1. Course Outline (6 Weeks) for Professor K.H Wong
Features from sound
Vector quantization
Can be used in many different applications
Dynamic program
Can be used for speech recognition and many applications
Pitch extraction for music signal analysis
Can be used for building music recommendation system, music data base analysis
Face detection
AdaBoost– a classification technique, can be used in many A.I. fields.
Artificial Neural networks
Back-propagation networks, CNN, RNN, LSTM etc.
Support vector machine SVM (optional)
Overview of CMSC5707

2. Course Outline (6 Weeks) for Professor K.S. Leung
Introduction to Expert System
Introduction to Fuzzy Logic
Fuzzy Expert Systems & Shell
Inference Engine
Linguistic Approximation
Fuzzy Query (Databases)
Applications
Fuzzy Control
Introduction to Genetic algorithm
Applications of Deep Learning (Neural Networks)