Book One
All Contents
Fuzzy Interpretation of Induction Results
PDFOptimization and Simplification of Hierarchical Clusterings
PDFKnowledge Discovery in a Water Quality Database
PDFA Statistical Perspective On Knowledge Discovery In Databases
PDFRough Sets Similarity-Based Learning from Databases
PDFResource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment
PDFLearning Arbiter and Combiner Trees from Partitioned Data for Scaling Machine Learning
PDFIntelligent Instruments: Discovering How to Turn Spectral Data into Information
PDFDecision Tree Induction: How Effective is the Greedy Heuristic?
PDFKnowledge Discovery in Textual Databases (KDT)
PDFKnowledge Discovery in Telecommunication Services Data Using Bayesian Network Models
PDFSTAR: A General Architecture for the Support of Distortion Oriented Displays
PDFConceptual Clustering in Structured Databases: A Practical Approach
PDFUsing Rough Sets as Tools for Knowledge Discovery
PDFDiscovering Enrollment Knowledge in University Databases
PDFDiscovery and Maintenance of Functional Dependencies by Independencies
PDFAre We Losing Accuracy While Gaining Confidence in Induced Rules – An Assessment of PrIL
PDFKnowledge Discovery from Multiple Databases
PDFAvailable Technology for Discovering Causal Models, Building Bayes Nets, and Selecting Predictors: The TETRAD II Program
PDFAnonymization Techniques for Knowledge Discovery in Databases
PDFA Database Interface for Clustering in Large Spatial Databases
PDFCompression-Based Evaluation of Partial Determinations
PDFApplying a Data Miner To Heterogeneous Schema Integration
PDFStructured and Unstructured Induction with EDAGs
PDFActive Data Mining
PDFExploiting Visualization in Knowledge Discovery
PDFRobust Decision Trees: Removing Outliers from Databases
PDFDesigning Neural Networks from Statistical Models: A New Approach to Data Exploration
PDFLearning Bayesian Networks with Discrete Variables from Data
PDFExploiting Upper Approximation in the Rough Set Methodology
PDFRestructuring Databases for Knowledge Discovery by Consolidation and Link Formation
PDFUsing Recon for Data Cleaning
PDFAnalyzing the Benefits of Domain Knowledge in Substructure Discovery
PDFDiscovering Frequent Episodes in Sequences
PDFFeature Subset Selection Using the Wrapper Method: Overfitting and Dynamic Search Space Topology
PDFEfficient Algorithms for Attribute-Oriented Induction
PDFKnowledge-Based Scientific Discovery in Geological Databases
PDFExtracting Support Data for a Given Task
PDFAccelerated Quantification of Bayesian Networks with Incomplete Data
PDFAutomated Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods and Multiple Statistical Testing
PDFPreface
PDFFeature Extraction for Massive Data Mining
PDFFast Spatio-Temporal Data Mining of Large Geophysical Datasets
PDFEstimating the Robustness of Discovered Knowledge
PDFAn Iterative Improvement Approach for the Discretization of Numeric Attributes in Bayesian Classifiers
PDFToward a Multi-Strategy and Cooperative Discovery System
PDFOn Subjective Measures of Interestingness in Knowledge Discovery
PDFDiscovery of Concurrent Data Models from Experimental Tables: A Rough Set Approach
PDFA Perspective on Databases and Data Mining
PDFMDL-Based Decision Tree Pruning
PDFLearning First Order Logic Rules with a Genetic Algorithm
PDFData Mining for Loan Evaluation at ABN AMRO: A Case Study
PDFLimits on Learning Machine Accuracy Imposed by Data Quality
PDFCapacity and Complexity Control in Predicting the Spread Between Borrowing and Lending Interest Rates
PDFDiscriminant Adaptive Nearest Neighbor Classification
PDFData Surveying: Foundations of an Inductive Query Language
PDFAutomated Discovery of Functional Components of Proteins from Amino-Acid Sequences Based on Rough Sets and Change of Representation
PDF