Data science, learning by latent structures, and knowledge discovery
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| Schriftenreihe: | Studies in classification, data analysis and knowledge organization
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Datensatz im Suchindex
| _version_ | 1819691173090951168 |
|---|---|
| adam_text | CONTENTS
PART I INVITED PAPERS
MODERNISING OFFICIAL STATISTICS: A COMPLEX CHALLENGE 3
AUGUST GOTZFRIED
A NEW SUPERVISED CLASSIFICATION OF CREDIT APPROVAL DATA VIA
THE HYBRIDIZED RBF NEURAL NETWORK MODEL USING INFORMATION
COMPLEXITY 13
OGUZ AKBILGIC AND HAMPARSUM BOZDOGAN
FINDING THE NUMBER OF DISPARATE CLUSTERS WITH BACKGROUND
CONTAMINATION 29
ANTHONY C. ATKINSON, ANDREA CERIOLI, GIANLUCA MORELLI, AND
MARCO RIANI
CLUSTERING OF SOLAR IRRADIANCE 43
MILOUD BESSAFI, FRANCISCO DE A.T. DE CARVALHO, PHILIPPE CHARTON,
MATHIEU DELSAUT, THIERRY DESPEYROUX, PATRICK JEANTY, JEAN
DANIEL LAN-SUN-LUK, YVES LECHEVALLIER, HENRI RALAMBONDRAINY,
AND LIONEL TROVALET
PART II DATA SCIENCE AND CLUSTERING
FACTOR ANALYSIS OF LOCAL FORMALISM 57
FRANCIS BAVAUD AND CHRISTELLE COCCO
RECENT PROGRESS IN COMPLEX NETWORK ANALYSIS: MODELS OF
RANDOM INTERSECTION GRAPHS 69
MINDAUGAS BLOZNELIS, ERHARD GODEHARDT, JERZY JAWORSKI,
VALENTAS KURAUSKAS, AND KATARZYNA RYBARCZYK
XI
HTTP://D-NB.INFO/1057799017
XII CONTENTS
RECENT PROGRESS IN COMPLEX NETWORK ANALYSIS: PROPERTIES OF
RANDOM INTERSECTION GRAPHS 79
MINDAUGAS BLOZNELIS, ERHARD
GODEHARDT, JERZY JAWORSKI,
VALENTAS KURAUSKAS, AND KATARZYNA RYBARCZYK
SIMILARITY MEASURES OF CONCEPT LATTICES 89
FLORENT DOMENACH
FLOW-BASED DISSIMILARITIES: SHORTEST PATH, COMMUTE TIME,
MAX-FLOW AND FREE ENERGY 101
GUILLAUME GUEX AND FRANCIS BAVAUD
RESAMPLING TECHNIQUES IN CLUSTER ANALYSIS: IS SUBSAMPLING
BETTER THAN BOOTSTRAPPING? 113
HANS-JOACHIM MUCHA AND HANS-GEORG BATTEL
ON-LINE CLUSTERING OF FUNCTIONAL BOXPLOTS FOR MONITORING
MULTIPLE STREAMING TIME SERIES 123
ELVIRA ROMANO AND ANTONIO BALZANELLA
SMOOTH TESTS OF FIT FOR GAUSSIAN MIXTURES 133
THOMAS SUESSE, JOHN RAYNER, AND OLIVIER THAS
PART III MACHINE LEARNING AND KNOWLEDGE DISCOVERY
P2P RVM FOR DISTRIBUTED CLASSIFICATION 145
MUHAMMAD UMER KHAN, ALEXANDRAS NANOPOULOS, AND LARS
SCHMIDT-THIEME
SELECTING A MULTI-LABEL CLASSIFICATION METHOD FOR AN
INTERACTIVE SYSTEM 157
NOUREDDINE-YASSINE NAIR-BENREKIA, PASCALE KUNTZ, AND FRANK
MEYER
VISUAL ANALYSIS OF TOPICS IN TWITTER BASED ON CO-EVOLUTION OF TERMS 169
LAMBERT PEPIN, JULIEN BLANCHARD, FABRICE GUILLET, PASCALE KUNTZ,
AND PHILIPPE SUIGNARD
INCREMENTAL WEIGHTED NAIVE BAYS CLASSIFIERS FOR DATA STREAM 179
