Advances in Intelligent Data Analysis VI 6th International Symposium on Intelligent Data Analysis, IDA 2005, Madrid, Spain, September 8-10, 2005, Proceedings
One of the superb characteristics of Intelligent Data Analysis (IDA) is that it is an interdisciplinary ?eld in which researchers and practitioners from a number of areas are involved in a typical project. This also creates a challenge in which the success of a team depends on the participation of u...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2005, 2005
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| Edition: | 1st ed. 2005 |
| Series: | Information Systems and Applications, incl. Internet/Web, and HCI
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Removing Statistical Biases in Unsupervised Sequence Learning
- Learning from Ambiguously Labeled Examples
- Learning Label Preferences: Ranking Error Versus Position Error
- FCLib: A Library for Building Data Analysis and Data Discovery Tools
- A Knowledge-Based Model for Analyzing GSM Network Performance
- Sentiment Classification Using Information Extraction Technique
- Extending the SOM Algorithm to Visualize Word Relationships
- Towards Automatic and Optimal Filtering Levels for Feature Selection in Text Categorization
- Block Clustering of Contingency Table and Mixture Model
- Adaptive Classifier Combination for Visual Information Processing Using Data Context-Awareness
- Self-poised Ensemble Learning
- Discriminative Remote Homology Detection Using Maximal Unique Sequence Matches
- From Local Pattern Mining to Relevant Bi-cluster Characterization
- Machine-Learning with Cellular Automata
- Probabilistic Latent Clustering of Device Usage
- Condensed Nearest Neighbor Data Domain Description
- Balancing Strategies and Class Overlapping
- Modeling Conditional Distributions of Continuous Variables in Bayesian Networks
- Kernel K-Means for Categorical Data
- Using Genetic Algorithms to Improve Accuracy of Economical Indexes Prediction
- A Distance-Based Method for Preference Information Retrieval in Paired Comparisons
- Knowledge Discovery in the Identification of Differentially Expressed Genes in Tumoricidal Macrophage
- Searching for Meaningful Feature Interactions with Backward-Chaining Rule Induction
- Exploring Hierarchical Rule Systems in Parallel Coordinates
- Bayesian Networks Learning for Gene Expression Datasets
- Pulse: Mining Customer Opinions from Free Text
- Keystroke Analysis of Different Languages: A Case Study
- Combining Bayesian Networks with Higher-Order Data Representations
- MDS polar : A New Approach for Dimension Reduction to Visualize High Dimensional Data
- Miner Ants Colony: A New Approach to Solve a Mine Planning Problem
- Extending the GA-EDA Hybrid Algorithm to Study Diversification and Intensification in GAs and EDAs
- Spatial Approach to Pose Variations in Face Verification
- Analysis of Feature Rankings for Classification
- A Mixture Model-Based On-line CEM Algorithm
- Reliable Hierarchical Clustering with the Self-organizing Map
- Statistical Recognition of Noun Phrases in Unrestricted Text
- Successive Restrictions Algorithm in Bayesian Networks
- Modelling the Relationship Between Streamflow and Electrical Conductivity in Hollin Creek, Southeastern Australia
- Biological Cluster Validity Indices Based on the Gene Ontology
- An Evaluation of Filter and Wrapper Methods for Feature Selection in Categorical Clustering
- Dealing with Data Corruption in Remote Sensing
- Regularized Least-Squares for Parse Ranking
- Bayesian Network Classifiers for Time-Series Microarray Data
- Feature Discovery in Classification Problems
- A New Hybrid NM Method and Particle Swarm Algorithm for Multimodal Function Optimization
- Detecting Groups of Anomalously Similar Objects in Large Data Sets