Andrew Kusiak

Research Highlights

Research Links:
Intelligent Systems Laboratory
Knowledge Discovery Clinic

Joined the College of Engineering: 1988

Education:
Ph.D. in Operations Research, Polish Academy of Sciences (1979)
M.S. in Mechanical Engineering, Warsaw University of Technology (1974)
B.S. in Precision Engineering, Warsaw University of Technology (1972)

Special Fields of Knowledge:
Computational Intelligence, Manufacturing, Engineering Design, Operations Research

Prsent Research Interests:
Data mining; computational intelligence; optimization; energy systems; healthcare systems; engineering design; manufacturing; and process modeling.

Selected Publications:
A. Kusiak and Z. Song, Combustion Efficiency Optimization and Virtual Testing: A Data-Mining Approach, IEEE Transactions on Industrial Informatics, Vol. 2, No. 3, 2006, pp. 176-184.

A. Kusiak, Data Mining: Manufacturing and Service Applications, International Journal of Production Research, Vol. 44, No. 18-19, 2006, pp. 4175-4191.

J.A. Harding, M. Shahbaz, S. Srinivas, and A. Kusiak, Data Mining in Manufacturing: A Review, ASME Transactions: Journal of Manufacturing Science and Engineering, Vol. 128, No. 4, 2006, pp. 969-976.

A. Kusiak and S. Shah, A Data-Mining-Based System for Prediction of Water Chemistry Faults, IEEE Transactions on Industrial Electronics, Vol. 53, No. 2, 2006, pp. 593-603.

A. Kusiak, C.A. Caldarone, M.D. Kelleher, F.S. Lamb, T.J. Persoon, and A. Burns, Hypoplastic Left Heart Syndrome: Knowledge Discovery with a Data Mining Approach, Computers in Biology and Medicine, Vol. 36, No. 1, 2006, pp. 21-40.

Active Scientific and Professional Society Memberships:
American Association of Artificial Intelligence (AAAI); Institute of Industrial Engineers (IIE); Institute of Electrical and Electronics Engineers (IEEE); Institute of Operations Research and Management Science (INFORMS); International Federation of Information Procesing (IFIP); International Federation of Automatic Control (IFAC)