|
|
|
|
| LEADER |
08065nam a22006135i 4500 |
| 001 |
978-3-662-44983-7 |
| 003 |
DE-He213 |
| 005 |
20210617222241.0 |
| 007 |
cr nn 008mamaa |
| 008 |
150506s2015 gw | s |||| 0|eng d |
| 020 |
|
|
|a 9783662449837
|9 978-3-662-44983-7
|
| 024 |
7 |
|
|a 10.1007/978-3-662-44983-7
|2 doi
|
| 050 |
|
4 |
|a QA276-280
|
| 072 |
|
7 |
|a PBT
|2 bicssc
|
| 072 |
|
7 |
|a MAT029000
|2 bisacsh
|
| 072 |
|
7 |
|a PBT
|2 thema
|
| 082 |
0 |
4 |
|a 519.5
|2 23
|
| 245 |
1 |
0 |
|a Data Science, Learning by Latent Structures, and Knowledge Discovery
|h [electronic resource] /
|c edited by Berthold Lausen, Sabine Krolak-Schwerdt, Matthias Böhmer.
|
| 250 |
|
|
|a 1st ed. 2015.
|
| 264 |
|
1 |
|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2015.
|
| 300 |
|
|
|a XXII, 560 p. 145 illus., 56 illus. in color.
|b online resource.
|
| 336 |
|
|
|a text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a computer
|b c
|2 rdamedia
|
| 338 |
|
|
|a online resource
|b cr
|2 rdacarrier
|
| 347 |
|
|
|a text file
|b PDF
|2 rda
|
| 490 |
1 |
|
|a Studies in Classification, Data Analysis, and Knowledge Organization,
|x 1431-8814
|
| 505 |
0 |
|
|a Part I Invited Papers: Modernising Official Statistics - A Complex Challenge -- A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity -- Finding the Number of Disparate Clusters with Background Contamination -- Clustering of Solar Irradiance -- Part II Data Science and Clustering: Factor Analysis of Local Formalism -- Recent progress in Complex Network Analysis – Models -- Recent Progress in Complex Network Analysis – Results -- Similarity Measures of Concept Lattices -- Flow-Based Dissimilarities: Shortest Path, Commute Time, Max-Flow and Free Energy -- Resampling Techniques in Cluster Analysis – Is Subsampling Better Than Bootstrapping? -- On-Line Clustering of Functional Boxplots for Monitoring Multiple Streaming Time Series -- Smooth Tests of Fit for Gaussian Mixtures -- Part III Machine Learning and Knowledge Discovery: P2P RVM for Distributed Classification -- Selecting a Multi-Label Classification Method for an Interactive System -- Visual Analysis of Topics in Twitter Based on Co-Evolution of Terms -- Incremental Weighted Naive Bayes Classifiers for Data Stream -- SVM Ensembles are Better When Different Kernel Types are Combined -- Part IV Data Analysis in Marketing: Ratings-Based Versus Choice-Based Conjoint Analysis for Predicting Choices -- A Statistical Software Package for Image Data Analysis in Marketing -- The Bass Model as Integrative Diffusion Model - A Comparison of Parameter Influences -- Preference Measurement in Complex Product Development – A Comparison of Two-Staged SEM Approaches -- Combination of Distances and Image Features for Clustering Image Data Bases -- A Game Theoretic Product Design Approach Considering Stochastic Partworth Functions -- Key Success-Determinants of Crowdfunded Projects – An Exploratory Analysis -- Preferences Interdependence among Family Members – Case III/APIM Approach -- Part V Data Analysis in Biostatistics and Bioinformatics: Evaluation for Cell Line Suitability for Disease Specific Perturbation Experiments -- Effect of Hundreds Sequenced Genomes on the Classification of Human Papilloma Viruses -- Donor Limited Hot Deck Imputation – A Constrained Optimization Problem -- Classification and Data Set Analysis Using Ensembles of Representative Prototype Sets -- Event Prediction in Pharyngeal High-Resolution Manometry -- Edge Selection in a Noisy Graph by Concept Analysis – Application to a Genomic Network -- Part VI Data Analysis in Education and Psychology: Linear Modelling of Differences in Teacher Judgment Formation of School Tracking Recommendations -- Psychometric Challenges in Modeling Scientific Problem-Solving Competency – An Item Response Theory Approach -- The Luxembourg Teacher Databank 1845-1939. Academic Research into