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Institut numédiart pour les technologies des arts numériques

Publications

 

Publications de l'Institut NUMEDIART pour les Technologies des Arts Numériques (Numédiart)
(30 derniers éléments) - Consulter la liste complète (avec liens vers les textes intégraux disponibles) - Télécharger la liste complète en PDF

2021

Article/Dans un journal avec peer-review

  • Nkamla Penka Jean Bertin, Mahmoudi Said, Debauche Olivier, "A new Kappa Architecture for IoT Data Management in Smart Farming" in Procedia Computer Science (2021)
  • Gillis Nicolas, Sharma Punit, "Minimal-norm static feedbacks using dissipative Hamiltonian matrices" in Linear Algebra and its Applications, 623, 258-281 (2021)
  • Mahmoudi Said, Lessage Xavier, Giudice Fiona, Murgo Salvatore, Mahmoudi Sidi, "Breast cancer detection in digital mammography with convolutional neural network: retrospective study in Belgium" in International Journal of Computer Assisted Radiology and Surgery, 16 (Suppl 1) - S1–S119 , S1–S119 , 69-70 (2021)
  • Baghel Mohit Kumar, Gillis Nicolas, Sharma Punit, "Characterization of the dissipative mappings and their application to perturbations of dissipative-Hamiltonian systems" in Numerical Linear Algebra with Applications (2021)
  • Debauche Olivier, Trani Jean-Philippe, Mahmoudi Said, Manneback Pierre, Bindelle Jérôme, Mahmoudi Sidi, Guttadauria Adriano, Lebeau Frédéric, "Data Management and Internet of Things : A Methodological Review in Smart Farming" in Internet of Things, 14, 100378, Article/Dans un journal avec peer-review (2021)
  • Ahookhosh Masoud, Le Thi Khanh Hien, Gillis Nicolas, Patrinos Panagiotis, "A block inertial Bregman proximal algorithm for nonsmooth nonconvex problems with application to symmetric nonnegative matrix tri-factorization" in Journal of Optimization Theory and Applications (2021)
  • Ahookhosh Masoud, Le Thi Khanh Hien, Gillis Nicolas, Patrinos Panagiotis, "Multi-block Bregman proximal alternating linearized minimization and its application to sparse orthogonal nonnegative matrix factorization" in Computational Optimization and Applications (2021)
  • Le Thi Khanh Hien, Gillis Nicolas, "Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence" in Journal of Scientific Computing, 87, 93 (2021)
  • Pan Junjun, Gillis Nicolas, "Generalized Separable Nonnegative Matrix Factorization" in IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 5, 1546-1561 (2021)
  • El Moulat Meryem, Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Guttadauria Adriano, Manneback Pierre, Lebeau Frédéric, "Towards Landslides Early Warning System With Fog - Edge Computing And Artificial Intelligence" in Journal of Ubiquitous Systems & Pervasive Networks, 15, 5, 11-17 (2021)
  • Ang Man Shun, Cohen Jeremy E., Gillis Nicolas, Le Thi Khanh Hien, "Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization" in Numerical Linear Algebra with Applications (2021)
  • Abdolali Maryam, Gillis Nicolas, "Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms" in SIAM Journal on Mathematics of Data Science, 3, 2, 593-623 (2021)
  • Gillis Nicolas, Le Thi Khanh Hien, Leplat Valentin, Tan Vincent Y.F., "Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization" in IEEE Transactions on Pattern Analysis and Machine Intelligence, https://dx.doi.org/10.1109/TPAMI.2021.3058693 (2021)
  • Leplat Valentin, Gillis Nicolas, Idier Jérôme, "Multiplicative Updates for NMF with β-Divergences under Disjoint Equality Constraints" in SIAM Journal on Matrix Analysis and Applications, 42, 2, 730-752 (2021)
  • Marrinan Timothy, Absil P.-A., Gillis Nicolas, "On a minimum enclosing ball of a collection of linear subspaces" in Linear Algebra and its Applications, 625, 248-278 (2021)
  • Moutier François, Vandaele Arnaud, Gillis Nicolas, "Off-diagonal symmetric nonnegative matrix factorization" in Numerical Algorithms (2021)

