Publications in 2011
In Journal (refereed)
| 1. | A. Zarnani, P. Musilek, X. Shi, X. Ke, H. He, R. Greiner. "Learning to Predict Ice Accretion on Electric Power Lines". Engineering Applications of Artificial Intelligence, 25(3), December 2011.  |
| 2. | R. Rabbany, M. Takaffoli, O. Zaiane. "Social Network Analysis and Mining to Support the Assessment of Online Student Participation". ACM SIGKDD Explorations, 13(2), December 2011. |
| 3. | T. Braun, Z. Zhu, G. Scott, A. Grossberg, P. Levasseur, K. Graham, S. Khan, S. Damaraju, V. Baracos. "Central nervous system inflammation induces muscle atrophy via activation of the hypothalamic-pituitary-adrenal axis". Journal of Experimental Medicine, November 2011. |
| 4. | B. Saha, N. Ray, R. Greiner, A. Murtha, H. Zhang. "Quick Detection of Brain Tumors and Edemas: A Bounding Box Method Using Symmetry". Computerized Medical Imaging and Graphics, August 2011. |
| 5. | R. Eisner, J. Xia, D. Hau, T. Eastman, C. Stretch, S. Damaraju, R. Greiner, D. Wishart, V. Baracos. "Learning to predict cancer-associated skeletal muscle wasting from 1H-NMR profiles of urinary metabolites ". Metabolomics, 7(1), pp 25-34, March 2011. |
| 6. | B. Sehrawat, M. Sridharan, S. Ghosh, P. Robson, C. Cass, J. Mackey, R. Greiner, S. Damaraju. "Potential novel candidate polymorphisms identified in genome-wide association study for breast cancer susceptibility". Human Genetics, March 2011. |
| 7. | N. Psychogios, D. Hau, J. Peng, A. Guo, R. Mandal, S. Bouatra, I. Sinelnikov, R. Krishnamurthy, R. Eisner, B. Gautam, N. Young, J. Xia, C. Knox, E. Dong, P. Huang, Z. Hollander, T. Pedersen, S. Smith, F. Bamforth, R. Greiner, B. McManus, J. Newman, T. Goodfriend, D. Wishart. "The Human Serum Metabolome". PLoS One, 6(2), February 2011. |
| 8. | M. Takaffoli, F. Sangi, J. Fagnan, O. Zaiane. " Community Evolution Mining in Dynamic Social Networks". Procedia - Social and Behavioral Sciences, 22, pp 49-58, January 2011.  |
| 9. | Z. Cai, R. Goebel, G. Lin. "Size-constrained Tree Partitioning: Approximating the Multicast k-tree Routing Problem". Theoretical Computer Science, 412(3), pp 240-245, January 2011. |
In Conference (refereed)
| 10. | C. Yu, R. Greiner, H. Lin, V. Baracos. "Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors". Neural Information Processing Systems (NIPS), December 2011. |
| 11. | I. Diaz, P. Boulanger, R. Greiner, A. Murtha. "A critical review of the effects of de-noising algorithms on MRI brain tumor segmentation". IEEE Engineering in Medicine and Biology Society Conference, September 2011. |
| 12. | R. Rabbany, E. Stroulia, O. Zaiane. "Web Service Matching for RESTful Web Services". International Symposium on Web Systems Evolution, Williamsburg, United States, (ed: Holger M. Kienle, Davide Bolchini, Porfirio Tramontana), pp 115-124, September 2011. |
| 13. | K. Golmohammadi, M. Smit, O. Zaiane. "Learning Actions in Complex Software Systems". International Conference on Big Data Analytics and Knowledge Discovery (DAWAK), Toulouse, France, (ed: Alfredo Cuzzocrea, Umeshwar Dayal), pp 367-381, August 2011. |
| 14. | C. Wang, L. Yuan, J. You, O. Zaiane, J. Pei. "On Pruning for Top-K Ranking in Uncertain Databases". International Conference on Very Large Data Bases, Seattle, United States, (ed: Rajesh Bordawekar, Christian A. Lang), pp 598-609, August 2011. |
| 15. | Y. Liu, Z. Guo, X. Ke, O. Zaiane. "Protein Subcellular Localization Prediction with Associative Classification and Multi-class SVM". ACM Conference on Bioinformatics, Computational Biology and Biomedicine, Chicago, United States, pp 493-495, August 2011. |
| 16. | R. Rabbany, M. Takaffoli, O. Zaiane. "Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques". International Conference on Educational Data Mining (EDM), (ed: Mykola Pechenizkiy, Toon Calders, Cristina Conati, Sebastián Ventura, Cristóbal Romero, John C. Stamper), pp 21-30, July 2011. |
| 17. | M. Takaffoli, F. Sangi, J. Fagnan, O. Zaiane. "MODEC - Modeling and Detecting Evolutions of Communities". International AAAI Conference on Weblogs and Social Media, Barcelona, Spain, pp 626-629, July 2011. |
| 18. | M. Hooshsadat, H. Samuel, S. Patel, O. Zaiane. "Fastest Association Rule Mining Algorithm Predictor - FARM-AP". International C* Conference on Computer Science , Montreal, Canada, pp 43-50, May 2011. |
| 19. | X. Su, R. Greiner, T. Khoshgoftaar, A. Napolitano. "Using Classifier-Based Nominal Imputation to Improve Machine Learning". Proceeding of the Pacific Asia Conference on Knowledge Discovery and Data Mining, May 2011. |
In Workshop
| 20. | R. Rabbany, O. Zaiane. "A Diffusion of Innovation-Based Closeness Measure for Network Associations". COMMPER Workshop on Mining Communities and People Recommenders, December 2011. |
| 21. | H. Samuel, O. Zaiane. "HCMS: Conceptual Description of a Health Content Management System". International Workshop on Software Engineering in Health Care, pp 17-23, May 2011. |
| 22. | S. V, R. Greiner, D. Wishart, M. Bastani. "Learning Predictors by Integrating Multiple Microarray Datasets ". RECOMB Satellite Workshop: Computational Cancer Biology, February 2011. |
