Publications in 2010
In Journal (refereed)
| 1. | A. Foss, O. Zaiane. " Class Separation through Variance: A new Application of Outlier Detection". Knowledge and Information Systems, 29(3), pp 565-596, November 2010.   |
| 2. | J. Chen, O. Zaiane, J. Sander, R. Goebel. "ONDOCS: Ordering Nodes to Detect Overlapping Community Structure". Annuals of Information Systems, 12, pp 125-148, October 2010. |
| 3. | S. Oliveira, O. Zaiane. "Privacy preserving Clustering by Data Transformation". Journal of Information & Data Management, 1(1), pp 37-51, October 2010. |
| 4. | S. Oliveira, O. Zaiane. "Revisiting Privacy preserving Clustering by Data Transformation". Journal of Information & Data Management, 1(1), pp 53-56, October 2010. |
| 5. | A. Kerhet, C. Small, H. Quon, T. Riauka, L. Schrader, R. Greiner, D. Yee, A. McEwan, W. Rao. "Application of Machine Learning Methodology for PET-Based Definition of Lung Cancer". Current Oncology, 17(1), pp 41-46, July 2010. |
| 6. | N. Asgarian, X. Hu, Z. Aktary, K. Chapman, L. Lam, R. Chibbar, J. Mackey, R. Greiner, M. Pasdar. "Learning to Predict Relapse In Invasive Ductal Carcinomas based on the Subcellular Localization of Junctional Proteins". Breast Cancer Research and Treatment, 121(2), pp 527, May 2010. |
| 7. | O. Schulte, W. Luo, R. Greiner. "Mind Change Optimal Learning of Bayes Net Structure from Dependency and Independency Data". Information and Computation, 208(1), pp 63--82, March 2010. |
In Conference (refereed)
| 8. | X. Shi, D. Zeng, B. Hu, G. Lin, O. Zaiane. "Accelerating FPGA Design Space Exploration Using Circuit Similarity-Based Placement". International Conference on Field-Programmable Technology, Beijing, China, (ed: Jinian Bian, Qiang Zhou, Peter Athanas, Yajun Ha, Kang Zhao), pp 373-376, December 2010. |
| 9. | J. Chen, J. Fagnan, R. Goebel, R. Rabbany, F. Sangi, M. Takaffoli, E. Verbeek, O. Zaiane. "Meerkat: Community Mining with Dynamic Social Networks". IEEE International Conference on Data Mining (ICDM), pp 1377-1380, December 2010. |
| 10. | H. Samuel, O. Zaiane, D. Sobsey. "Towards a Definition of Health Informatics Ethics". ACM International Health Informatics Symposium, Arlington, United States, pp 257-264, November 2010. |
| 11. | D. Moulavi, M. Hajiloo, J. Sander, P. Halloran, R. Greiner. "Combining Gene Expression and Interaction Network Data to Improve Kidney Lesion Score Prediction". Biotechnology and Bioinformatics Symposium, October 2010. |
| 12. | A. Shademan, M. Jagersand. "Three-View Uncalibrated Visual Servoing". International Conference on Intelligent Robots and Systems, pp 6234-6239, October 2010. |
| 13. | M. Takaffoli, F. Sangi, J. Fagnan, O. Zaiane. "A Framework for Analyzing Dynamic Social Networks". Conference on Applications of Social Network Analysis, Zurich, Switzerland, pp 122-123, September 2010. |
| 14. | O. Zaiane, K. Deng. "An Occurrence Based Approach to Mine Emerging Sequences". International Conference on Big Data Analytics and Knowledge Discovery (DAWAK), pp 275-284, September 2010. |
| 15. | M. Kim, Q. Dou, O. Zaiane, R. Goebel. "Unsupervised Mapping of Sentences to Biomedical Concepts based on Integrated Information Retrieval Model and Clustering". ACM Conference on Bioinformatics, Computational Biology and Biomedicine, Niagara Falls, USA, pp 322-329, August 2010. |
| 16. | S. Ravanbakhsh, B. Poczos, R. Greiner. "A Cross-Entropy Method that Optimizes Partially Decomposable Problems: A New Way to Interpret NMR Spectra". National Conference on Artificial Intelligence (AAAI), July 2010. |
