Overview

This book presents selected chapters presented in two international conferences where more than 20 countries are represented by more than 100 participants, consisting of academic researchers and scientists working in industry. The conferences cover different areas related to the application of numerical analysis to practical problems in engineering, industry, environment, medical imaging, and new image and information technologies. Participants shared their recent contributions and their experience in different fields. The plenary speakers are very well known and most of them are editors or editors in chief of prestigious international journals (L. Reichel, Y. Saad, D. Szyld, H. Sadok, S. Serra-Capizzano….) Description of the volume—The subject of the book is to present selected papers, using two referees for each paper, that were presented during the two conference m2a25 held in Marrakech on February 2025 and n2ads held in Athens on April 2025. The accepted papers were in the topics of the conferences with special applications to data science. The topics of interested were • Completion Methods and Applications to Data Science. • Inverse-Ill-posed Problems, Optimization. • Applied Statistics, Applications to Engineering, Biodiversity, Imaging, Big Data, Machine Learning, This book offers numerous benefits to future readers, particularly those interested in data driven. Readers gain a deep understanding of the mathematical principles that under data science techniques. This foundation help them not only use algorithms effectively but also understand why and how these algorithms work.

Full Product Details

Author:   Abdesslem Bentbib ,  Khalide Jbilou ,  Marilena Mitrouli
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032205049

ISBN 10:   3032205042
Pages:   354
Publication Date:   20 June 2026
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Forthcoming
Availability:   Not yet available  
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

Spectral theory of matrix-sequences: perspectives of the GLT analysis and beyond.- Proximal regularisation methods for linear equations in variable exponent Lebesgue spaces.- WGANMF-DO: matrix factorization with WGAN-GP and dual objective optimization for accuracy and diversity inrRecommender systems.- Extended block Hessenberg process for the evaluation of matrix functions.- Time Series forecasting of Cyprus tourism arrivals using statistical and machine learning methods.- Multidimensional extrapolated global proximal gradient and applications in image processing.- Machine learning approaches for early diagnosis of type 2 Diabetes.- Sign-Matrix Determinants: Remarks and Results.- Towards the investigation of threshold ramp secret sharing schemes through factorization of real polynomials.- An inverse two-dimensional electromagnetic scattering problem in chiral media for the reconstruction of a perfectly conducting body.- Parallel Schwarz alternating methods implemented on cloud architecture for solving the coupled problem of electrophoresis.- A bilevel piecewise linear quadratic optimization problem.- Computationally cheap estimates for quadratic and bilinear forms involving matrix inverse.- A numerical solution of an electromagnetic scattering problem for a penetrable chiral body in two-dimensions.- Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations.- Block triangular preconditioning for inverse source problems in time-space fractional diusion equations.

Reviews

Author Information

Tab Content 6

Author Website:  

Countries Available

All regions