D. Binu,
B.R. Rajakumar
Artificial Intelligence in Data Mining
Theories and Applications
Paperback Engels 2021 9780128206010Levertijd ongeveer 9 werkdagen
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Samenvatting
Artificial Intelligence in Data Mining: Theories and Applications offers a comprehensive introduction to data mining theories, relevant AI techniques, and their many real-world applications. This book is written by experienced engineers for engineers, biomedical engineers, and researchers in neural networks, as well as computer scientists with an interest in the area.
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Inhoudsopgave
<p>1. Introduction<br>2. Intelligence Methods for Data Mining Tasks<br>3. Unsupervised Learning Methods for Data Clustering<br>4. Heuristic Methods for Data Clustering<br>5. Deep Learning Methods for Data Classification<br>6. Neural Networks for Data Classification<br>7. Application of Artificial Intelligence in the Perspective of Data Mining<br>8. Biomedical Data Mining for Improved Clinical Diagnosis<br>9. Satellite Data: Big Data Extraction and Analysis<br>10. Advancement of Data Mining Methods for Improvement of Agricultural Methods and Productivity<br>11. Advanced Data Mining for Defense and Security Applications</p>
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