| 17. | L. Li, B. Poczos, C. Szepesvari, R. Greiner. "Budgeted Distribution Learning of Belief Net Parameters". International Conference on Machine Learning (ICML), June 2010. |
| 18. | M. El-Hajj, W. El-Rab, O. Zaiane, J. Gnarpe, R. Hayward. "Impact of Online Educational Games on the Education of Medical Students". Canadian eLearning Conference, Edmonton, Canada, June 2010. |
| 19. | A. Shademan, A. Farahmand, M. Jagersand. "Robust Jacobian Estimation for Uncalibrated Visual Servoing". IEEE International Conference on Robotics and Automation (ICRA), pp 5564-5569, May 2010. |
| 20. | L. Li, B. Poczos, C. Szepesvari, R. Greiner. "Budgeted Distribution Learning in Parametric Models". International Conference on Machine Learning (ICML), April 2010. |
| 21. | O. Schulte, G. Frigo, H. Khosravi, R. Greiner. "The IMAP Hybrid Method for Learning Gaussian Bayes Nets". Canadian Conference on Artificial Intelligence (CAI), April 2010. |
| 22. | M. Jalali-Heravi, O. Zaiane. "A Study on Interestingness Measures for Associative Classifiers". ACM-SAC Conference Track on Data Mining, Sierre, Switzerland, pp 1040-1047, March 2010. |
| 23. | X. Shi, D. Zeng, Y. Hu, G. Lin, O. Zaiane. "Enhancement of Incremental Design for FPGAs Using Circuit Similarity". International Symposium on Quality Electronic Design, Santa Clara, United States, pp 243-250, March 2010. |
| 24. | K. Popuri, D. Cobzas, M. Jagersand. "Fast FEM-based Non-rigid Registration". Canadian Conference on Computer and Robot Vision, Ottawa, Canada, March 2010. |
| 25. | D. Cheng, J. Sheldon, M. Marcet-Palacios, O. Zaiane. "PROM-OOGLE - Data Mining and Integration of On-line Databases to Discover Gene Promoters". Conference Track on Bioinformatics and Computational Systems Biology (BIO), Sierre, Switzerland, pp 1547-1551, March 2010. |
In Workshop
| 26. | M. Kim, O. Zaiane, R. Goebel. "Natural Language Watermarking Based on Syntactic Displacement and Morphological Division". International Workshop on Security, Trust, and Privacy for Software Applications, pp 164-169, July 2010. |
| 27. | R. Rabbany, J. Chen, O. Zaiane. "Top Leaders Community Detection Approach in Information Networks". SNA-KDD Workshop on Social Network Mining and Analysis, July 2010. |
| 28. | N. Desai, D. Szafron, L. Sayegh, R. Greiner, G. Turecki. "Creating Video Games to Treat Chronic Depression". May 2010. |
Other Categories
| 29. | S. Ravanbakhsh, R. Greiner. "Benchmarking Cross Entropy Exploiting partial Decomposability: Analysis of a Batch Sampling Method for Large-Scale Structured Optimization". NIPS: Monte Carlo Methods for Bayesian Inference in Modern Day Applications, December 2010. |
| 30. | J. Chen, O. Zaiane, R. Goebel. "Detecting Communities in Social Networks using Local Information". Social Networks Analysis and Mining: Foundations and Applications, Social Networks Analysis and Mining: Foundations and Applications, Springer Verlag, (ed: N. Memon and R. Alhajj), October 2010. |
| 31. | H. Lin. "Learning Accurate Regressors for Predicting Survival Times of Individual Cancer PatientsTS". MSc Thesis, University of Alberta, October 2010. |
| 32. | T. Eastman. "A Disease Classifier for Metabolic Profiles Based on Metabolic Pathway Knowledge". MSc Thesis, University of Alberta, February 2010. |
| 33. | P. Mosayebi. "Tumor Invasion Margin from Diffusion Weighted Imaging". MSc Thesis, University of Alberta, February 2010. |
| 34. | F. Mirzazadeh. "Using SNP Data to Predict Radiation Toxicity for Prostate Cancer Patients". MSc Thesis, University of Alberta, February 2010. |
