Arpad Kelemen, PhD

Associate Professor, OS&AH

Address:

455B

Phone Number:

410-706-1417

Fax Number:

410-706-0344

Kelemen@son.umaryland.edu

Education:

Research:

National Science Foundation "CISE Computing Research Infrastructure (CRI)" as part of a consortium of WNY universities and research institutions. Role: Co-Investigator. 2005 – 2008. $800,000
National Science Foundation "Advanced Bayesian Approaches for Heterogeneous Temporal Genomic Data", Role: Co-PI. 2006-2009. $144,999
Buffalo Center for Biomedical Computing grant from National Institute of General Medical Sciences (NIH) grant. Title: "Bayesian Meta-Analysis of Heterogeneous Genomic Data through Hybrid Systems", Role: Co-PI. 2004-2005. $30,000.
Niagara University's Research Grant, titled "Pattern Differentiations and Formulations for Heterogeneous Genomic Data through Hybrid Approaches", Role: PI. 2006. Funded for $9,720.
NYSTAR faculty development grant, Role: PI (subcontract). 2003-2004, $37,750
University of Mississippi's Research Grant, titled: "Bioinformatics Research with Intelligent Techniques", Role: PI. 2002. $30,000.

Recent Publications:

Kelemen, A., Vasilakos, A., Liang, Y. (2009). "Computational Intelligence for Genetic Association Study in Complex Diseases: Review of Theory and Applications", International Journal of Computational Intelligence in Bioinformatics and Systems Biology, 1(1):15-31.
Liang, Y., Kelemen, A., (2009) "Bayesian Finite Markov Mixture Model for Temporal Multi-Tissue Polygenic Patterns" Biometrical Journal51(1):56-69.
Liang, Y., Kelemen, A., (2009). "Time Lagged Recurrent Neural Network for Temporal Gene Expression Classification",International Journal of Computational Intelligence in Bioinformatics and Systems Biology 1(1):86-99.
Kelemen, A., Abraham, A., Chen, Y. (2008) "Computational Intelligence in Bioinformatics" in the Series in Studies in Computational Intelligence, Springer-Verlag, Germany, Vol. 94, ISBN: 978-3-540-76802-9.
Kelemen, A., Abraham, A., Liang, Y. (2008) "Computational Intelligence in Medical Informatics" in the Series in Studies in Computational Intelligence, Springer-Verlag, Germany, Vol. 85, ISBN: 978-3-540-75766-5.
Liang, Y., Kelemen, A., (2008) "Bayesian Models and Meta Analysis for Multiple Tissue Gene Expression Data Following Corticosteroid Administration" BMC Bioinformatics, 9:354.
Liang, Y., Kelemen, A., (2008) "Statistical Advances and Challenges for Analyzing Correlated High Dimensional SNP Data in Genomic Study for Complex Diseases", Statistics Surveys Vol. 2, 43-60.

Primary Teaching Areas:

NDNP807 Information Systems and Technology for the Improvement and Transformation of Health Care
NURS785 Health Care Database Systems

Academic & Professional Activities:

Editor:
International Journal of Computational Intelligence Research (IJCIR); International Journal of Hybrid Intelligent Systems (IJHIS); International Journal of Computational Intelligence in Bioinformatics and Systems Biology (IJCIBSB)
Scientific Review Committee:
NSF's Intelligent Information Systems 07-577(08) Review Panel; Science Center programs of the U.S. Department of State: (06) Review Panel
Conference Organizer:
7th International Conference on Intelligent Systems Design and Applications; 7th Atlantic Symposium on Computational Biology & Genome Information
Member, Hungarian Academy of Sciences
Referee:
International Journal of Hybrid Intelligent Systems; International Journal of Computational Intelligence Research; Journal of Bioinformatics; Journal of IEEE Transactions on Systems, Man and Cybernetics; Journal of IEEE Transactions on Neural Networks; Journal of Neural Comp. and Applications; Journal of Fuzzy Sets and Systems; Journal of Expert Systems; Journal of BMC Bioinformatics; International Journal of Bioinformatics Research and Applications; Journal of Statistical Application in Genetics and Computational Biology; Journal of Neurocomputing; Journal of Hybrid Evolutionary Systems