CHRISTOPHE SALPERWYCK, VINCENT LEMAIRE, AND CARINE HUE
SVM ENSEMBLES ARE BETTER WHEN DIFFERENT KERNEL TYPES
ARE COMBINED 191
JORG STORK, RICARDO RAMOS, PATRICK KOCH, AND WOLFGANG KONEN
CONTENTS XIII
PART IV DATA ANALYSIS IN MARKETING
RATINGS-/RANKINGS-BASED VERSUS CHOICE-BASED CONJOINT
ANALYSIS FOR PREDICTING CHOICES 205
DANIEL BAIER, MARCIN PELKA, ANETA RYBICKA, AND STEFANIE SCHREIBER
A STATISTICAL SOFTWARE PACKAGE FOR IMAGE DATA ANALYSIS IN MARKETING....
217
THOMAS BOTTCHER, DANIEL BAIER, AND ROBERT NAUNDORF
THE BASS MODEL AS INTEGRATIVE DIFFUSION MODEL: A COMPARISON
OF PARAMETER INFLUENCES 229
MICHAEL BRUSCH, SEBASTIAN FISCHER, AND STEPHAN SZUPPA
PREFERENCE MEASUREMENT IN COMPLEX PRODUCT DEVELOPMENT: A
COMPARISON OF TWO-STAGED SEM APPROACHES 239
JORGEN EIMECKE AND DANIEL BAIER
COMBINATION OF DISTANCES AND IMAGE FEATURES FOR CLUSTERING
IMAGE DATA BASES 251
SARAH FROST AND DANIEL BAIER
A GAME THEORETIC PRODUCT DESIGN APPROACH CONSIDERING
STOCHASTIC PARTWORTH FUNCTIONS 261
DANIEL KRAUSCHE AND DANIEL BAIER
KEY SUCCESS-DETERMINANTS OF CROWDFUNDED PROJECTS: AN
EXPLORATORY ANALYSIS 271
THOMAS MULLERLEILE AND DIETER WILLIAM JOENSSEN
PREFERENCES INTERDEPENDENCE AMONG FAMILY MEMBERS: CASE
III/APIM APPROACH 283
ADAM SAGAN
PART V DATA ANALYSIS IN BIOSTATISTICS AND BIOINFORMATICS
EVALUATION OF CELL LINE SUITABILITY FOR DISEASE SPECIFIC
PERTURBATION EXPERIMENTS 297
MARIA BIRYUKOV, PAUL ANTONY, ABHIMANYU KRISHNA, PATRICK MAY,
AND CHRISTOPHE TREFOIS
EFFECT OF HUNDREDS SEQUENCED GENOMES ON THE CLASSIFICATION
OF HUMAN PAPILLOMAVIRUSES 309
BRUNO DAIGLE, VLADIMIR MAKARENKOV, AND ABDOULAYE BANIRE
DIALLO
DONOR LIMITED HOT DECK IMPUTATION: A CONSTRAINED
OPTIMIZATION PROBLEM 319
DIETER WILLIAM JOENSSEN
XIV CONTENTS
ENSEMBLES OF REPRESENTATIVE PROTOTYPE SETS FOR CLASSIFICATION
AND DATA SET ANALYSIS 329
CHRISTOPH MUSSEL, LUDWIG LAUSSER, AND HANS A. KESTLER
EVENT PREDICTION IN PHARYNGEAL HIGH-RESOLUTION MANOMETRY 341
NICOLAS SCHILLING, ANDRE BUSCHE, SIMONE MILLER, MICHAEL
JUNGHEIM, MARTIN PTOK, AND LARS SCHMIDT-THIEME
EDGE SELECTION IN A NOISY GRAPH BY CONCEPT ANALYSIS:
APPLICATION TO A GENOMIC NETWORK 353
VALENTIN WUCHER, DENIS TAGU, AND JACQUES NICOLAS
PART VI DATA ANALYSIS IN EDUCATION AND PSYCHOLOGY
LINEAR MODELLING OF DIFFERENCES IN TEACHER JUDGMENT
FORMATION OF SCHOOL TRACKING RECOMMENDATIONS 367
THOMAS HORSTERMANN AND SABINE KROLAK-SCHWERDT
PSYCHOMETRIC CHALLENGES IN MODELING SCIENTIFIC
PROBLEM-SOLVING COMPETENCY: AN ITEM RESPONSE
THEORY APPROACH
RONNY SCHERER
THE LUXEMBOURG TEACHER DATABANK
1845-1939.
