Artificial Intelligence in Bioinformatics: From Omics Analysis to Deep Learning and Network Mining (Paperback)

PART I Artificial Intelligence Methods 1. Artificial Intelligence 2. Machine Learning 3. Knowledge and Reasoning 4. Data Mining 5. Text Mining 6. Data Science 7. Neural Networks 8. Intelligent Agents 9. Emergent issues

PART II Artificial Intelligence in Bioinformatics 10. Sequence analysis 11. Structure analysis 12. Functional analysis 13. Omics analysis 14. Integrative bioinformatics 15. Metabolic networks analysis 16. Reasoning in bioinformatics 17. Explainable models in bioinformatics 18. Knowledge extraction from scientific texts

PART III Emerging Applications of AI-Boosted Bioinformatics in Life Sciences 19. Biomarker discovery 20. Pharmacogenomics 21. Sentiment Analysis (for Telemedicine applications) 22. Topic Extractions (in Psychology) 23. Functional Enrichment Analysis