Data Science and Classification
| Συγγραφή απο Οργανισμό/Αρχή: | |
|---|---|
| Άλλοι συγγραφείς: | , , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg,
2006.
|
| Σειρά: | Studies in Classification, Data Analysis, and Knowledge Organization,
|
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Similarity 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.