ACADEMIC
RESEARCH INTO THE SOCIAL HISTORY OF THE LUXEMBOURG PRIMARY
SCHOOL TEACHING STAFF
PETER VOSS AND ETIENNE LE BIHAN
PART VII DATA ANALYSIS IN MUSICOLOGY
CORRESPONDENCE ANALYSIS, CROSS-AUTOCORRELATION AND
CLUSTERING IN POLYPHONIC MUSIC 401
CHRISTELLE COCCO AND FRANCOIS BAVAUD
IMPACT OF FRAME SIZE AND INSTRUMENTATION ON CHROMA-BASED
AUTOMATIC CHORD RECOGNITION 411
DANIEL STOLLER, MATTHIAS MAUCH, IGOR VATOLKIN, AND CLAUS WEIHS
INTERPRETABLE MUSIC CATEGORISATION BASED ON FUZZY RULES AND
HIGH-LEVEL AUDIO FEATURES 423
IGOR VATOLKIN AND GIINTER RUDOLPH
PART V111 DATA ANALYSIS IN COMMUNICATION AND TECHNOLOGY
WHAT IS IN A LIKE? PREFERENCE AGGREGATION ON THE SOCIAL WEB 435
ADRIAN GIURCA, DANIEL BAIER, AND INGO SCHMITT
379
389
CONTENTS XV
PREDICTING MICRO-LEVEL BEHAVIOR IN ONLINE COMMUNITIES FOR
RISK MANAGEMENT 445
PHILIPPA A. HISCOCK, ATHANASSIOS N. AVRAMIDIS, AND JORG FLIEGE
HUMAN PERFORMANCE PROFILING WHILE DRIVING
A SIDESTICK-CONTROLLED CAR 455
LJUBO MERCEP, GEMOT SPIEGELBERG, AND ALOIS KNOLL
MULTIVARIATE LANDING PAGE OPTIMIZATION USING HIERARCHICAL
BAYES CHOICE-BASED CONJOINT 465
STEFANIE SCHREIBER AND DANIEL BAIER
DISTANCE BASED FEATURE CONSTRUCTION IN A SETTING OF ASTRONOMY 475
TOBIAS VOIGT AND ROLAND FRIED
PART IX DATA ANALYSIS IN ADMINISTRATION AND SPATIAL
PLANNING
HOUGH TRANSFORM AND KIRCHHOFF MIGRATION FOR SUPERVISED
GPR DATA ANALYSIS 489
ANDRE BUSCHE, DANIEL SEYFRIED, AND LARS SCHMIDT-THIEME
APPLICATION OF HEDONIC METHODS IN MODELLING REAL ESTATE
PRICES IN POLAND 501
ANNA KR61
SMART GROWTH PATH AS THE BASIS FOR THE EUROPEAN UNION
COUNTRIES TYPOLOGY 513
ELZBIETA SOBCZAK AND BEATA BAL-DOMANSKA
THE INFLUENCE OF UPPER LEVEL NUTS ON LOWER LEVEL
CLASSIFICATION OF EU REGIONS 525
ANDRZEJ SOKOLOWSKI, MALGORZATA MARKOWSKA, DANUTA STRAHL,
AND MAREK SOBOLEWSKI
PART X DATA ANALYSIS IN LIBRARY SCIENCE
MULTILINGUAL SUBJECT RETRIEVAL: BIBLIOTHECA ALEXANDRINA S
SUBJECT AUTHORITY FILE AND LINKED SUBJECT DATA 535
MAGDA EL-SHERBINI
THE VUFIND BASED MT-KATALOG : A CUSTOMIZED MUSIC
LIBRARY SERVICE AT THE UNIVERSITY OF MUSIC AND DRAMA LEIPZIG 547
ANKE HOFMANN AND BARBARA WIERMANN
INDEX 557
|
| any_adam_object | 1 |
| author2 | Lausen, Berthold |
| author2_role | edt |
| author2_variant | b l bl |
| author_GND | (DE-588)1133593135 (DE-588)1131081803 |
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| building | Verbundindex |
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| classification_rvk | QH 232 QH 234 ST 265 ST 530 |
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| dewey-full | 510 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 510 - Mathematics |
| dewey-raw | 510 |
| dewey-search | 510 |
