGANG GAUL REDUCTION OF REDUNDANT RULES IN STATISTICAL IMPLICATIVE ANALYSIS . 367 R´EGIS GRAS, PASCALE KUNTZ MINING PERSONAL BANKING DATA TO DETECT FRAUD . 377 DAVID J. HAND FINDING RULES IN DATA . 387 TU-BAO HO O XII CONTENTS MINING BIOLOGICAL DATA USING PYRAMIDS . 397 G´ERALDINE POLAILLON, LAURE VESCOVO, MAGALI MICHAUT, JEAN-CHRISTOPHE AUDE ASSOCIATION RULES FOR CATEGORICAL AND TREE DATA . 409 HENRI RALAMBONDRAINY, JEAN DIATTA INDUCTION GRAPHS FOR DATA MINING . 419 DJAMEL ABDELKADER ZIGHED PART VI. DISSIMILARITIES: STRUCTURES AND INDICES CLUSTERING OF MOLECULES: INFLUENCE OF THE SIMILARITY MEASURES . 433 SAMIA ACI, GILLES BISSON, SYLVAINE ROY, SAMUEL WIECZOREK GROUP AVERAGE REPRESENTATIONS IN EUCLIDEAN DISTANCE CONES . 445 CASPER J. ALBERS, FRANK CRITCHLEY, JOHN C. GOWER ON LOWER-MAXIMAL PAIRED-ULTRAMETRICS . 455 PATRICE BERTRAND, FRAN¸COIS BRUCKER A NOTE ON THREE-WAY DISSIMILARITIES AND THEIR RELATIONSHIP WITH TWO-WAY DISSIMILARITIES . 465 VICTOR CHEPOI, BERNARD FICHET ONE-TO-ONE CORRESPONDENCE BETWEEN INDEXED CLUSTER STRUCTURES AND WEAKLY INDEXED CLOSED CLUSTER STRUCTURES . 477 JEAN DIATTA ADAPTIVE DISSIMILARITY INDEX FOR GENE EXPRESSION PROFILES CLASSIFICATION . 483 AHLAME DOUZAL CHOUAKRIA, ALPHA DIALLO, FRAN¸COISE GIROUD LOWER(ANTI-) ROBINSONRANKREPRESENTATIONSFORSYMMETRIC PROXIMITY MATRICES . 495 LAWRENCE J. HUBERT, HANS-FRIEDRICH K¨OHN DENSITY-BASED DISTANCES: A NEW APPROACH FOR EVALUATING PROXIMITIES BETWEEN OBJECTS. APPLICATIONS IN CLUSTERING AND DISCRIMINANT ANALYSIS . 505 JEAN-PAUL RASSON, FRAN¸COIS ROLAND ROBINSON CUBES . 515 MATTHIJS J. WARRENS, WILLEM J. HEISER CONTENTS XIII RELATIVE AND ABSOLUTE CONTRIBUTIONS TO AID STRATA INTERPRETATION . 527 M. CARMEN BRAVO, JOS´EM.GAR C ´ YYA-SANTESMASES CLASSIFICATION AND GENERALIZED PRINCIPAL COMPONENT ANALYSIS . 539 HENRI CAUSSINUS, ANNE RUIZ-GAZEN LOCALLY LINEAR REGRESSION AND THE CALIBRATION PROBLEM FOR MICRO-ARRAY ANALYSIS . 549 ANTONIO CIAMPI, BENJAMIN RICH, ALINA DYACHENKO, ISADORA ANTONIANO VILLALOBOS, CARL MURIE, ROBERT NADON SANSKRIT MANUSCRIPT COMPARISON FOR CRITICAL EDITION AND CLASSIFICATION . 557 MARC CSERNEL, PATRICE BERTRAND DIVIDED SWITZERLAND . 567 YADOLAH DODGE, G´ERARD GEISER, VALENTIN ROUSSON PREDICTION WITH CONFIDENCE . 577 ALEXANDER GAMMERMAN WHICH BOOTSTRAP FOR PRINCIPAL AXES METHODS? . 581 LUDOVIC LEBART PCR AND PLS FOR CLUSTERWISE REGRESSION ON FUNCTIONAL DATA 589 CRISTIAN PREDA, GILBERT SAPORTA AN E WM E T HO DFO RR ANKI NG N STATISTICAL UNITS . 599 ALFREDO RIZZI ABOUT RELATIONAL CORRELATIONS . 609 YVES SCHEKTMAN DYNAMIC FEATURES EXTRACTION IN SOYBEAN FUTURES MARKET OF CHINA . 619 HUIWEN WANG, JIE MENG INDEX . 629 PART VII. MULTIVARIATE STATISTICS
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series2	Studies in Classification, Data Analysis and Knowledge Organization
spelling	Selected contributions in data analysis and classification Paula Brito ... ed. 1. Ed. Berlin Springer Berlin 2007 1 Online-Ressource (XIII, 627 S.) txt rdacontent c rdamedia cr rdacarrier Studies in Classification, Data Analysis and Knowledge Organization Klassifikation (DE-588)4030958-7 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Klassifikation (DE-588)4030958-7 s DE-604 Datenanalyse (DE-588)4123037-1 s Brito, Paula edt Erscheint auch als Druck-Ausgabe, Paperback 978-3-540-73558-8 https://doi.org/10.1007/978-3-540-73560-1 Verlag Volltext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015993077&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Selected contributions in data analysis and classification Klassifikation (DE-588)4030958-7 gnd Datenanalyse (DE-588)4123037-1 gnd
subject_GND	(DE-588)4030958-7 (DE-588)4123037-1 (DE-588)4143413-4
title	Selected contributions in data analysis and classification
title_auth	Selected contributions in data analysis and classification
title_exact_search	Selected contributions in data analysis and classification
title_exact_search_txtP	Selected contributions in data analysis and classification
title_full	Selected contributions in data analysis and classification Paula Brito ... ed.
title_fullStr	Selected contributions in data analysis and classification Paula Brito ... ed.
title_full_unstemmed	Selected contributions in data analysis and classification Paula Brito ... ed.
title_short	Selected contributions in data analysis and classification
title_sort	selected contributions in data analysis and classification
topic	Klassifikation (DE-588)4030958-7 gnd Datenanalyse (DE-588)4123037-1 gnd
topic_facet	Klassifikation Datenanalyse Aufsatzsammlung
url	https://doi.org/10.1007/978-3-540-73560-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015993077&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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