Colloque/Article dans les actes avec comité de lecture

  • Seddiki Chaïma, "HERITAGE INDUSTRIEL POSTCOLONIAL EN AFRIQUE DU NORD - Le cas de la ville de Casablanca – Maroc" , Ch. Seddiki, J. Cenci, trad. in "17th International Conference on Studies, Repairs and Maintenance of Heritage Architecture" , On line, 2021 (traduction de : "POST-COLONIAL INDUSTRIAL HERITAGE IN NORTH AFRICA - The case of the city of Casablanca - Morocco" , 2021) (2021)
  • De Handschutter Pierre, Gillis Nicolas, "Deep orthogonal matrix factorization as a hierarchical clustering technique" in "European Signal Processing Conference" , Dublin, Ireland, 2021 (2021)
  • Nadisic Nicolas, Vandaele Arnaud, Gillis Nicolas, Cohen Jeremy E., "Exact biobjective k-sparse nonnegative least squares" in "European Signal Processing Conference" , Dublin, Ireland, 2021 (2021)
  • Ang Man Shun, Leplat Valentin, Gillis Nicolas, "Fast algorithm for complex-NMF with application to source separation" in "European Signal Processing Conference" , Dublin, Ireland, 2021 (2021)
  • Vu Thanh Olivier, Ang Man Shun, Gillis Nicolas, Le Thi Khanh Hien, "Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF" in "European Signal Processing Conference" , Dublin, Ireland, 2021 (2021)
  • Quenon Alexandre, Ramos Gomes Da Silva Vitor, "Towards Higher-Level Synthesis and Co-design with Python" in "Workshop on Languages, Tools, and Techniques for Accelerator Design" , 2021 (2021)
  • Ohib Riyasat, Gillis Nicolas, Shah Sameena, Potluru Vamsi, Plis Sergey, "Grouped Sparse Projection for Deep Learning" in "International Conference on Learning Representations" , Vienna, Austria, 2021 (2021)
  • Ang Man Shun, Gillis Nicolas, Vandaele Arnaud, De Sterck Hans, "Nonnegative Unimodal Matrix Factorization" in "IEEE International Conference on Acoustics, Speech, and Signal Processing" , Toronto, Canada, 2021 (2021)

Colloque/Présentation - communication orale

  • Seddiki Chaïma, BOULEKBACHE Hafida, "La MEDIATECTURE, UN OUTIL EXPERIENTIEL POUR LA RESILIENCE PATRIMONIALE" in "Forum International Al Mi'mar 6" , Marrakech, Maroc, 2021 (2021)
  • Seddiki Chaïma, "EXPERIENCE DU CLIL CAS D'ETUDE: CARE-LAB" , Ch. Seddiki, trad. in " UMONS WORKSHOP ON CLIL & IINTERNATIONALISATION, USJ" , Beyrout, Liban, 2021 (traduction de : "EXPERIENCE OF CLIL Case Study: CARE-LAB" , ) (2021)
  • Ramos Gomes Da Silva Vitor, Quenon Alexandre, "Towards Higher-Level Synthesis and Co-design with Python" in "Workshop on Languages, Tools, and Techniques for Accelerator Design" , 2021 (2021)
  • Seddiki Chaïma, "Internationalisation durable : Interdisciplinarité et transdisciplinarité. Étude de cas : CARE-LAB" , Ch. Seddiki, trad. in "3rd UFCSPA Symposium of Internationalization" , Porto Alegre, Brésil, 2021 (traduction de : "Sustainable Internationalization: Interdisciplinarity and Transdisciplinarity. Case Study: CARE-LAB" , 2021) (2021)

Livre/Chapitre ou partie

  • Debauche Olivier, Mahmoudi Said, Mahmoudi Sidi, Manneback Pierre, "A new Collaborative Platform for Covid-19, Benchmark Datasets" in "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics" , Springer (2021)
  • Lessage Xavier, Mahmoudi Said, Mahmoudi Sidi, Laraba Sohaib, Debauche Olivier, Belarbi Mohammed Amin, "Chest X-ray images analysis with Deep Convolutional Neural Networks (CNN) for COVID-19 detection" in "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics" , Springer (2021)