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Intelligent Systems
University Babes-Bolyai
Faculty of Mathematics and Computer Science
| Application Deadline: | September 10 (EU); September 1 (Non-EU) | ||
| Annual Tuition Fee: | ≈ € 710 - ≈ € 2,410 (non-EEA) | ||
| Location: | Cluj-Napoca / Romania / View location on map ▾ Hide location on map ▴ | ||
| Duration: | 24 months | Start Date: | October |
| Educational Form: |
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| Education Variants: |
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| Credits (ECTS): | 120 | ||
| Languages: | English | ||
Location of University Babes-Bolyai
Programme objectives:
* to provide students with in-depth knowledge about the basic principles, techniques and applications in Machine Learning and Natural Computation (genetic programming, evolutionary computation, decision support systems);
* to introduce students to advanced data mining methods;
* to inform students about unconventional computing methods;
* to present a broad range of methods for knowledge representation and processing;
* to discover the underlying formal structure of knowledge and to derive knowledge;
* to study distributed artificial intelligence;
* to adopt simulation as a method for the validation of real phenomena;
* to offer students the opportunity to contribute to the development of a new framework for teaching.
Course aimed at: graduates in Computer Science, Computers, Mathematics, Physics, Chemistry and Engineering.
Partner faculties: Faculty of Physics, Faculty of Chemistry and Chemical Engineering, Faculty of Geography (Babes-Bolyai University).
Type of master’s programme: research.
Contents
The master studies represent the second cycle of the university studies. The MA programmes enable the students to further their research into a specific domain and they prepare the way towards their applying for the doctoral programmes. A master's degree corresponds to a two-year postgraduate program (120 ECTS credits, 30 ECTS in each semester). The curriculum of a master´s programme provides 14-16 hours a week. There are 4-6 disciplines in each semester.
Core disciplines:
Evolutionary Algorithms; Machine Learning; Advanced Methods for Data Mining; Knowledge Discovery in Wide Area Networks; Evolutionary Computation for Complex Problem Solving; Knowledge-Based Systems and Language Technology; Unconventional Computing in Solving Real-World Problems; Knowledge Discovery and Web Semantics; Cooperative Intelligent Agents; Genetic Programming and Applications; Research Methodology in Computer Science; Data Mining; Decision Support Systems; Software Architecture; Computational Approaches to Complex Systems and Natural Language Semantics; Research Project in Intelligent Systems; Framework Design; Validation of Simulation.
Thesis
The completion of master studies assumes a dissertation corresponding to 20 credits, beyond the 120 credits of the curriculum.
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Requirements
Selection criteria
Admission requirements: overall undergraduate average grade.
Admission procedure
Non-EU citizens can enroll at Babes-Bolyai University based on the letter of acceptance delivered by the Ministry of Education, Research and Innovation without having to pass an admission exam. Foreign applicants who want to enroll at Babes-Bolyai University as self sponsored students have two choices:
1. Submit their documents to the Department of European Affairs and International Relations within the Ministry of Education, Research and Innovation (28-30, Gen. Berthelot Street, 010168 Bucharest, Romania, Phone no:+40 21 405 62 00).
2. Submit their documents directly to Babes-Bolyai University, Centre for International Cooperation (68 Avram Iancu St., 400083 Cluj-Napoca, Phone no:+40 264 429 762 ext 6023).
Self-sponsored EU citizens follow the same admission procedures as Romanian citizens. A precondition for application is the recognition of the study certificates (high school, BA) by the Romanian Ministry of Education, Research and Innovation. Our office can assist EU citizens in gettingthis recognition, by collecting and sending their files further to the Ministry of Education, Research and Innovation.
Documents necessary for admission at Master´s Level:
* Certified copy of the following documents translated into Romanian/English/ French or German, in case the originals are not written in one of the languages mentioned above:
a) High-school graduation diploma
b) Bachelor's Degree diploma
c) Birth certificate
d) Marriage certificate (if the applicant's last name changed subsequent to marriage)
e) Transcript of Records for university studies at graduate level
* Medical certificate
* Passport copy
* Four passport-size photographs
* Application form
Additional Requirements
| Minimal degree required: | Bachelor's degree |
| Minimal amount of work experience | Not specified |
Ask a Question
You can contact Prof. Dan Dumitrescu to ask a question about Intelligent Systems at University Babes-Bolyai.
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