Back
  1. Home
  2. Profile of Michel Journee (ULiège)
Profil

Journee Michel

See author's contact details
Main Referenced Co-authors
Sepulchre, Rodolphe  (6)
Absil, P.-A. (5)
Teschendorff, A. E. (3)
Allgöwer, Frank (2)
Bach, F. (1)
Main Referenced Keywords
component analysis (1); dimension reduction (1); gene expression data analysis (1); low-rank positive semidefinite matrice (1); optimization on matrix manifolds (1);
Main Referenced Disciplines
Computer science (7)
Engineering, computing & technology: Multidisciplinary, general & others (1)
Biochemistry, biophysics & molecular biology (1)

Publications (total 9)

The most downloaded
682 downloads
Journee, M., Bach, F., Absil, P.-A., & Sepulchre, R. (May 2010). Low-rank optimization on the cone of positive semidefinite matrices. SIAM Journal on Optimization, 20(5), 2327-2351. doi:10.1137/080731359 https://hdl.handle.net/2268/18866

The most cited

386 citations (Scopus®)

Nesterov, Y., Richtarik, P., Journee, M., & Sepulchre, R. (January 2010). Generalized power method for sparse principal component analysis. Journal of Machine Learning Research, 11, 517-533. https://hdl.handle.net/2268/18867

Journee, M., Bach, F., Absil, P.-A., & Sepulchre, R. (May 2010). Low-rank optimization on the cone of positive semidefinite matrices. SIAM Journal on Optimization, 20(5), 2327-2351. doi:10.1137/080731359
Peer Reviewed verified by ORBi

Nesterov, Y., Richtarik, P., Journee, M., & Sepulchre, R. (January 2010). Generalized power method for sparse principal component analysis. Journal of Machine Learning Research, 11, 517-533.
Peer Reviewed verified by ORBi

Journée, M. (2009). Geometric algorithms for component analysis with a view to gene expression data analysis [Doctoral thesis, Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/314954

Teschendorff, A. E., Journee, M., Absil, P.-A., Sepulchre, R., & Caldas, C. (August 2007). Elucidating the altered transcriptional programs in breast cancer using independent component analysis. PLoS Computational Biology, 3 (8), 1539-1554. doi:10.1371/journal.pcbi.0030161
Peer Reviewed verified by ORBi

Journee, M., Absil, P.-A., & Sepulchre, R. (2007). Gradient-optimization on the orthogonal group for Independent Component Analysis. In 7th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2007).
Peer reviewed

Journee, M., Teschendorff, A. E., Absil, P.-A., Tavaŕe, S., & Sepulchre, R. (2007). Geometric optimization methods for the analysis of gene expression data. In A. N. Gorban, B. Ḱegl, D. C. Wunsch, ... A. Y. Zinovyev (Eds.), Principal Manifolds for Data Visualization and Dimension Reduction. Springer. doi:10.1109/ICASSP.2007.367344

Journee, M., Teschendorff, A. E., Absil, P.-A., & Sepulchre, R. (2007). Geometric optimization methods for independent component analysis applied on gene expression data. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007) (pp. 1413-1416).
Peer reviewed

Journee, M., Schweickhardt, T., & Allgöwer, F. (2007). Comparative assessment of old and new suboptimal control schemes on three example processes. International Journal of Tomography and Statistics, 6 (S07), 45-50.
Peer Reviewed verified by ORBi

Journee, M., Schweickhardt, T., & Allgöwer, F. (2006). Comparative assessment of old and new suboptimal control schemes on three example processes. In Proceedings of the 13th IFAC Workshop on Control Applications of Optimisation, Paris (pp. 189-194).
Peer reviewed

Contact ORBi