the Social History of the Luxembourg Primary School Teaching Staff -- Part VII Data Analysis in Musicology: Correspondence Analysis, Cross-Autocorrelation and Clustering in Polyphonic Music -- Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition -- Interpretable Music Categorisation Based on Fuzzy Rules and High-Level Audio Features -- Part VIII Data Analysis in Communication and Technology: What is in a Like? Preference Aggregation on the Social Web -- Predicting Micro-Level Behavior in Online Communities for Risk Management -- Human Performance Profiling While Driving a Sidestick-Controlled Car -- Multivariate Landing Page Optimization Using Hierarchical Bayes CBC Analysis -- Hellinger Distance Based Feature Construction with Applications to the FACT Experiment -- Part IX Data Analysis in Administration and Spatial Planning: Hough Transform and Kirchhoff Migration for Supervised GPR Data Analysis -- Application of Hedonic Methods in Modelling Real Estate Prices in Poland -- Smart Growth Path as the Basis for the European Union Countries Typology -- The Influence of Upper Level NUTS on Lower Level Classification of EU Regions -- Part X Data Analysis in Library Science: Multilingual Subject Retrieval – Bibliotheca Alexandrina’s Subject Authority File and Linked Subject Data -- The VuFind Based "MT-Katalog" – A Customized Music Library Service at the University of Music and Drama Leipzig.
|
| 520 |
|
|
|a This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering, and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The contributions offer interesting applications to various disciplines such as psychology, biology, medical and health sciences; economics, marketing, banking, and finance; engineering; geography and geology; archeology, sociology, educational sciences, linguistics, and musicology; library science. The book contains the selected and peer-reviewed papers presented during the European Conference on Data Analysis (ECDA 2013) which was jointly held by the German Classification Society (GfKl) and the French-speaking Classification Society (SFC) in July 2013 at the University of Luxembourg.
|
| 650 |
|
0 |
|a Statistics .
|
| 650 |
|
0 |
|a Marketing.
|
| 650 |
|
0 |
|a Psychometrics.
|
| 650 |
|
0 |
|a Biostatistics.
|
| 650 |
|
0 |
|a Data mining.
|
| 650 |
|
0 |
|a Operations research.
|
| 650 |
|
0 |
|a Decision making.
|
| 650 |
1 |
4 |
|a Statistics, general.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/S0000X
|
| 650 |
2 |
4 |
|a Marketing.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/513000
|
| 650 |
2 |
4 |
|a Psychometrics.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/Y43000
|
| 650 |
2 |
4 |
|a Biostatistics.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/L15020
|
| 650 |
2 |
4 |
|a Data Mining and Knowledge Discovery.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I18030
|
| 650 |
2 |
4 |
|a Operations Research/Decision Theory.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/521000
|
| 700 |
1 |
|
|a Lausen, Berthold.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
|
| 700 |
1 |
|
|a Krolak-Schwerdt, Sabine.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
|
| 700 |
1 |
|
|a Böhmer, Matthias.
|e editor.
|4 edt
|4 http://id.loc.gov/vocabulary/relators/edt
|
| 710 |
2 |
|
|a SpringerLink (Online service)
|
| 773 |
0 |
|
|t Springer Nature eBook
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9783662449844
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9783662449820
|
| 830 |
|
0 |
|a Studies in Classification, Data Analysis, and Knowledge Organization,
|x 1431-8814
|
| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-3-662-44983-7
|
| 912 |
|
|
|a ZDB-2-SMA
|
| 912 |
|
|
|a ZDB-2-SXMS
|
| 950 |
|
|
|a Mathematics and Statistics (SpringerNature-11649)
|
| 950 |
|
|
|a Mathematics and Statistics (R0) (SpringerNature-43713)
|
