Text mining and visualization case studies using open-source tools

Table of Contents: “…Social Media Analysis -- Text Mining Meets Network Mining; III: Python; 5. Mining Unstructured User Reviews with Python; 6. …”

Data and text mining a business applications approach by Miller, Thomas W. 1955-

Web intelligence and security advances in data and text mining techniques for detecting and preventing terrorist activities on the web

Applied predictive analytics principles and techniques for the professional data analyst by Abbott, Dean

Table of Contents: “…Overview of predictive analysis -- Setting up the problem -- Data understanding -- Data preparation -- Item sets and association rules -- Descriptive modeling -- Interpreting descriptive models -- Predictive modeling -- Assessing predictive models -- Model ensembles -- Text mining -- Model deployment -- Case studies…”

Data Mining Concepts, Models, Methods, and Algorithms by Kantardzic, Mehmed

Table of Contents: “…Data-Mining Concepts -- Preparing the Data -- Data Reduction -- Learning from Data -- Statistical Methods -- Decision Trees and Decision Rules -- Artificial Neural Networks -- Ensemble Learning -- Cluster Analysis -- Association Rules -- Web Mining and Text Mining -- Advances in Data Mining -- Genetic Algorithms -- Fuzzy sets and Fuzzy Logic -- Visualization Methods -- Appendix A -- Appendix B: Data-Mining Applications…”

Business intelligence and analytics systems for decision support by Sharda, Ramesh, Dalen, Dursun, Turban, Efraim

Table of Contents: “…Decision making and analytics : an overview -- An overview of business intelligence, analytics and decision support -- Foundations and technologies for decision making -- Descriptive analytics -- Data warehousing -- Business reporting, visual analytics and business performance management -- Predictive analytics -- Data mining -- Techniques for predictive modeling -- Text analytics, text mining and sentiment analysis -- Web analytics, web mining and social analytics -- Prescriptive analytics -- Model-based decision making: optimization and multi-criteria systems -- Modeling and analysis: heuristic search methods and simulation -- Automated decision systems and expert systems -- Knowledge management and collaborative systems -- Big data and future directions for business analytics -- Big data and analytics -- Business analytics : emerging trends and future impacts.…”

Intelligent systems for security informatics

Intelligent systems for security informatics