000 05007nam a22005655i 4500
001 978-3-540-34416-2
003 DE-He213
005 20180115171655.0
007 cr nn 008mamaa
008 100301s2006 gw | s |||| 0|eng d
020 _a9783540344162
_9978-3-540-34416-2
024 7 _a10.1007/3-540-34416-0
_2doi
050 4 _aZ664.2-718.85
072 7 _aGL
_2bicssc
072 7 _aLAN025000
_2bisacsh
082 0 4 _a020
_223
245 1 0 _aData Science and Classification
_h[electronic resource] /
_cedited by Vladimir Batagelj, Hans-Hermann Bock, Anuška Ferligoj, Aleš Žiberna.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2006.
300 _aXII, 358 p. 67 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Classification, Data Analysis, and Knowledge Organization,
_x1431-8814
505 0 _aSimilarity and Dissimilarity -- A Tree-Based Similarity for Evaluating Concept Proximities in an Ontology -- Improved Fréchet Distance for Time Series -- Comparison of Distance Indices Between Partitions -- Design of Dissimilarity Measures: A New Dissimilarity Between Species Distribution Areas -- Dissimilarities for Web Usage Mining -- Properties and Performance of Shape Similarity Measures -- Classification and Clustering -- Hierarchical Clustering for Boxplot Variables -- Evaluation of Allocation Rules Under Some Cost Constraints -- Crisp Partitions Induced by a Fuzzy Set -- Empirical Comparison of a Monothetic Divisive Clustering Method with the Ward and the k-means Clustering Methods -- Model Selection for the Binary Latent Class Model: A Monte Carlo Simulation -- Finding Meaningful and Stable Clusters Using Local Cluster Analysis -- Comparing Optimal Individual and Collective Assessment Procedures -- Network and Graph Analysis -- Some Open Problem Sets for Generalized Blockmodeling -- Spectral Clustering and Multidimensional Scaling: A Unified View -- Analyzing the Structure of U.S. Patents Network -- Identifying and Classifying Social Groups: A Machine Learning Approach -- Analysis of Symbolic Data -- Multidimensional Scaling of Histogram Dissimilarities -- Dependence and Interdependence Analysis for Interval-Valued Variables -- A New Wasserstein Based Distance for the Hierarchical Clustering of Histogram Symbolic Data -- Symbolic Clustering of Large Datasets -- A Dynamic Clustering Method for Mixed Feature-Type Symbolic Data -- General Data Analysis Methods -- Iterated Boosting for Outlier Detection -- Sub-species of Homopus Areolatus? Biplots and Small Class Inference with Analysis of Distance -- Revised Boxplot Based Discretization as the Kernel of Automatic Interpretation of Classes Using Numerical Variables -- Data and Web Mining -- Comparison of Two Methods for Detecting and Correcting Systematic Error in High-throughput Screening Data -- kNN Versus SVM in the Collaborative Filtering Framework -- Mining Association Rules in Folksonomies -- Empirical Analysis of Attribute-Aware Recommendation Algorithms with Variable Synthetic Data -- Patterns of Associations in Finite Sets of Items -- Analysis of Music Data -- Generalized N-gram Measures for Melodic Similarity -- Evaluating Different Approaches to Measuring the Similarity of Melodies -- Using MCMC as a Stochastic Optimization Procedure for Musical Time Series -- Local Models in Register Classification by Timbre -- Gene and Microarray Analysis -- Improving the Performance of Principal Components for Classification of Gene Expression Data Through Feature Selection -- A New Efficient Method for Assessing Missing Nucleotides in DNA Sequences in the Framework of a Generic Evolutionary Model -- New Efficient Algorithm for Modeling Partial and Complete Gene Transfer Scenarios.
650 0 _aCulture
_xStudy and teaching.
650 0 _aLibrary science.
650 0 _aData structures (Computer science).
650 0 _aComputers.
650 0 _aPattern recognition.
650 0 _aStatistics.
650 1 4 _aCultural and Media Studies.
650 2 4 _aLibrary Science.
650 2 4 _aStatistical Theory and Methods.
650 2 4 _aData Structures, Cryptology and Information Theory.
650 2 4 _aInformation Systems and Communication Service.
650 2 4 _aPattern Recognition.
650 2 4 _aStatistics for Business/Economics/Mathematical Finance/Insurance.
700 1 _aBatagelj, Vladimir.
_eeditor.
700 1 _aBock, Hans-Hermann.
_eeditor.
700 1 _aFerligoj, Anuška.
_eeditor.
700 1 _aŽiberna, Aleš.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540344155
830 0 _aStudies in Classification, Data Analysis, and Knowledge Organization,
_x1431-8814
856 4 0 _uhttp://dx.doi.org/10.1007/3-540-34416-0
912 _aZDB-2-SMA
999 _c372018
_d372018