  | Kolomvakis, C., Vandaele, A., & Gillis, N. (2023). Algorithms for Boolean Matrix Factorization using Integer Programming. IEEE International Workshop on Machine Learning for Signal Processing. doi:10.1109/MLSP55844.2023.10285969  Peer reviewed |
 | Seraghiti, G., Awari, A. A., Vandaele, A., Porcelli, M., & Gillis, N. (2023). Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function. IEEE International Workshop on Machine Learning for Signal Processing. doi:10.1109/MLSP55844.2023.10285984 Peer reviewed |
 | Dache, A., Nicolas Nadisic, Vandaele, A., & Gillis, N. (2023). Exact and Heuristic Methods for Simultaneous Sparse Coding. European Signal Processing Conference. doi:10.23919/EUSIPCO58844.2023.10289845 Peer reviewed |
 | Nadisic, N., Cohen, J. E., Vandaele, A., & Gillis, N. (10 October 2022). Matrix-wise ℓ0-constrained Sparse Nonnegative Least Squares. Machine Learning, 111, 4453-4495. doi:10.1007/s10994-022-06260-2 Peer reviewed vérifié par ORBi |
 | Nadisic, N., Vandaele, A., Gillis, N., & Cohen, J. E. (2021). Exact biobjective k-sparse nonnegative least squares. European Signal Processing Conference. doi:10.23919/EUSIPCO54536.2021.9616202 Peer reviewed |
 | Ang, M. S., Gillis, N., Vandaele, A., & De Sterck, H. (2021). Nonnegative Unimodal Matrix Factorization. IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings. doi:10.1109/ICASSP39728.2021.9414631 Peer reviewed |
 | Moutier, F., Vandaele, A., & Gillis, N. (19 January 2021). Off-diagonal symmetric nonnegative matrix factorization. Numerical Algorithms, 88, 939-963. doi:10.1007/s11075-020-01063-9 Peer reviewed vérifié par ORBi |
 | Nadisic, N., Vandaele, A., Cohen, J. E., & Gillis, N. (2020). Sparse Separable Nonnegative Matrix Factorization. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. doi:10.1007/978-3-030-67658-2_20 Peer reviewed |
 | De Handschutter, P., Gillis, N., Vandaele, A., & Siebert, X. (01 March 2020). Near-Convex Archetypal Analysis. IEEE Signal Processing Letters, 27 (1), 81-85. Peer reviewed vérifié par ORBi |
 | Nadisic, N., Vandaele, A., Gillis, N., & Cohen, J. E. (2020). Exact Sparse Nonnegative Least Squares. IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings. Peer reviewed |
Vandaele, A. (10 July 2018). One-dimensional cutting stock instances for which few patterns are needed [Paper presentation]. EURO2018 - 29th European Conference on Operational Research, Valence, Spain. |
Vandaele, A. (06 July 2018). One-dimensional cutting stock instances for which few patterns are needed [Paper presentation]. 23rd International Symposium on Mathematical Programming, Bordeaux, France. |
 | Vandaele, A., Glineur, F., & Gillis, N. (21 March 2018). Algorithms for positive semidefinite factorization. Computational Optimization and Applications, 71 (1), 193-219. Peer reviewed vérifié par ORBi |
 | Vandaele, A., Gillis, N., & Glineur, F. (15 May 2017). On the Linear Extension Complexity of Regular n-gons. Linear Algebra and its Applications, 521, 217-239. Peer reviewed vérifié par ORBi |
 | Vandaele, A., Gillis, N., Lei, Q., Zhong, K., & Dhillon, I. (01 November 2016). Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization. IEEE Transactions on Signal Processing, 64 (21), 5571-5584. Peer reviewed vérifié par ORBi |
Vandaele, A. (12 September 2016). Algorithms for Nonnegative Matrix Factorization and PSD Factorization with Applications to Extended Formulations [Paper presentation]. 4th European Conference on Computational Optimization, Leuven, Belgium. |
Vandaele, A. (08 September 2016). Algorithms for Nonnegative Matrix Factorization and PSD Factorization with Applications to Extended Formulations [Paper presentation]. 5th IMA Conference on Numerical Linear Algebra and Optimization, Birmingham, Unknown/unspecified. |
Vandaele, A. (11 July 2016). Exact NMF and Compact Extensions of N-Gons [Paper presentation]. SIAM Annual Meeting, Boston, United States - Massachusetts. |
Vandaele, A., & Tuyttens, D. (2016). On the computational complexity of the Cover Printing Problem [Paper presentation]. 28th European Conference on Operational Research, Poznan, Poland. |
