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Information Technology

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Academic Staff

Professor

  1. Application of Machine Learning to Network Intrusion Detection Systems
  2. Application of Few-Short Learning to Sevice Assuarance of LTE Networks
  3. Application of Bayesian Model for Traffic Forecast
  4. Trajectory Data Mining for Spatio-Temporal Human Mobility
  1. 1) Nonlinear theory and its applications
  2. 2) Swarm optimization and Evolutionary computation
  3. 3) Analysis and Application of Machine Learning Theory
  1. 1. Cyber-Physical Systems, Embedded Systems, Distributed Systems, Real-Time Systems
  2. 2. Software Engineering
  1. 3D display
  2. Augmented Reality
  3. Image Processing
  4. Artificial Intelligence
  5. Remote control and automatic control
  1. (1) HCI
  2. (2) AI
  1. (1) Computational neuroscience
  2. (2) Biological signal processing.
  3. (3) Behavioral analysis.
  1. Audio Chord Estimation
  2. Semantic Segmentation of Image
  1. 1. Computer graphics
  2. 2. Virtual reality
  3. 3. Image processing
  4. 4. Image recognition
  5. 5. Medical applications
  1. (1) Social issue solving
  2. (2) Global governance scheme building
  1. (1) Real time Scheduling Algorithm
  2. (2) Heuristic Algorithm
  1. (1) Advanced control system design
  2. (2) Diagnosis and Monitoring based on biosignal processing
  1. (1) Optimization algorithms
  2. (2) Neural Networks
  3. (3) Chaotic Circuits
  1. (1) Color/gray-scale image enhancement
  2. (2) Underwater image processing

Associate Professor

  1. (1) Color Naming
  2. (2) Color Manipulation
  3. (3) Image Processing
  4. (4) Image Recognition
  1. (1) Superconductive electronics
  2. (2) Stochastic computing-based deep-learning accelerator
  1. Linear code ensemble, decision feedback, mismatched decoding, regular channel, single letter exponent
  1. Computational science
  2. numerical analysis
  3. mathematical optimization

Lecturer

  1. (1) Unknown word recognition
  2. (2) Emotion/polarity estimation
  1. (1) Control Engineering
  2. (2) Control Theory
  3. (3) Robotics
  1. (1) Evolutionary Computation
  2. (2) Artificial Inteligence of various fields
  1. (1) UI/UX
  2. (2) Usabirity , Safety and Security

Assistant Professor

  1. (1) Asynchronous logic desgin
  2. (2) Design automation