Software for Data Mining, Analytics,
Data Science, and Knowledge Discovery
- Analytics and Data Mining Suites, supporting classification, clustering, data preparation, visualization, and other tasks.
- Classification software: building models to separate 2 or more discrete classes using
Multiple methods | Decision Tree | Rules | Neural | Bayesian | SVM | Genetic, Rough Sets, Fuzzy Logic and other approaches | Analysis of results, ROC
- Clustering and Segmentation software.
- Social Network Analysis, Link Analysis, and Visualization software
- Statistical Analysis software.
- Text Analysis, Text Mining, and Information Retrieval (IR)
- Visualization software
- Web Analytics software.
- Web Usage Mining: clickstream and log analysis.
- Association rules and market basket analysis
- Audio and Video Mining
- Bayesian and Dependency Networks
- BI (Business Intelligence), Database and OLAP software
- Data Transformation, Data Cleaning, Data Cleansing
- Deviation and Fraud Detection
- Estimation, Regression and Forecasting
- Libraries, Components and Developer Kits for creating embedded data mining applications
- Recommendations software and services.
- Sequential Patterns and Time Series
- Web Content Mining, web scraping, screen scraping.
- Web Searching: search engines, crawlers, and similar software.