Advances in Intelligent Data Analysis 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Hoffmann, Frank (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Hand, David J. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Adams, Niall M. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Fisher, Douglas (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Guimaraes, Gabriela (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2001.
• Έκδοση: 1st ed. 2001.
• Σειρά: Lecture Notes in Computer Science, 2189
• Θέματα: Database management.; Artificial intelligence.; Computers.; Information storage and retrieval.; Mathematical statistics.; Pattern recognition.; Database Management.; Artificial Intelligence.; Theory of Computation.; Information Storage and Retrieval.; Probability and Statistics in Computer Science.; Pattern Recognition.

Πίνακας περιεχομένων:

• The Fourth International Symposium on Intelligent Data Analysis
• Feature Characterization in Scientific Datasets
• Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation
• Generating Fuzzy Summaries From Fuzzy Multidimensional Databases
• A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets
• Predicting Time-Varying Functions with Local Models
• Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering - A Preliminary Study
• Tagging with Small Training Corpora
• A Search Engine for Morphologically Complex Languages
• Errors Detection and Correction in Large Scale Data Collecting
• A New Framework to Assess Association Rules
• Communities of Interest
• An Evaluation of Grading Classifiers
• Finding Informative Rules in Interval Sequences
• Correlation-Based and Contextual Merit-Based Ensemble Feature Selection
• Nonmetric Multidimensional Scaling with Neural Networks
• Functional Trees for Regression
• Data Mining with Products of Trees
• S 3Bagging: Fast Classifier Induction Method with Subsampling and Bagging
• RNA-Sequence-Structure Properties and Selenocysteine Insertion
• An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes
• An Empirical Comparison of Pruning Methods for Ensemble Classifiers
• A framework for Modelling Short, High-Dimensional Multivariate Time Series: Preliminary Results in Virus Gene Expression Data Analysis
• Using Multiattribute Prediction Suffix Graphs for Spanish Part-of-Speech Tagging
• Self-Supervised Chinese Word Segmentation
• Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules
• Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables
• Fluent Learning: Elucidating the Structure of Episodes
• An Intelligent Decision Support Model for Aviation Weather Forcasting
• MAMBO: Discovering Association Rules Based on Conditional Independencies
• Model Building for Random Fields
• Active Hidden Markov Models for Information Extraction
• Adaptive Lightweight Text Filtering
• General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks
• Investigating Temporal Patterns of Fault Behaviour Within Large Telephony Networks
• Closed Set Based Discovery of Representative Association Rules
• Intelligent Sensor Analysis and Actuator Control
• Sampling of Highly Correlated Data for Polynomial Regression and Model Discovery
• The IDA'01 Robot Data Challenge
• The IDA'01 Robot Data Challenge.