SQ&SD IT ISOM DT ADB TCN

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1 MSc in Information Systems ( See Sheet2 for a list of acronyms of courses ) Areas and topics Courses Core Courses (Modules, Subjects) ITHS ISOM DT ADB TCN SQ&SD IT DS KBS MS LEA PWP RMT Elective Courses AMIS Advanced Mathematics for Information Systems AMIS1. Recursive relations 4 4 AMIS2. Computing sums 4 4 AMIS3. Integer number function 2 2 AMIS4. Elementary theory of numbers 2 2 AMIS5. Binomial coefficients 2 2 AMIS6. Special numbers 4 4 AMIS7. Deriving functions 6 6 AMIS8. Theory of probability AMIS9. Mathematical statistics AMIS10. Statistical models AMIS11. Discrete probability AMIS12. Asymptotic methods 1 1 AMIS13. Queuing theory AMIS14. Combinatorial methods AMIS15. Representation of discrete functions AMIS16. Random variable generation AMIS17. Markov models 3 3 ISQ Informatiom Systems & Quality ISQ1. Information and quality 1 1 ISQ2. Systems and quality 1 1 ISQ3. Defect / Fault tolerance and reliability 2 2 ISQ4. Fault-tolelerant system design methods 2 2 ISQ5. Unit, performance and integration testing. 2 2 ISQ6. System testing 2 2 ISQ7. Information measuments 2 2 ISQ8. IS planning 2 2 ISQ9. IS requirements / work flow planning 2 2 AMA ACS MMS AIS DSP BN AISA Total ITH Information Technologies - Hardware ITH1. High peformance machines and special purpose processors ITH2. RISC computers 4 4

2 ITH3. Superscalar processors 3 3 ITH4. VLIW processors 2 2 ITH5. Multiprocessor architectures 4 4 ITH6. Data flow architectures 4 4 ITH7. Client server technologies ITH8. High performance I/O ITH9. Fundamentals of distributed computing systems 4 4 ITH10. Communications support and interaction's protocols ITSP Information Technologies - Software & Programming ITSP1. OS enviroments and recourses 3 3 ITSP2. Recusive algorithms. Connection with mathematical induction ITSP3. Neural networks and genetic algorithms 2 2 ITSP4. IT systems software components 2 2 ITSP5. Advanced programming languages 4 4 ITSP6. Parallel computer systems 2 2 ITSP7. Data parallelism ITSP8. Parallel algorithms MS Modelling and Simulation MS1. Complex dynamic system 3 3 MS2. Structure, system state, behavior 3 3 MS3. Modelling methods and algorithms MS4. Simulation and animation methods 2 2 MS5. Constraints: model and simulation 2 2 MS6. Testing the model adequacy 3 3 MS7. Simulation and animation methods MS8. Validation of simulation models 4 4 MS9. Simulation environments 4 4 MS10. Intelligent modelling and simulation systems 4 4 MS11. Virtual reality 3 3 MS12. Discrete system simulation 3 3 TN Telecommunications and Networks TN1. International telecommunication standards, models and trends TN2. Communication system technology. Transmission media, analog-digital 4 4 TN3. Line configuration. Line and flow control 4 4 TN4. Topologies, medium access control, multiplexing 4 4 TN5. LANs and WANs: topology, gateways, uses, PBXs. INTERNET 4 4 TN6. Passive components and LAN equipment 2 2

3 TN7. LAN technologies 4 4 TN8. Network integration 2 2 TN9. Administration and management of LANs 2 2 TN10. Network configuration, performance analysis and monitoring 2 2 TN11. Network security: encryption, digital signiture, authentication 5 5 TN12. High-speed networks and broadband networks TN13. Emerging networks TN14. Integrated voice, data and video IT InternetTechnologies IT1. Hypertext and hypermedia IT2. Hypermedia authoring systems 6 6 IT3. Programming languages for WEB-based software development IT4. Technology for developing distributed applications 4 4 IT5. Building web applications for E-Commerce IT6. Building web applications for E-Publishing IT7. Building web applications for E-Learning IT8. E-business transactions, processing and management 2 2 MMS Multimedia Systems MMS1. Multimedia information systems 5 5 MMS2. Algorithms for compression and decompression MMS3. Advanced rendering 5 5 MMS4. Computer animation 5 5 MMS5. Virtual reality MMS6. Human-computer interaction aspects of multimedia systems 4 4 MMS7. Networked and distributed multimedia systems 2 KBS A43 Knowledge-Based Systems KBS1. Knowledge representation 1 1 KBS2. Knowledge engeneering 1 1 KBS3. Inference processing 2 2 KBS4. Artificial intelligence planning systems 2 2 KBS5. Natural language and speech recognition 2 2 KBS6. Petri nets 2 2 KBS7. Pattern recognition 2 2 KBS8. Machine learning and neural networks 2 2 KBS9. Intelligent tutoring environments 2 2 KBS10. Basics of fuzzy set theory 2 2 KBS11. Treatment of fuzzy information 2 2