| dewey-sort | 3510 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| format | Book |
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| genre_facet | Konferenzschrift 2013 Luxemburg |
| id | DE-604.BV044530550 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T06:10:25Z |
| institution | BVB |
| isbn | 9783662449820 366244982X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029929843 |
| oclc_num | 890021270 |
| open_access_boolean | |
| owner | DE-N2 |
| owner_facet | DE-N2 |
| physical | xxii, 560 Seiten Ill. 235 mm x 155 mm |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| record_format | marc |
| series2 | Studies in classification, data analysis and knowledge organization |
| spellingShingle | Data science, learning by latent structures, and knowledge discovery Wissensextraktion (DE-588)4546354-2 gnd Datenanalyse (DE-588)4123037-1 gnd Analyse latenter Strukturen (DE-588)4142341-0 gnd |
| subject_GND | (DE-588)4546354-2 (DE-588)4123037-1 (DE-588)4142341-0 (DE-588)1071861417 |
| title | Data science, learning by latent structures, and knowledge discovery |
| title_auth | Data science, learning by latent structures, and knowledge discovery |
| title_exact_search | Data science, learning by latent structures, and knowledge discovery |
| title_full | Data science, learning by latent structures, and knowledge discovery Berthold Lausen, Sabine Krolak-Schwerdt, Matthias Böhmer (editors) |
| title_fullStr | Data science, learning by latent structures, and knowledge discovery Berthold Lausen, Sabine Krolak-Schwerdt, Matthias Böhmer (editors) |
| title_full_unstemmed | Data science, learning by latent structures, and knowledge discovery Berthold Lausen, Sabine Krolak-Schwerdt, Matthias Böhmer (editors) |
| title_short | Data science, learning by latent structures, and knowledge discovery |
| title_sort | data science learning by latent structures and knowledge discovery |
| topic | Wissensextraktion (DE-588)4546354-2 gnd Datenanalyse (DE-588)4123037-1 gnd Analyse latenter Strukturen (DE-588)4142341-0 gnd |
| topic_facet | Wissensextraktion Datenanalyse Analyse latenter Strukturen Konferenzschrift 2013 Luxemburg |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4764554&prov=M&dok%5Fvar=1&dok%5Fext=htm http://d-nb.info/1057799017/04 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029929843&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT lausenberthold datasciencelearningbylatentstructuresandknowledgediscovery AT krolakschwerdtsabine datasciencelearningbylatentstructuresandknowledgediscovery AT bohmermatthias datasciencelearningbylatentstructuresandknowledgediscovery |