Book One
All Contents
Performing Effective Feature Selection by Investigating the Deep Structure of the Data
PDFAn Overview of Issues in Developing Industrial Data Mining and Knowledge Discovery Applications
PDFData Mining with Sparse and Simplified Interaction Selection
PDFExtraction of Spatial Proximity Patterns by Concept Generalization
PDFA Comparison of Approaches for Maximizing Business Payoff of Prediction Models
PDFUsing a Hybrid Neural/Expert System for Data Base Mining in Market Survey Data
PDFDeveloping Tightly-Coupled Data Mining Applications on a Relational Database System
PDFHarnessing the Human in Knowledge Discovery
PDFScalable Exploratory Data Mining of Distributed Geoscientific Data
PDFData Mining and Tree-Based Optimization
PDFAn Empirical Test of the Weighted Effect Approach to Generalized Prediction Using Recursive Neural Nets
PDFExploiting Background Knowledge in Automated Discovery
PDFImputation of Missing Data Using Machine Learning Techniques
PDFEfficient Specific-to-General Rule Induction
PDFKnowledge Discovery and Data Mining: Towards a Unifying Framework
PDFHarnessing Graphical Structure in Markov Chain Monte Carlo Learning
PDFParallel Halo Finding in N-body Cosmology Simulations
PDFThe Quest Data Mining System
PDFPattern Discovery in Temporal Databases: A Temporal Logic Approach
PDFDeriving Queries from Results Using Genetic Programming
PDFDiscovery of Relevant New Features by Generating Non-Linear Decision Trees
PDFEfficient Search for Strong Partial Determinations
PDFQuakefinder: A Scalable Data Mining System for Detecting Earthquakes from Space
PDFClustering Using Monte Carlo Cross-Validation
PDFReverse Engineering Databases for Knowledge Discovery
PDFKnowledge Discovery in RNA Sequence Families of HIV Using Scalable Computers
PDFInteractive Knowledge Discovery from Marketing Questionnaire Using Simulated Breeding and Inductive Learning Methods
PDFLearning from Biased Data Using Mixture Models
PDFDBMiner: A System for Mining Knowledge in Large Relational Databases
PDFLinear-Time Rule Induction
PDFLocal Induction of Decision Trees: Towards Interactive Data Mining
PDFRethinking the Learning of Belief Network Probabilities
PDFScaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid
PDFInduction of Condensed Determinations
PDFDiscovering Generalized Episodes Using Minimal Occurrences
PDFExceptional Knowledge Discovery in Databases Based on Information Theory
PDFA Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise
PDFDataMine: Application Programming Interface and Query Language for Database Mining
PDFAutomated Discovery of Medical Expert System Rules from Clinical Databases Based on Rough Sets
PDFMaintenance of Discovered Knowledge: A Case in Multi-Level Association Rules
PDFPredictive Data Mining with Finite Mixtures
PDFPlanning Tasks for Knowledge Discovery in Databases; Performing Task-Oriented User-Guidance
PDFDiscovering Classification Knowledge in Databases Using Rough Sets
PDFUndiscovered Public Knowledge: A Ten-Year Update
PDFCombining Data Mining and Machine Learning for Effective User Profiling
PDFSE-Trees Outperform Decision Trees in Noisy Domains
PDFMining Knowledge in Noisy Audio Data
PDFData Mining and Model Simplicity: A Case Study in Diagnosis
PDFSharing Learned Models among Remote Database Partitions by Local Meta-Learning
PDFA Genetic Algorithm-Based Approach to Data Mining
PDFA Linear Method for Deviation Detection in Large Databases
PDFThe Field Matching Problem: Algorithms and Applications
PDFError-Based and Entropy-Based Discretization of Continuous Features
PDFExtensibility in Data Mining Systems
PDFRepresenting Discovered Patterns Using Attributed Hypergraph
PDFMultiple Uses of Frequent Sets and Condensed Representations: Extended Abstract
PDFPreface
PDFStatic Versus Dynamic Sampling for Data Mining
PDFDetecting Early Indicator Cars in an Automotive Database: A Multi-Strategy Approach
PDFEvaluating the Interestingness of Characteristic Rules
PDFSelf-Organizing Maps of Document Collections: A New Approach to Interactive Exploration
PDFAutomated Pattern Mining with a Scale Dimension
PDFGrowing Simpler Decision Trees to Facilitate Knowledge Discovery
PDFDiscovering Knowledge in Commercial Databases Using Modern Heuristic Techniques
PDFRITIO – Rule Induction Two In One
PDFAutomated Discovery of Active Motifs in Multiple RNA Secondary Structures
PDFInferring Hierarchical Clustering Structures by Deterministic Annealing
PDFAnalysing Binary Associations
PDFMining Entity-Identification Rules for Database Integration
PDFMetapattern Generation for Integrated Data Mining
PDFMining Associations in Text in the Presence of Background Knowledge
PDFA Method for Reasoning with Structured and Continuous Attributes in the INLEN-2 Multistrategy Knowledge Discovery System
PDFKDD for Science Data Analysis: Issues and Examples
PDFLearning Limited Dependence Bayesian Classifiers
PDFEfficient Implementation of Data Cubes Via Materialized Views
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