一、特征选择
二、分类方法
三、决策树
四、人工神经网络与遗传算法
五、支持向量机
六、图论与聚类方法
其它（待补）
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一、特征选择
[PPT]Feature Selection for Classification
[PPT]Feature Selection for Classification M.Dash, H.Liu
[PPT]Classification and Feature Selection
[PPT]Feature Saliency in Unsupervised Learning
[PPT]Feature Selection/Extraction for Classification Problems
[PPT]Dynamic Integration of Data Mining Methods Using Selection in a ...
[PPT]Data Visualization and Feature Selection: New Algorithms for ...
[PPT]Robust feature selection by mutual information distributions
[PPT]Dimensions
[PPT]WEKKEM: a study in Fractal Dimension and Dimensionality Reduction
二、分类方法
[PPT]Taxonomy Classification
[PPT]Linear Methods for Classification
[PPT]Deive Statistics
[PPT]Combining Classical Statistics and Data Mining in Tactical ...
[PPT]Enhanced classification using hyperlinks
[PPT]Classification Algorithms
[PPT]Classification
[PPT]Reading Report on “The Foundations of Cost-Sensitive Learning ...
[PPT]Classification and Prediction (3)
[PPT]4.3 Classification of Fuzzy Relation
[PPT]Classification & Data Mining
[PPT]Machine learning for classification
[PPT]Heuristic Search
[PPT]Comparing Classification Methods
[PPT]A Practical Algorithm to Find the Best Episode Patterns
[PPT]Taxonomy of Data-Mining/Knowledge Discovery Tasks
[PPT]Mining Frequent Patterns Without Candidate Generation
[PPT]KNOWLEDGE AND REASONING
[PPT]Comparisons of Capabilities of Data Mining Tools
[PPT]Uncertainty Reduction in Data Mining: A Case study for Robust ...
[PPT]Visualizing and Exploring Data
[PPT]An Integrated Approach to Decision Making under Uncertainty UCLA ...
[PPT]Mining Unusual Patterns in Data Streams: Methodologies and ...
[PPT]Learning: Nearest Neighbor
[PPT]Structured Principal Component Analysis
[PPT]Machine Learning through Probabilistic Models
[PPT]Advances in Bayesian Learning
[PPT]Using Discretization and Bayesian Inference Network Learning for ...
[PPT]Bayesian Optimization Algorithm, Decision Graphs, and Occam’s ...
[PPT]Bayesian Inference
[PPT]Text Mining Technique Overview and an Application to Anonymous ...
[PPT]Improving Text Classification Accuracy by Augmenting Labeled ...
[PPT]Text Mining Technique Overview and an Application to Anonymous ...
[PPT]Fast and accurate text classification
[PPT]On feature distributional clustering for text categorization
[PPT]Hierarchical Classification of Documents with Error Control
[PPT]A Study of Smoothing Methods for Language Models Applied to ...
三、决策树
[PPT]Decision Trees
[PPT]Decision Tree Classification
[PPT]Induction and Decision Trees
[PPT]AN INTRODUCTION TO DECISION TREES
[PPT]Decision Tree Construction
[PPT]Decision Tree Learning II
[PPT]Decision Tree Learning
[PPT]Decision trees and Rule-Based systems
[PPT]Learning with Identification Trees
[PPT]Decision Tree Post-Prunning Methods
[PPT]Decision Trees that Maximise Margins
[PPT]Introduction to Noise Handling in Decision Tree Induction
[PPT]A Fuzzy Decision Tree Induction Method for Fuzzy Data
[PPT]Fuzzy decision tree for continuous classification
[PPT]Artificial Intelligence Machine Learning I – Decision Tree ...
[PPT]OCToo: A Decision Tree Program
[PPT]Packet Classification using Hierarchical Intelligent Cuttings
[PPT]Rule Induction Using 1-R and ID3
[PPT]Inferring Rudimentary Rules
[PPT]Deriving Classification Rules
四、人工神经网络与遗传算法
[PPT]Neural Networks
[PPT]Artificial Neural Networks
[PPT]Neural Networks: An Introduction and Overview
[PPT]Evolving Multiple Neural Networks
[PPT]Introduction to Neural Networks
[PPT]Training and Testing Neural Networks
[PPT]Neuro-Fuzzy and Soft Computing
[PPT]A Comparison of a Self-Organizing Neural Network Vs. Traditional ...
[PPT]Breast Cancer Diagnosis via Neural Network Classification
[PPT]Effective Data Mining Using Neural Networks
[PPT]Machine learning and Neural Networks
[PPT]Artificial Neural Networks in Image Analysis
[PPT]Neural Miner
[PPT]Minimal Neural Networks
[PPT]Learning with Perceptrons and Neural Networks
[PPT]Feature Selection for Intrusion Detection Using SVMs and ANNs
[PPT]Artificial Neural Networks: Supervised Models
[PPT]Optimal linear combinations of Neural Networks
[PPT]Artificial Neural Networks for Supervised Learning in Data Mining
[PPT]Neural Computing
[PPT]Using Neural Networks for Clustering on RSI data and Related ...
[PPT]Classification and diagnostic prediction using artificial neural ...
[PPT]Continuous Hopfield network
[PPT]SURVEY ON ARTIFICIAL IMMUNE SYSTEM
[PPT]Data Mining with Neural Networks and Genetic Algorithms
[PPT]Fuzzy Systems, Neural Networks and Genetic Algorithms
[PPT]Evolving Multiple Neural Networks
[PPT]Genetic Algorithms
[PPT]Multi-objective Optimization Using Genetic Algorithms. ...
[PPT]Performance of Genetic Algorithms for Data Classification
[PPT]Evolutionary Algorithms
[PPT]Basic clustering concepts and clustering using Genetic Algorithm
