CIS8590 - Papers and presentations
We will cover the following papers.
Please sign up for a presentation by sending me an email with your
preferences indicating authors and title. You can list more than one paper
in order of preference so that we will be able to resolve conflicts faster.
C. Xu, D. L. Pham, and J. L. Prince, "Medical Image Segmentation Using Deformable Models," Handbook of Medical Imaging -- Volume 2: Medical Image Processing and Analysis, pp. 129-174, 2000.
Y. Boykov, O. Veksler, R. Zabih, "Fast Approximate Energy Minimization via Graph Cuts", PAMI, 2001.
A. Bhattacharya, V. Ljosa, J.-Y. Pan, M.R. Verardo, H. Yang, C. Faloutsos,
and A. K. Singh, "ViVo: Visual Vocabulary Construction for Mining Biomedical
Images". In Proceedings of the Fifth IEEE International Conference on Data
Mining (ICDM), Houston, Texas, November 28-30, 2005.
D. Heckerman, "A Tutorial on Learning with Bayesian Networks",
M.L. Wong, W. Lam, K.S. Leung, J.C.Y. Cheng, "Discovering Knowledge from Medical Databases using evolutionary
algorithms", IEEE Engineering in Medicine and Biology Magazine, 2000.
B. Krishnamoorthy, S. Provan, A. Tropsha, "A Topological Characterization of Protein Structure",
In Data Mining in Biomedicine, P.M. Pardalos, V. Boginski, A. Vazacopoulos, (eds.), Springer 2007.
O.A. Prokopyev, V. L. Boginski, W. Chaovalitwongse, P.M. Pardalos, J.C. Sackellares, P.R. Carney
"Network-Based Techniques in EEG Data Analysis and Epileptic Brain Modeling",
in Data Mining in Biomedicine, P.M. Pardalos, V. Boginski, A. Vazacopoulos, (eds.), Springer 2007.
L. Sorensen, S.B. Shaker, and M. de Bruijne,
"Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns",
IEEE Transactions on Medical Imaging, Vol. 29, No. 2.
C. Faloutsos, V. Megalooikonomou,
"On data mining, compression, and Kolmogorov Complexity",
Data Min Knowl Disc (2007) 15:3.20.