Advances in Intelligent Data Analysis VII 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings /
Weareproudtopresenttheproceedingsoftheseventhbiennialconferenceinthe Intelligent Data Analysis series. The conference took place in Ljubljana, Slo- nia, September 6-8, 2007. IDA continues to expand its scope, quality and size. It started as a small side-symposium as part of a larger conference in 19...
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| Other Authors: | , , |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2007.
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| Edition: | 1st ed. 2007. |
| Series: | Information Systems and Applications, incl. Internet/Web, and HCI ;
4723 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-3-540-74825-0 |
Table of Contents:
- Statistical Data Analysis
- Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions
- Multiplicative Updates for L 1–Regularized Linear and Logistic Regression
- Learning to Align: A Statistical Approach
- Transductive Reliability Estimation for Kernel Based Classifiers
- Bayesian Approaches
- Parameter Learning for Bayesian Networks with Strict Qualitative Influences
- Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management
- Clustering Methods
- DENCLUE 2.0: Fast Clustering Based on Kernel Density Estimation
- Visualising the Cluster Structure of Data Streams
- Relational Topographic Maps
- Ensemble Learning
- Incremental Learning with Multiple Classifier Systems Using Correction Filters for Classification
- Combining Bagging and Random Subspaces to Create Better Ensembles
- Two Bagging Algorithms with Coupled Learners to Encourage Diversity
- Ranking
- Relational Algebra for Ranked Tables with Similarities: Properties and Implementation
- A New Way to Aggregate Preferences: Application to Eurovision Song Contests
- Trees
- Conditional Classification Trees Using Instrumental Variables
- Robust Tree-Based Incremental Imputation Method for Data Fusion
- Sequence/ Time Series Analysis
- Making Time: Pseudo Time-Series for the Temporal Analysis of Cross Section Data
- Recurrent Predictive Models for Sequence Segmentation
- Sequence Classification Using Statistical Pattern Recognition
- Knowledge Discovery
- Subrule Analysis and the Frequency-Confidence Diagram
- A Partial Correlation-Based Algorithm for Causal Structure Discovery with Continuous Variables
- Visualization
- Visualizing Sets of Partial Rankings
- A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data Visualization
- Landscape Multidimensional Scaling
- Text Mining
- A Support Vector Machine Approach to Dutch Part-of-Speech Tagging
- Towards Adaptive Web Mining: Histograms and Contexts in Text Data Clustering
- Does SVM Really Scale Up to Large Bag of Words Feature Spaces?
- Bioinformatics
- Noise Filtering and Microarray Image Reconstruction Via Chained Fouriers
- Motif Discovery Using Multi-Objective Genetic Algorithm in Biosequences
- Soft Topographic Map for Clustering and Classification of Bacteria
- Applications
- Fuzzy Logic Based Gait Classification for Hemiplegic Patients
- Traffic Sign Recognition Using Discriminative Local Features
- Novelty Detection in Patient Histories: Experiments with Measures Based on Text Compression.