Publications

2008
Dubeau, F., and Y. Mir, "Existence of optimal weighted least squares estimate for 3-parametric exponential model", Communications in Statistics - Theory and Methods, vol. 37, pp. 1383-1398, 2008.
Vincent, P., H. Larochelle, Y. Bengio, and P. - A. Manzagol, "Extracting and Composing Robust Features with Denoising Autoencoders", Proceedings of the 25th Annual International Conference on Machine Learning (ICML 2008), 2008.
Chen, L., Q. Jiang, and S. Wang, "A hierarchical method for determining the number of clusters", Journal of Software, vol. 19, no. 1, pp. 62–72, 2008.
Rebière, N., M. - F. Auclair-Fortier, and F. Deschênes, "Image Mosaicing using Local Optical Flow Registration", Proceedings of the 19th International Conference on Pattern Recognition, Tampa, FL, USA, International Association for Pattern Recognition, pp. 352–355, 2008. Abstract
Dubeau, F., "Linear algebra and the sums of powers of integers", Electronic Journal of Linear Algebra, vol. 17, pp. 577-596, 2008.
Jodoin, P. - M., J. Konrad, V. Saligrama, and V. Gaboury, "Motion Detection with an Unstable Camera", IEEE International Conference on Image Processing, pp. 229-232, 2008.
El Mejdani, S., R. Egli, and F. Dubeau, "Old and new straight-line detectors : Description and comparison", Pattern Recognition, vol. 41, New York, NY, USA, Elsevier Science Inc., pp. 1845–1866, 2008.
Xiong, T., S. Wang, A. Mayers, and E. Monga, "Personal bankruptcy prediction using sequence clustering", Proceedings of KDD: Workshop on Data Mining For Business Applications, pp. 32-38, 2008.
Chen, L., Q. Jiang, and S. Wang, "Probability model for projective clustering on high dimensional data,", 8th IEEE International Conference on Data Mining, pp. 755-760, 2008.
Kelil, A., and S. Wang, "SCS: A new similarity measure for categorical sequences", The 8th IEEE International Conference on Data Mining, 2008.
Dubeau, F., "Sums of powers of integers", International Journal of Pure and Applied Mathematics, vol. 46, pp. 455-469, 2008.
Larochelle, H., D. Erhan, and Y. Bengio, "Zero-data Learning of New Tasks", Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI 2008), 2008.