Book One
All Contents
Large Scale Data Mining: Challenges and Responses
PDFScaling Up Inductive Algorithms: An Overview
PDFDevelopment of Multi-Criteria Metrics for Evaluation of Data Mining Algorithms
PDFIncreasing the Efficiency of Data Mining Algorithms with Breadth-First Marker Propagation
PDFGA-based Rule Enhancement in Concept Learning
PDFLearning to Extract Text-based Information from the World Wide Web
PDFClustering Sequences of Complex Objects
PDFAnytime Exploratory Data Analysis for Massive Data Sets
PDFPartial Classification Using Association Rules
PDFMining Generalized Term Associations: Count Propagation Algorithm
PDFDiscriminative Versus Informative Learning
PDFIntegrating and Mining Distributed Customer Databases
PDFKnowledge = Concepts: a Harmful Equation
PDFDiscovery of Actionable Patterns in Databases: The Action Hierarchy Approach
PDFScalable, Distributed Data Mining – An Agent Architecture
PDFVisualizing Bagged Decision Trees
PDFUsing Artificial Intelligence Planning to Automate Science Data Analysis for Large Image Databases
PDFVisualization Techniques to Explore Data Mining Results for Document Collections
PDFAn Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases
PDFJAM: Java Agents for Meta-Learning over Distributed Databases
PDFBrute-Force Mining of High-Confidence Classification Rules
PDFZeta: A Global Method for Discretization of Continuous Variables
PDFProposal and Empirical Comparison of a Parallelizable Distance-Based Discretization Method
PDFMining Association Rules with Item Constraints
PDFMetarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes
PDFAutonomous Discovery of Reliable Exception Rules
PDFAnalysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions
PDFTarget-Independent Mining For Scientific Data: Capturing Transients and Trends for Phenomena Mining
PDFNew Algorithms for Fast Discovery of Association Rules
PDFMineSet: An Integrated System for Data Mining
PDFDetecting Atmospheric Regimes Using Cross-Validated Clustering
PDFImage Feature Reduction through Spoiling: Its Application to Multiple Matched Filters for Focus of Attention
PDFA Probabilistic Approach to Fast Pattern Matching in Time Series Databases
PDFFast Robust Visual Data Mining
PDFApplying Data Mining and Machine Learning Techniques to Submarine Intelligence Analysis
PDFA Dataset Decomposition Approach to Data Mining and Machine Discovery
PDFAdjusting for Multiple Comparisons in Decision Tree Pruning
PDFProcess-Based Database Support for the Early Indicator Method
PDFMining for Causes of Cancer: Machine Learning Experiments at Various Levels of Detail
PDFImproving Scalability in a Scientific Discovery System by Exploiting Parallelism
PDFSelecting Features by Vertical Compactness of Data
PDFSchema Discovery for Semistructured Data
PDFMaximal Association Rules: A New Tool for Mining for Keyword Co-Occurrences in Document Collections
PDFMining Multivariate Time-Series Sensor Data to Discover Behavior Envelopes
PDFKeso: Minimizing Database Interaction
PDFAutomated Discovery of Active Motifs in Three Dimensional Molecules
PDFAn Interactive Visualization Environment for Data Exploration
PDFSIPping from the Data Firehose
PDFA Visual Interactive Framework for Attribute Discretization
PDFKDD Process Planning
PDFUsing General Impressions to Analyze Discovered Classification Rules
PDFA Guided Tour through the Data Mining Jungle
PDFFrom Large to Huge: A Statistician’s Reactions to KDD and Data Mining
PDFBayesian Inference for Identifying Solar Active Regions
PDFBeyond Concise and Colorful: Learning Intelligible Rules
PDFFast and Intuitive Clustering of Web Documents
PDFA Unified Notion of Outliers: Properties and Computation
PDFOptimal Multiple Intervals Discretization of Continuous Attributes for Supervised Learning
PDFComputing Optimized Rectilinear Regions for Association Rules
PDFFast Committee Machines for Regression and Classification
PDFDensity-Connected Sets and their Application for Trend Detection in Spatial Databases
PDFWhy Does Bagging Work? A Bayesian Account and its Implications
PDFKnowledge Discovery in Integrated Call Centers: A Framework for Effective Customer-Driven Marketing
PDFDiscovering Trends in Text Databases
PDFDeep Knowledge Discovery from Natural Language Texts
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