Sergio Cruces

1.4k total citations
45 papers, 861 citations indexed

About

Sergio Cruces is a scholar working on Signal Processing, Analytical Chemistry and Computational Mechanics. According to data from OpenAlex, Sergio Cruces has authored 45 papers receiving a total of 861 indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Signal Processing, 21 papers in Analytical Chemistry and 17 papers in Computational Mechanics. Recurrent topics in Sergio Cruces's work include Blind Source Separation Techniques (37 papers), Spectroscopy and Chemometric Analyses (21 papers) and Advanced Adaptive Filtering Techniques (13 papers). Sergio Cruces is often cited by papers focused on Blind Source Separation Techniques (37 papers), Spectroscopy and Chemometric Analyses (21 papers) and Advanced Adaptive Filtering Techniques (13 papers). Sergio Cruces collaborates with scholars based in Spain, Japan and Poland. Sergio Cruces's co-authors include Andrzej Cichocki, Шун-ичи Амари, Luis Castedo, Auxiliadora Sarmiento, Carlos Crespo‐Cadenas, S. Amari, Iván Durán-Díaz, Javier Reina‐Tosina, Chao Yu and Elmar W. Lang and has published in prestigious journals such as IEEE Transactions on Signal Processing, The Journal of the Acoustical Society of America and IEEE Transactions on Microwave Theory and Techniques.

In The Last Decade

Sergio Cruces

45 papers receiving 812 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Sergio Cruces Spain 16 520 208 162 161 148 45 861
S. Shamsunder United States 13 679 1.3× 123 0.6× 277 1.7× 57 0.4× 161 1.1× 33 946
Zbyněk Koldovský Czechia 17 943 1.8× 330 1.6× 190 1.2× 265 1.6× 202 1.4× 78 1.1k
Athanasios P. Liavas Greece 13 374 0.7× 255 1.2× 91 0.6× 23 0.1× 102 0.7× 40 850
Kenji Nakayama Japan 11 243 0.5× 146 0.7× 66 0.4× 16 0.1× 127 0.9× 128 498
A. Navia-Vázquez Spain 16 315 0.6× 191 0.9× 107 0.7× 14 0.1× 313 2.1× 39 774
S. Oraintara United States 20 496 1.0× 95 0.5× 76 0.5× 41 0.3× 79 0.5× 90 1.2k
A.N. Venetsanopoulos Canada 5 191 0.4× 105 0.5× 123 0.8× 29 0.2× 119 0.8× 6 773
Martin Lades Germany 6 468 0.9× 61 0.3× 221 1.4× 56 0.3× 215 1.5× 13 1.7k

Countries citing papers authored by Sergio Cruces

Since Specialization
Citations

This map shows the geographic impact of Sergio Cruces'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 Sergio Cruces with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sergio Cruces more than expected).

Fields of papers citing papers by Sergio Cruces

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sergio Cruces. 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 Sergio Cruces. The network helps show where Sergio Cruces may publish in the future.

Co-authorship network of co-authors of Sergio Cruces

This figure shows the co-authorship network connecting the top 25 collaborators of Sergio Cruces. A scholar is included among the top collaborators of Sergio Cruces 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 Sergio Cruces. Sergio Cruces is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Cruces, Sergio. (2023). On the Minimum Perimeter Criterion for Bounded Component Analysis. 571. 1–5. 1 indexed citations
2.
Crespo‐Cadenas, Carlos, María J. Madero‐Ayora, Juan A. Becerra, & Sergio Cruces. (2022). A Sparse-Bayesian Approach for the Design of Robust Digital Predistorters Under Power-Varying Operation. IEEE Transactions on Microwave Theory and Techniques. 70(9). 4218–4230. 8 indexed citations
3.
Crespo‐Cadenas, Carlos, María J. Madero‐Ayora, Juan A. Becerra, & Sergio Cruces. (2021). A Fast Sparse Bayesian Pursuit Approach for Power Amplifier Linearization. 14. 1–3. 3 indexed citations
4.
Sarmiento, Auxiliadora, Irene Fondón, Iván Durán-Díaz, & Sergio Cruces. (2019). Centroid-Based Clustering with αβ-Divergences. Entropy. 21(2). 196–196. 9 indexed citations
5.
Martı́n-Clemente, Rubén, et al.. (2019). Unsupervised Common Spatial Patterns. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27(10). 2135–2144. 3 indexed citations
6.
Cruces, Sergio, et al.. (2016). An iterative posterior NMF method for speech enhancement in the presence of additive Gaussian noise. Neurocomputing. 230. 312–315. 8 indexed citations
7.
Cruces, Sergio. (2015). Bounded Component Analysis of Noisy Underdetermined and Overdetermined Mixtures. IEEE Transactions on Signal Processing. 63(9). 2279–2294. 15 indexed citations
8.
Reina‐Tosina, Javier, et al.. (2013). Digital predistortion based on a compressed-sensing approach. European Microwave Conference. 408–411. 10 indexed citations
9.
Cruces, Sergio, et al.. (2013). Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm. IEEE Signal Processing Letters. 20(7). 709–712. 14 indexed citations
10.
Cichocki, Andrzej, Sergio Cruces, & Шун-ичи Амари. (2011). Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization. Entropy. 13(1). 134–170. 122 indexed citations
11.
12.
Sarmiento, Auxiliadora, Iván Durán-Díaz, & Sergio Cruces. (2010). Initialization method for speech separation algorithms that work in the time-frequency domain. The Journal of the Acoustical Society of America. 127(4). EL121–EL126. 2 indexed citations
13.
Cruces, Sergio. (2010). Bounded Component Analysis of Linear Mixtures: A Criterion of Minimum Convex Perimeter. IEEE Transactions on Signal Processing. 58(4). 2141–2154. 60 indexed citations
14.
15.
Cruces, Sergio & Auxiliadora Sarmiento. (2005). Criterion for blind simultaneous extraction of signals with clear boundaries. Electronics Letters. 41(21). 1195–1196. 4 indexed citations
16.
Cruces, Sergio, Andrzej Cichocki, & S. Amari. (2004). From Blind Signal Extraction to Blind Instantaneous Signal Separation: Criteria, Algorithms, and Stability. IEEE Transactions on Neural Networks. 15(4). 859–873. 69 indexed citations
17.
Cichocki, Andrzej, et al.. (2004). Thin Qr And Svd Factorizations For Simultaneous Blind Signal Extraction. Zenodo (CERN European Organization for Nuclear Research). 217–220. 15 indexed citations
18.
Cruces, Sergio & Luis Castedo. (2002). A Gauss-Newton method for blind source separation of convolutive mixtures. 4. 2093–2096. 8 indexed citations
19.
Cruces, Sergio, Andrzej Cichocki, & Шун-ичи Амари. (2001). CRITERIA FOR THE SIMULTANEOUS BLIND EXTRACTION OF ARBITRARY GROUPS OF SOURCES. 15 indexed citations
20.
Castedo, Luis, Andrzej Cichocki, & Sergio Cruces. (2000). An iterative inversion approach to blind source separation. IEEE Transactions on Neural Networks. 11(6). 1423–1437. 45 indexed citations

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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