Muhammad Imtiaz Hossain

B. Sc. and M. Sc. (Computer Science)
Research Assistant
Office of International Cooperation,
King Fahd University of Petroleum & Minerals
Dhahran 31261, Saudi Arabia.

Research Interest

• Data Mining and Machine Learning.
• Hybrid and Ensemble of Computational Intelligence (CI) Modeling.
• Optimization of Hybrid/Ensemble CI Models.
• Petroleum Reservoir Crude Oil & Rock Properties Characterization, Well Placement Optimization, Drilling Optimization, etc.
• Clinical Decision Support Systems for Disease Identification (Cancer, Diabetes, etc.).
• Bioinformatics, Medical Image Processing, Pattern Recognition, etc.

Teaching Interest

I feel exalted to devote myself in the field of academics by improving my teaching skills. The qualitative teachings would be more impressing and convincing if I get an opportunity to teach the courses like basic programming language courses (Java, C, C++ and Fortran), Artificial Intelligence, Soft Computing, Database Design, etc.

Artificial Intelligence (AI) Expertise

Artificial Neural Network (ANN), Support Vector Machines/Regression (SVM/SVR), Adaptive Neuro Fuzzy Inference System (ANFIS), Fuzzy Logic (FL), Type-II Fuzzy Logic (T2FL), Group Method of Data Handling (GMDH), Clustering and Optimization Algorithms to solve various Classification and Prediction problems.

AI Toolbox Experience: MATLAB, DTREG, WEKA, GMDH based Abductive Network Tools, etc.