Artificial Intelligence Techniques for Rational Decision Making

• Κύριος συγγραφέας: Marwala, Tshilidzi (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: Advanced Information and Knowledge Processing,
• Θέματα: Computer science.; Operations research.; Decision making.; Artificial intelligence.; Computer graphics.; Statistics.; Computational intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Operation Research/Decision Theory.; Computer Imaging, Vision, Pattern Recognition and Graphics.

Develops insights into solving complex problems in engineering, biomedical sciences, social science and economics based on artificial intelligence. Some of the problems studied are in interstate conflict, credit scoring, breast cancer diagnosis, condition monitoring, wine testing, image processing a...

Πίνακας περιεχομένων:

• Introduction to Rational Decision Making
• Casual Function for Rational Decision Making: Application to Militarized Interstate Disputes
• Correlation Function for Rational Decision Making: Application to Epileptic Activity
• Missing Data Approaches for Rational Decision Making: Application to Anecdotal Data
• Rational Counterfactuals and Decision Making: Application to Interstate Conflict
• Flexibility-Bounded Rationality in Interstate Conflict
• Filtering Irrelevant Information for Rational Decision Making
• Group Decision Making
• Conclusion
• Appendix A: Fourier Transform, Wavelet Transform, Modal Properties and Pseudo-Modal Energies
• Appendix B: Committee of Networks.