Research Areas of (1) Deep Learning and Machine Intelligence
1) Deep learning and neural networks for computer vision, and natural language processing
2) Topic modeling, probabilistic graphical models for sequential data and dynamic systems,
3) Meta-heuristic algorithms, reinforcement learning, game algorithms, knowledge engineering
4) Parallel computation for AI systems with GPU programing, OpenMPI, and OpenMP
5) Requirement: Familiar with programming languages and fundamental theories in computer science
Research Areas of (2) Big Data and Data Mining
1) Big data processing framework and platform: Hadoop MapReduce, Spark, Hadoop cluster
2) Data mining algorithms, Data visualization, Practical big data analysis for scientific and industrial data
3) Pattern mining and intelligent services for IoT(Internet of Things) and Stream data
4) Big data modeling and big data quality management
5) Requirement: Familiar with programming languages and fundamental theories in computer science
Desired skills and experience
1) Graduated or will graduate with a master degree in the major areas of Computer Science, Information Science, and other IT related majors)
2) Must have IBT score of 80 (IELTS 6.0) or higher. (You can submit later)
3) Must have superior GPA
4) Must have excellent research skills and strong motivation towards Ph.D.
5) Must have good publication from M.S. research.
For more information please visit the following link:
PhD Positions, Chungbuk National University, South Korea (2019)