Concepedia

M. Bellalij

MB

Statistics

Publications

6

Citations

200

H-Index

6

Active since

2007

Affiliations

Université Polytechnique Hauts-de-France(Current)

Kent State University

Laboratoire de Mathématiques Blaise Pascal

M. Bellalij is an author at Université Polytechnique Hauts-de-France specializing in engineering, approximation theory, and numerical analysis.

Top concepts

EngineeringNumerical AnalysisApproximation TheoryMathematical ProgrammingComputer ScienceInverse ProblemsMachine LearningSignal ProcessingPattern RecognitionDimensionality Reduction

Publications per year

2007–2015

6

Publications

6

The Trace Ratio Optimization Problem

Trung Thanh Ngo, M. Bellalij, Yousef Saad · SIAM Review · 2012 · 81 citations

Numerical Analysis, Mathematical Programming, Large-scale Global Optimization +18

The Trace Ratio Optimization Problem for Dimensionality Reduction

Trung Thanh Ngo, M. Bellalij, Yousef Saad · SIAM Journal on Matrix Analysis and Applications · 2010 · 43 citations

Engineering, Machine Learning, Data Science +13

New convergence results on the global GMRES method for diagonalizable matrices

M. Bellalij, K. Jbilou, H. Sadok · Journal of Computational and Applied Mathematics · 2007 · 28 citations

Numerical Analysis, Convergence Analysis, Global Gmres Method +7

Bounding matrix functionals via partial global block Lanczos decomposition

M. Bellalij, Lothar Reichel, G. Rodríguez et al. · Applied Numerical Mathematics · 2015 · 22 citations

Mathematical Programming, Engineering, Matrix Functionals +4

Further Analysis of the Arnoldi Process for Eigenvalue Problems

M. Bellalij, Yousef Saad, H. Sadok · SIAM Journal on Numerical Analysis · 2010 · 16 citations

Numerical Analysis, Mathematical Programming, Numerical Computation +11

1–5 of 6