Artificial Intelligence in Data Mining: Theories and Applications

ISBN-13: 9780128206010 / Angielski / Miękka / 2021 / 270 str.

D. Binu; B. R. Rajakumar

Spis treści

1. Introduction 2. Intelligence Methods for Data Mining Tasks 3. Unsupervised Learning Methods for Data Clustering 4. Heuristic Methods for Data Clustering 5. Deep Learning Methods for Data Classification 6. Neural Networks for Data Classification 7. Application of Artificial Intelligence in the Perspective of Data Mining 8. Biomedical Data Mining for Improved Clinical Diagnosis 9. Satellite Data: Big Data Extraction and Analysis 10. Advancement of Data Mining Methods for Improvement of Agricultural Methods and Productivity 11. Advanced Data Mining for Defense and Security Applications