Christine De Mol

7.7k total citations · 1 hit paper
49 papers, 4.8k citations indexed

About

Christine De Mol is a scholar working on Mathematical Physics, Computer Vision and Pattern Recognition and Computational Mechanics. According to data from OpenAlex, Christine De Mol has authored 49 papers receiving a total of 4.8k indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Mathematical Physics, 18 papers in Computer Vision and Pattern Recognition and 11 papers in Computational Mechanics. Recurrent topics in Christine De Mol's work include Numerical methods in inverse problems (19 papers), Image and Signal Denoising Methods (14 papers) and Sparse and Compressive Sensing Techniques (11 papers). Christine De Mol is often cited by papers focused on Numerical methods in inverse problems (19 papers), Image and Signal Denoising Methods (14 papers) and Sparse and Compressive Sensing Techniques (11 papers). Christine De Mol collaborates with scholars based in Belgium, Italy and United Kingdom. Christine De Mol's co-authors include Ingrid Daubechies, Michel Defrise, Domenico Giannone, M. Bertero, E. R. Pike, Lucrezia Reichlin, Ignace Loris, Alessandro Verri, Francesca Odone and Sofia Mosci and has published in prestigious journals such as Proceedings of the National Academy of Sciences, IEEE Transactions on Image Processing and Optics Letters.

In The Last Decade

Christine De Mol

44 papers receiving 4.5k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

An iterative thresholding algorithm for linear inverse problems with a sparsity constraint

2004 3.2k citations Ingrid Daubechies, Michel Defrise et al. Communications on Pure and Applied Mathematics profile →

Peers

Countries citing papers authored by Christine De Mol

Since Specialization

Citations

This map shows the geographic impact of Christine De Mol's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Christine De Mol with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Christine De Mol more than expected).

Fields of papers citing papers by Christine De Mol

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Christine De Mol. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Christine De Mol. The network helps show where Christine De Mol may publish in the future.

Co-authorship network of co-authors of Christine De Mol

This figure shows the co-authorship network connecting the top 25 collaborators of Christine De Mol. A scholar is included among the top collaborators of Christine De Mol based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Christine De Mol. Christine De Mol is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	The Asymptotic Equivalence of Ridge and Principal Component Regression with Many Predictors 2024 ·Econometrics and Statistics ·Christine De Mol, Domenico Giannone, Lucrezia Reichlin	1
2	A simple convergence proof of the ML-EM algorithm in the presence of background emission 2022 ·ANNALI DELL UNIVERSITA DI FERRARA ·M. Bertero, Christine De Mol	1
3	Optimal Combination of Survey Forecasts 2012 ·SSRN Electronic Journal ·Cristina Conflitti, Christine De Mol, Domenico Giannone	3
4	Accelerating gradient projection methods forℓ1-constrained signal recovery by steplength selection rules 2009 ·Applied and Computational Harmonic Analysis ·Ignace Loris, M. Bertero, Christine De Mol, Riccardo Zanella, Luca Zanni	43
5	A Regularized Method for Selecting Nested Groups of Relevant Genes from Microarray Data 2009 ·Journal of Computational Biology ·Christine De Mol, Sofia Mosci, (unknown), Alessandro Verri	46
6	Analysis of Elastic-Net Regularization in Learning Theory 2008 ·Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) ·Lorenzo Rosasco, Christine De Mol, Ernesto De Vito	1
7	A Sparsity-Enforcing Method for Learning Face Features 2008 ·IEEE Transactions on Image Processing ·(unknown), Christine De Mol, Francesca Odone, Alessandro Verri	29
8	Inverse imaging with mixed penalties 2004 ·ULB Institutional Repository ·Christine De Mol, Michel Defrise	8
9	An iterative thresholding algorithm for linear inverse problems with a sparsity constraint breakdown → 2004 ·Communications on Pure and Applied Mathematics ·Ingrid Daubechies, Michel Defrise, Christine De Mol	3180
10	A Fourier-based method for the restoration of chopped and nodded images 2003 ·Astronomy and Astrophysics ·M. Bertero, Patrizia Boccacci, Anna Custo, Christine De Mol, Massimo Robberto	4
11	Wavelet versus Fourier analysis of Philautus spp. croaking. 2001 ·VUBIR (Vrije Universiteit Brussel) ·(unknown), (unknown), Nico Koedam, Christine De Mol	0
12	Super-resolution by data inversion 1996 ·CINECA IRIS Institutial Research Information System (University of Genoa) ·M. Bertero, Christine De Mol, Emil Wolf	23
13	Mapping 2-D defects in a conductive half-space by eigenfunction expansions in K-space of Fourier-Laplace transforms 1995 ·Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) ·Amélie Litman, Dominique Lesselier, Christine De Mol, R. Collins, (unknown), John R. Bowler, (unknown)	1
14	Super-resolution in confocal scanning microscopy: generalized inversion formulae 1992 ·Inverse Problems ·M. Defrise, Christine De Mol	9
15	Extraction of polydispersity information from photon correlation data 1989 ·Journal of Aerosol Science ·M. Bertero, Patrizia Boccacci, Christine De Mol, E. R. Pike	4
16	Linear inverse problems with discrete data: II. Stability and regularisation 1988 ·Inverse Problems ·M. Bertero, Christine De Mol, E. R. Pike	158
17	Positive regularised solutions in electromagnetic inverse scattering 1986 ·Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) ·M. Bertero, Paola Brianzi, Christine De Mol, Edward Roy Pike	2
18	Iterative inversion of experimental data in weighted spaces 1986 ·Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) ·M. Bertero, Paola Brianzi, Michel Defrise, Christine De Mol	2
19	Regularized Iterative and Non-iterative Procedures for Object Restoration from Experimental Data 1983 ·Optica Acta International Journal of Optics ·J. B. Abbiss, Christine De Mol, Harbans S. Dhadwal	32
20	Restoration of optical objects using regularization 1978 ·Optics Letters ·M. Bertero, Christine De Mol, G. A. Viano	9

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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