4 KBS12. Decision - making in a fuzzy environment KBS13. Games in fuzzy conditions KBS14. Fuzzy models and algorithms for pattern recognition 2 2 KBS15. Fuzzy logic and knowledge representaition 2 2 ISD Information Systems Development Systems development tools and techniques ISD1. CASE methodologies- software design and objectives ISD2. CASE tools, code generators, GDSS ISD3. IDEF tools and other specification and design tools. 2 2 ISD4. Group-based methods 2 2 ISD5. Software implementation concepts and tools 2 2 Advanced Computer Security ISD6. Security policies 2 2 ISD7. Requirements and risks analysis 4 4 ISD8. Mathematical models for computer security 4 4 ISD9. Cryptographic primitives and techniques 4 4 ISD10. Advanced cryptographic systems 4 4 ISD11. Security of operating systems and computer networks 4 4 ISD12. Security of mobile communications 2 2 ISD13. Database security 4 4 Advanced Database ISD14. Advanced databases and database services. New context ISD15. Special purpose database technologies 7 7 ISD16. Database machines and servers. 4 4 ISD17. Data and database administration 4 4 ISD18. Data dictionary, encyclopedia and repository ISD19. Information retrievel. Internet tools. Image processing. 4 4 ISD20. Industrial applications and experience 6 6 Digital Signal Processing ISD21. High performance signal processing architectures 4 4 ISD22. Mixed-signal design and analysis 5 5 ISD23. Image processing hardware design 5 5 ISD24. Image and video compression 5 5 ISD25. VLSI array structures for digital signal processing 4 4 ISD26. Application in speech, image ect. signal processing 7 7 Vision and Imaging ISD27. Coding and Information theory 2 2 ISD28. Theoretical problems of image synthesis and analysis 6 6 ISD29. 3D modelling 4 4

5 ISD30. 3D rendering 4 4 ISD31. 3D animation 4 4 ISD32. Virtual reality 4 4 ISD33. Graphic communication 2 2 GOT General Organization Theory GOT1. Hierarchical and flow models of organization 2 2 GOT2. Organizational work groups 2 2 GOT3.Organizational span. Single user. Work group. Team. Enterprise. Global 4 4 GOT4. Role and effect of IS on organizational structure. 2 2 GOT5. Software sales, licensing and agency 6 6 GOT6. Contract and privacy law 6 6 GOT7. Ethics and protection of intellectual propetry rights 6 6 GOT8. IS society and ethics 1 1 GOT9. IS Strategic component 4 4 GOT10. IS Types 2 2 GOT11. Models, organization and relations to IS 1 1 DM Decision Making DM1. Decision making. Simon model 4 4 DM2. Personal goals and decisions DM3. Personal. Cognitive process 6 6 DM4. Measurement and modeling 1 1 DM5. Decisions under certainty, uncertainty, risk 3 3 DM6.Value of information and IS DM7. Decision models and IS DM8. Group decision process 2 2 ISM Information System Management ISM1. IS Planning. Aligment. Strategic. Short range. Re-engineering ISM2. IS development and management ISM3. Control of the IS function. 2 2 ISM4. IS management of IS function 2 2 ISM5. Staffing and human resorce management 2 2 ISM6. IS functional structures 4 4 ISM7. Distributed resources management 4 4 ISM8.Security management ISM9. Managing IS as a business and service function ISM10. Managenent of sub-structures 3 3 ISM11. Security and control, viruses and systems integrity

6 AIS Applied Information Systems AIS1. Company information systems 3 3 AIS2. Marketing systems 3 3 AIS3. Investment and crediting systems 2 2 AIS4. Finance and accountancy systems 2 2 AIS5. Transaction information systems 2 2 AIS6. Office systems 2 2 AIS7. Electronic document management systems 2 2 Total hours

7 Type Core Elective MSc in Information Systems Acronym Course ( Module, Subject ) Name ITHS IT Hardware and Software ISOM IS Organization and Management DT Decision Theory ADB Advanced Database TCN Telecommunication and Networks SQ&D Systems, Quality and Development of IS IT Internet Technologies DS Distributed Systems KBS Knowledge-based Systems MS Modelling and Simulation LEA Legal and Ethical Aspects PMP Project Management and Practice RMT Research and Master Thesis AMA Advanced Mathematics for IS ACS Advanced Computer Security MMS Multimedia Systems AIS Applied Information Systems DSP Digital Signal Processing BN Broadband Networks AISA Advanced Image Synthesis and Analysis