Artificial Inteligence in Security

Type of study	Bachelor
Language of instruction	Czech
Code	050-0541/01
Abbreviation	UIvB
Course title	Artificial Inteligence in Security
Credits	4
Coordinating department	Department of Civil Protection
Course coordinator	doc. Ing. Pavel Šenovský, Ph.D.

Subject syllabus

1. Introduction – Short History
2. Generative AI and road to AGI
3-4. Introduction to Object Analysis using UML Language
5. Expert Systems
6. Neural Networks and its Adaptation
7. Prediction and its Usage
8. Neural Networks for Classification Problems
9. Neural Networks for Image Recognition
10. Case Studies of Neural Networks Usage
11. Cellular Automata
12. Multi-Agent Systems
13. Genetic Algorithms

E-learning

textook and other study materials for the course are available in LMS system.

Literature

Russell, S.J., Norvig, P. Artificial intelligence: a modern approach. 3rd ed., Pearson new international ed. Harlow: Pearson, c2014. Pearson custom library. ISBN 978-1-292-02420-2.
R: The R Project for Statistical Computing [online]. [cit. 2018-09-4]. Dostupné z: https://www.r-project.org/

Advised literature

Haykin, S.S. Neural networks and learning machines. 3rd ed., Pearson international ed. Upper Saddle River: Pearson, c2009. ISBN 978-0-13-129376-2.
Dreyfus, G. Neural networks: methodology and applications. Berlin: Springer, c2005. ISBN 3-540-22980-9.

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