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Graduate School Of Natural And Applied Sciences Doctor of Philosophy Programme in Information Systems Engineering

Qualification Awarded

Specific Admission Requirements

Qualification Requirements

Recognition of Prior Learning

History

Profile of the Programme

Program Outcomes

Exam Regulations & Assesment & Grading

Graduation Requirements

Occupational Profiles of Graduates

Access to Further Studies

Mode of Study

Programme Director

ECTS Coordinator

Course Structure Diagram with Credits

1. Year - 1. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM5533 Algorithms Based on Swarm Intelligence Elective 3 0 6
BSM5535 Big Data and Business Intelligence Elective 3 0 6
BSM5537 New Trends In Wireless Sensor Networks Elective 3 0 6
BSM5539 Advanced Mathematics for Engineers I Elective 3 0 6
BSM5541 Automated Machine Learning Elective 3 0 6
BSM5543 Big Data Analytics and Management Elective 3 0 6
BSM5545 Semantic Web Engineering Elective 3 0 4
BSM5547 Computer Applications of Medical Imaging Methods Elective 3 0 6
BSM5549 Advanced Natural Language Processing Elective 3 0 6
BSM5551 Software Quality Management Elective 3 0 6
BSM5553 Blockchain Technologies And Applications Elective 3 0 6
BSM5555 Digital Image Processing Theory and Applications Elective 3 0 6
BSM5557 Expert Systems and Soft Computational Intelligence Elective 3 0 6
BSM5559 Digital Transformation: Management, Technology and Organization Elective 3 0 6
BSM5561 Knowledge-Based Expert Systems Elective 3 0 6
BSM5563 Advance Probability for Discrete Systems Elective 3 0 4
BSM5565 Advanced Software Engineering Elective 3 0 6
BSM6001 Current issues in Information Systems Engineering Required 3 0 6
BSM6701 Special Studies Required 4 0 6
FBE5090 Research Methods and Scientific Ethics Required 2 0 2
       
1. Year - 2. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM5538 Explainable Machine Learning Systematics Elective 3 0 6
BSM5540 Fundamentals of IT Philosophy Elective 3 0 6
BSM5542 Advanced Algorithm Elective 3 0 6
BSM5544 Analytical Modeling and Performance Analysis of Computer Networks Elective 3 0 6
BSM5546 Intelligent Autonomous Systems Elective 3 0 6
BSM5548 Evolutionary Computing Elective 3 0 6
BSM5550 Intelligent Biometric Systems Elective 3 0 6
BSM5552 Operational Decision Making Models Elective 3 0 6
BSM5554 Graph Theory in Computer Applications Elective 3 0 6
BSM5556 Geographic Data Processing Elective 3 0 6
BSM5558 Software Testing and Analysis Elective 3 0 6
BSM5560 Statistical Analysis and Methods in Health Informatics Elective 3 0 6
BSM5562 Queueing Theory and Its Applications Elective 3 0 6
BSM5564 Evolutionary Computing Elective 3 0 6
BSM5566 Embedded Systems And Instrumentation Elective 3 0 6
BSM5568 Big Data and Business Intelligence Elective 3 0 6
BSM5570 Advanced topics in Medical Systems and Telemedicine Elective 3 0 6
BSM5572 Advanced Topics in Biomedical Instrumentation Elective 3 0 6
BSM5574 Advanced Mathematics for Engineers II Elective 3 0 6
BSM6002 Deep Learning Methods and Applications Required 3 0 6
BSM6090 Seminar Required 0 2 6
BSM6702 Special Studies Required 4 0 6
FBE5500 Project development and Management Elective 3 0 6
       
2. Year - 1. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM6703 Special Studies Required 4 0 6
BSM6810 Preparation for Qualifying Exam Required 0 0 24
       
2. Year - 2. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM6704 Special Studies Required 4 0 6
BSM6811 Ph.D. Thesis Proposal Required 0 0 24
       
3. Year - 1. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM6705 Special Studies Required 4 0 6
BSM6812 Ph.D.Thesis (1. TİK) Required 0 0 24
       
3. Year - 2. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM6706 Special Studies Required 4 0 6
BSM6813 Ph.D.Thesis (2. TİK) Required 4 0 24
       
4. Year - 1. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM6707 Special Studies Required 4 0 6
BSM6814 Ph.D.Thesis (3. TİK) Required 0 0 24
       
4. Year - 2. Term
Course Unit Code Course Unit Title Course Type Theory Practice ECTS Print
BSM6708 Special Studies Required 4 0 6
BSM6815 Ph.D.Thesis (Thesis Defence) Required 0 0 24
       
 

Evaluation Questionnaires

Course & Program Outcomes Matrix

1. Year - 1. Term
1. Year - 2. Term
2. Year - 1. Term
2. Year - 2. Term
3. Year - 1. Term
3. Year - 2. Term
4. Year - 1. Term
4. Year - 2. Term
 

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