At İTÜ AI, we are conducting research and development activities in basic sciences and applied sciences.
Regarding basic sciences, we plan to conduct research on the theory of artificial intelligence, machine learning theory, algorithm design and implementation for deep learning and optimization, statistical modelling, decision making under uncertainty, graph theory, and modelling and simulation. We are also conducting multidisciplinary research with pioneering researchers in the field of cognitive science, sociology, and architecture.
AI Basic Science Areas
Machine Learning
Deep Learning
Optimization
Statistical Modelling
Graph Analysis
Data Science & Mining
Decision Making Under Uncertainty
AI Basic Science Areas
- Computer Vision
- Natural Language Processing
- Software Quality
- Signal Processing
- Computer Security
- Computer Networks
- Robotics
- Human Computer Interaction
- Parallel & Distributed Computing
- Cloud Computing
- Smart Cities
- Autonomous Systems
- Financial Analytics
- Data Analytics & Prediction Models
- Defence Technologies
- Game and Media
- Agriculture Information Systems
- Operations Research
- Other Applied Sciences