The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Nicolas Gillis sits on this spectrum.
The last bar groups every scientist with 537 publications or more.
The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Nicolas Gillis sits on this spectrum.
The last bar groups every scientist with 86 D-Index or more.
Nicolas Gillis is affiliated with the University of Mons in Belgium, focusing on research intersecting computer science and engineering. Their work spans several subfields, including computational mechanics, computer vision and pattern recognition, signal processing, computational theory and mathematics, and media technology.
The scientist's main research topics include sparse and compressive sensing techniques, face and expression recognition, blind source separation techniques, matrix theory and algorithms, advanced optimization algorithms research, remote-sensing image classification, and tensor decomposition and applications.
Recent publications by Nicolas Gillis cover various aspects of matrix factorization, signal processing, and clustering algorithms. Notable papers include:
Nicolas Gillis has collaborated frequently with several coauthors, including Le Thi Khanh Hien, Valentin Leplat, Arnaud Vandaele, Nicolas Nadisic, and Punit Sharma.
Publication venues where Nicolas Gillis appears regularly include arXiv (Cornell University), Linear Algebra and its Applications, IEEE Transactions on Signal Processing, the 2021 29th European Signal Processing Conference (EUSIPCO), and Numerical Linear Algebra with Applications.
The scientist has authored books published by notable publishers. These include a book on "Nonnegative Matrix Factorization" released in 2020 by the Society for Industrial and Applied Mathematics and a 2024 publication titled "Recent Stability Issues for Linear Dynamical Systems" with Springer Nature.
Wing-Kin Ma;Jose M. Bioucas-Dias;Tsung-Han Chan;Nicolas Gillis
Nicolas Gillis;Stephen A. Vavasis
Nicolas Gillis
Nicolas Gillis;François Glineur
Filippo Pompili;Nicolas Gillis;Pierre-Antoine Absil;François Glineur
Nicolas Gillis
Nicolas Gillis
Nicolas Gillis;François Glineur
Nicolas Gillis;Da Kuang;Haesun Park
Nicolas Gillis;Robert Luce
Wing-Kin Ma;José M. Bioucas-Dias;Tsung-Han Chan;Nicolas Gillis
Nicolas Gillis;François Glineur
Nicolas Gillis;François Glineur
Nicolas Gillis
Nicolas Gillis
Nicolas Gillis;Robert J. Plemmons
Nicolas Gillis;François Glineur
Nicolas Gillis
Nicolas Gillis
Nicolas Gillis;Stephen A. Vavasis
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University of Groningen
Zhejiang Normal University
University of Sydney
Dalhousie University
Xidian University
University of Newcastle Australia
Northwestern University
University of Edinburgh
Servicio Gallego de Salud
Cleveland Clinic Lerner College of Medicine
Alfréd Rényi Institute of Mathematics
University of Utah
Google (United States)
Yale-NUS College
University of Montreal
University of Missouri
