User:Rkrish67/Books/Data Mining

Data Mining

 * Data mining
 * Machine learning
 * Pattern recognition


 * Knowledge Representation and learning algorithms
 * Knowledge representation and reasoning
 * Supervised learning
 * Unsupervised learning
 * Reinforcement learning
 * Decision tree
 * Information gain in decision trees
 * Pruning (decision trees)
 * Grafting (decision trees)
 * Decision tree learning
 * Decision rule
 * Statistical classification
 * Learning Vector Quantization
 * Incremental decision tree
 * Decision stump
 * Alternating decision tree
 * CHAID
 * Neural network
 * Random neural network
 * Spiking neural network
 * Linear regression
 * Logistic regression
 * Outline of regression analysis
 * Principal component regression
 * Nearest neighbor
 * Receiver operating characteristic
 * Generalized additive model
 * Additive model
 * Sparse PCA
 * Projection pursuit
 * Genetic algorithms
 * Support vector machines


 * Clustering
 * Data clustering
 * Cluster analysis
 * Numerical taxonomy
 * Nearest centroid classifier
 * Categorization
 * Document clustering
 * Consensus clustering
 * Hierarchical clustering
 * RapidMiner


 * Association rule mining
 * Association rule learning
 * Apriori algorithm
 * Sequence mining
 * Association rule
 * Market basket analysis


 * Data warehousing
 * Data mart
 * Data warehouse
 * Data cleaning
 * Missing data
 * Extract, transform, load
 * Analytic applications
 * Data warehousing
 * Operational system
 * Semantic warehousing
 * Data quality assurance
 * Online analytical processing
 * Online transaction processing
 * OLAP cube
 * Data cube
 * Snowflake schema
 * SAP HANA
 * Business analytics
 * SAS (software)
 * Vertica


 * Advanced Topics
 * Text mining
 * Biomedical text mining
 * Relational data mining
 * Software mining
 * Structure mining
 * Web mining
 * Spatial database
 * Geomatics engineering
 * Spatiotemporal database
 * Data stream mining
 * Evolutionary data mining
 * Data visualization
 * Information science
 * Sequence labeling
 * Statistical inference
 * Inductive logic programming
 * Bayesian network
 * Bayesian inference