030-0065/01 – Security Informatics III (BI3)
| Gurantor department | Department of Fire Protection | Credits | 5 |
| Subject guarantor | doc. Ing. Pavel Šenovský, Ph.D. | Subject version guarantor | doc. Ing. Pavel Šenovský, Ph.D. |
| Study level | undergraduate or graduate | Requirement | Compulsory |
| Year | 1 | Semester | winter |
| | Study language | Czech |
| Year of introduction | 2006/2007 | Year of cancellation | 2010/2011 |
| Intended for the faculties | FBI | Intended for study types | Follow-up Master |
Subject aims expressed by acquired skills and competences
basic knowledge in the area of SCADA systems
synthesis of knowledge in the area of the data mining
Teaching methods
Lectures
Tutorials
Project work
Summary
As part of the lectures, the students will acquaint themselves with
possibilities of information technologies (IT) usage for information data mining
from data stores as useful information source for effective decision making.
Students will also learn basics of industrial automatization.
Compulsory literature:
Berka, P.: Dobývání znalostí z databází. Academia: Praha 2003, 366 str., ISBN
80-200-1062-9
Šenovský, P.: Bezpečnostní informatika 3. 1. vydání, skriptum, VŠB - Technická univerzita Ostrava: Ostrava 2010, 80 str., dostupné z WWW <http://prometheus.vsb.cz/> [cit. 2010-06-28]
Recommended literature:
Additional study materials
Way of continuous check of knowledge in the course of semester
E-learning
Other requirements
Design of simple visualization of the technological process.
Prerequisities
Subject has no prerequisities.
Co-requisities
Subject has no co-requisities.
Subject syllabus:
1. Introduction to Safety informatics III
2. Data mining
3. Data classification
4. Decision rules
5. Decision trees and associative analysis
6. Bayes' theorem and its application
7. Neural networks and data mining
8. Evolutional algorithms and data mining
9. Introduction to industrial automatisation
10. SCADA and its usage
11. Real-time databases and data processing in industrial systems
12. Safety aspects of SCADA usage
13. Actual risks in the area of industrial automatisation
Conditions for subject completion
Occurrence in study plans
Occurrence in special blocks
Assessment of instruction