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Advances in Intelligent Data Analysis : Third International Symposium, IDA-99 Amsterdam, The Netherlands, August 9-11, 1999 Proceedings / edited by David J Hand, Joost N. Kok, Michael R. Berthold.
LIBRA Q341 .P7 2004
Available from offsite location
- Format:
- Book
- Series:
- Computer Science (Springer-11645)
- Lecture notes in computer science 0302-9743 ; 1642.
- Lecture Notes in Computer Science, 0302-9743 ; 1642
- Language:
- English
- Subjects (All):
- Information storage and retrieval.
- Database management.
- Optical data processing.
- Artificial intelligence.
- Pattern perception.
- Information technology.
- Business--Data processing.
- Business.
- Information Storage and Retrieval.
- Database Management.
- Image Processing and Computer Vision.
- Artificial Intelligence.
- Pattern Recognition.
- IT in Business.
- Local Subjects:
- Information Storage and Retrieval.
- Database Management.
- Image Processing and Computer Vision.
- Artificial Intelligence.
- Pattern Recognition.
- IT in Business.
- Physical Description:
- 1 online resource (XII, 544 pages).
- Edition:
- First edition 1999.
- Contained In:
- Springer eBooks
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1999.
- System Details:
- text file PDF
- Contents:
- Learning
- From Theoretical Learnability to Statistical Measures of the Learnable
- ALM: A Methodology for Designing Accurate Linguistic Models for Intelligent Data Analysis
- A "Top-Down and Prune" Induction Scheme for Constrained Decision Committees
- Mining Clusters with Association Rules
- Evolutionary Computation to Search for Strongly Correlated Variables in High-Dimensional Time-Series
- The Biases of Decision Tree Pruning Strategies
- Feature Selection as Retrospective Pruning in Hierarchical Clustering
- Discriminative Power of Input Features in a Fuzzy Model
- Learning Elements of Representations for Redescribing Robot Experiences
- "Seeing" Objects in Spatial Datasets
- Intelligent Monitoring Method Using Time Varying Binomial Distribution Models for Pseudo-Periodic Communication Traffic
- Visualization
- Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings
- Knowledge-Based Visualization to Support Spatial Data Mining
- Probabilistic Topic Maps: Navigating through Large Text Collections
- 3D Grand Tour for Multidimensional Data and Clusters
- Classification and Clustering
- A Decision Tree Algorithm for Ordinal Classification
- Discovering Dynamics Using Bayesian Clustering
- Integrating Declarative Knowledge in Hierarchical Clustering Tasks
- Nonparametric Linear Discriminant Analysis by Recursive Optimization with Random Initialization
- Supervised Classification Problems: How to Be Both Judge and Jury
- Temporal Pattern Generation Using Hidden Markov Model Based Unsupervised Classification
- Exploiting Similarity for Supporting Data Analysis and Problem Solving
- Multiple Prototype Model for Fuzzy Clustering
- A Comparison of Genetic Programming Variants for Data Classification
- Fuzzy Clustering Based on Modified Distance Measures
- Building Classes in Object-Based Languages by Automatic Clustering
- Integration
- Adjusted Estimation for the Combination of Classifiers
- Data-Driven Theory Refinement Using KBDistAl
- Reasoning about Input-Output Modeling of Dynamical Systems
- Undoing Statistical Advice
- A Method for Temporal Knowledge Conversion
- Applications
- Intrusion Detection through Behavioral Data
- Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry
- Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees
- Pump Failure Detection Using Support Vector Data Descriptions
- Data Mining for the Detection of Turning Points in Financial Time Series
- Computer-Assisted Classification of Legal Abstracts
- Sequential Control Logic Inferring Method from Observed Plant I/O Data
- Evaluating an Eye Screening Test
- Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure
- Media Mining
- Exploiting Structural Information for Text Classification on the WWW
- Multi-agent Web Information Retrieval: Neural Network Based Approach
- Adaptive Information Filtering Algorithms
- A Conceptual Graph Approach for Video Data Representation and Retrieval.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-540-48412-7
- 9783540484127
- Access Restriction:
- Restricted for use by site license.
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