 | Vandaele, A., Gillis, N., Glineur, F., & Tuyttens, D. (01 June 2016). Heuristics for exact nonnegative matrix factorization. Journal of Global Optimization, 65 (2), 369-400. Peer reviewed vérifié par ORBi |
Vandaele, A. (29 January 2016). Coordinate Descent Methods for Positive Semidefinite Factorization [Paper presentation]. Orbel 30, UCLouvain - CORE, Belgium. |
Vandaele, A., & Tuyttens, D. (2015). A Random-Key Genetic Algorithm for Printing Problems [Paper presentation]. EURO 2015 - 27th European Conference on Operational Research, Glasgow, United Kingdom. |
Vandaele, A. (09 June 2015). Heuristics for Exact Nonnegative Matrix Factorization [Poster presentation]. HCM Workshop in low-rank approximation, University of Bonn, Germany. |
Vandaele, A. (2015). Positive semidefinite factorizations of nonnegative matrices [Paper presentation]. 29th Conference of the Belgian Operational Research Society (ORBEL 29), University of Antwerp, Belgium. |
  | Tuyttens, D., & Vandaele, A. (02 November 2014). Towards an efficient resolution of printing problems. Discrete Optimization, 14, 126-146. Peer reviewed vérifié par ORBi |
Vandaele, A., & Tuyttens, D. (2014). Exact resolution of the Cover Printing problem with a branch and bound algorithm [Paper presentation]. IFORS-2014 20th Conference of the International Federetaion of Operationel Research, Barcelone, Spain. |
 | Vandaele, A. (23 June 2014). A refined rectangle covering number as lower bound for extended formulations [Poster presentation]. The 17th Conference on Integer Programming and Combinatorial Optimization, Bonn, Germany. |
Vandaele, A., & Tuyttens, D. (2014). Exact resolution of the Cover printing problem [Paper presentation]. ORBEL 28, UMONS, Mons, Belgium. |
Mezmaz, M., Vandaele, A., Tuyttens, D., Itani, S., & Melab, N. (2014). Towards a Lightning Inspired Meta-Heuristic [Paper presentation]. ORBEL 28, UMONS, Mons, Belgium. |
Vandaele, A., Tuyttens, D., Dhouib, E., & Teghem, J. (2013). A new Branch-and-Bound algorithm for solving bi-objective permutation flowshop problems with time lags [Paper presentation]. 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy. |
 | Vandaele, A., & Tuyttens, D. (2013). A branch and bound algorithm for a lexicographic optimization of a bi-objective permutation flowshop with time lags [Paper presentation]. ORBEL 27, Kortrijk, Belgium. |
Vandaele, A. (2012). Linear least squares with different types of constraints: effectiveness of methods [Paper presentation]. Congrès EURO XXV, Vilnius, Lithuania. |
Vandaele, A. (06 July 2012). NNLS Methods Applied to the Non-Negative Matrix Factorization Problem [Paper presentation]. 10th EUROPT Workshop, Siauliai, Lithuania. |
Vandaele, A. (01 March 2012). Linear Least Squares with different types of constraints [Paper presentation]. Mathematical Programming Seminar, La Roche-en-Ardenne, Belgium. |
 | Vandaele, A., & Tuyttens, D. (22 March 2011). Extending a GRASP technique from printing problems to the cutting stock problem [Poster presentation]. 6ème édition de la Matinée des Chercheurs (MDC 2011), Mons, Belgium. |
Vandaele, A., & Tuyttens, D. (2011). Extending a GRASP technique from printing problems to the cutting stock problem [Paper presentation]. ORBEL 25, Gand, Belgium. |
Tuyttens, D., & Vandaele, A. (2010). A grasp algorithm to solve the label printing problem [Paper presentation]. Congrès EURO XXIV Lisbonne, Portugal, Portugal. |
 | Tuyttens, D., & Vandaele, A. (01 April 2010). Using a greedy random adaptative search procedure to solve the cover printing problem. Computers and Operations Research, 37 (4), 640-648. doi:10.1016/j.cor.2009.06.006 Peer reviewed vérifié par ORBi |
Tuyttens, D., & Vandaele, A. (2009). Using a greedy random adaptative search procedure to solve the cover printing problem [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany. |
Tuyttens, D., & Vandaele, A. (2009). Using a greedy random adaptative search procedure to solve the cover printing problem [Paper presentation]. Conférence ORBEL 23, Leuven, Belgium. |