Iván Machón-González

520 total citations
36 papers, 340 citations indexed

About

Iván Machón-González is a scholar working on Artificial Intelligence, Control and Systems Engineering and Mechanical Engineering. According to data from OpenAlex, Iván Machón-González has authored 36 papers receiving a total of 340 indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Artificial Intelligence, 21 papers in Control and Systems Engineering and 6 papers in Mechanical Engineering. Recurrent topics in Iván Machón-González's work include Neural Networks and Applications (18 papers), Fuzzy Logic and Control Systems (14 papers) and Advanced Control Systems Optimization (7 papers). Iván Machón-González is often cited by papers focused on Neural Networks and Applications (18 papers), Fuzzy Logic and Control Systems (14 papers) and Advanced Control Systems Optimization (7 papers). Iván Machón-González collaborates with scholars based in Spain, Colombia and Mexico. Iván Machón-González's co-authors include Hilario López-García, Helbert Espitia, José Luis Calvo‐Rolle, Jesús Rodríguez-Iglesias, Isaac Amigo Vázquez, E. Marañón, Rogelio Lozano, Jorge Antonio Orozco Torres, L. Castrillón and Guzmán Díaz and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Access and Environmental Modelling & Software.

In The Last Decade

Iván Machón-González

33 papers receiving 323 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Iván Machón-González Spain 9 114 101 88 63 40 36 340
Hilario López-García Spain 9 120 1.1× 101 1.0× 154 1.8× 85 1.3× 83 2.1× 47 490
Muhammad Sani Gaya Malaysia 11 86 0.8× 29 0.3× 156 1.8× 143 2.3× 61 1.5× 35 350
Mahady Hasan Bangladesh 11 75 0.7× 27 0.3× 76 0.9× 81 1.3× 19 0.5× 104 597
Farshad Rezaei Iran 13 109 1.0× 43 0.4× 140 1.6× 131 2.1× 11 0.3× 18 463
Xiaosheng Liu China 10 52 0.5× 21 0.2× 65 0.7× 33 0.5× 17 0.4× 34 361

Countries citing papers authored by Iván Machón-González

Since Specialization
Citations

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

Fields of papers citing papers by Iván Machón-González

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Iván Machón-González. 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 Iván Machón-González. The network helps show where Iván Machón-González may publish in the future.

Co-authorship network of co-authors of Iván Machón-González

This figure shows the co-authorship network connecting the top 25 collaborators of Iván Machón-González. A scholar is included among the top collaborators of Iván Machón-González 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 Iván Machón-González. Iván Machón-González 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.
Machón-González, Iván, Hilario López-García, & Helbert Espitia. (2024). Temperature prediction for wire rod pickling plant management. Journal of the Brazilian Society of Mechanical Sciences and Engineering. 46(3). 1 indexed citations
2.
Espitia, Helbert, Iván Machón-González, & Hilario López-García. (2024). Proposal of a Compact Neuro-Fuzzy Adaptive Controller for Filling Regulation of Two Coupled Spherical Tanks. International Journal of Fuzzy Systems. 27(2). 391–409. 1 indexed citations
3.
Espitia, Helbert, Iván Machón-González, & Hilario López-García. (2022). Design and Optimization of a Neuro-Fuzzy System for the Control of an Electromechanical Plant. Applied Sciences. 12(2). 541–541. 6 indexed citations
4.
Espitia, Helbert, Iván Machón-González, & Hilario López-García. (2021). Control of a MIMO Coupled Plant Using a Neuro-Fuzzy Adaptive System Based on Boolean Relations. IEEE Access. 9. 59987–60009. 5 indexed citations
5.
Espitia, Helbert, et al.. (2021). Compact Fuzzy Systems Based on Boolean Relations. Applied Sciences. 11(4). 1793–1793. 8 indexed citations
6.
Espitia, Helbert, Iván Machón-González, & Hilario López-García. (2021). Optimization of a Fuzzy Automatic Voltage Controller Using Real-Time Recurrent Learning. Processes. 9(6). 947–947. 6 indexed citations
7.
Espitia, Helbert, Iván Machón-González, & Hilario López-García. (2020). Review of Control techniques in Distributed Power Generation Systems. Dialnet (Universidad de la Rioja). 14(27). 11–17. 2 indexed citations
8.
Espitia, Helbert, Iván Machón-González, Hilario López-García, & Guzmán Díaz. (2019). Proposal of an Adaptive Neurofuzzy System to Control Flow Power in Distributed Generation Systems. Complexity. 2019(1). 8 indexed citations
9.
Espitia, Helbert, Iván Machón-González, & Hilario López-García. (2019). Optimization of a Takagi-Sugeno fuzzy controller for voltage regulation of a DC-AC single-phase inverter. Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educación, Cultura y Deporte). 2 indexed citations
10.
Machón-González, Iván & Hilario López-García. (2017). Feedforward Nonlinear Control Using Neural Gas Network. Complexity. 2017. 1–11. 5 indexed citations
11.
Machón-González, Iván, et al.. (2012). Comparing feed-forward versus neural gas as estimators: application to coke wastewater treatment. Environmental Technology. 34(9). 1131–1140. 5 indexed citations
12.
Calvo‐Rolle, José Luis, Iván Machón-González, & Hilario López-García. (2011). CONTROLADOR NEURO-ROBUSTO PARA SISTEMAS NO LINEALES. DYNA. 86(3). 308–317. 14 indexed citations
13.
Machón-González, Iván, Hilario López-García, & José Luis Calvo‐Rolle. (2010). A hybrid batch SOM-NG algorithm. Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educación, Cultura y Deporte). 14 indexed citations
14.
Machón-González, Iván & Hilario López-García. (2010). FLSOM with individual kernel radii formation and application to optimization of a pickling line. Engineering Applications of Artificial Intelligence. 23(3). 411–419. 3 indexed citations
15.
López-García, Hilario, et al.. (2007). Temperature monitoring system in the mould of a slab continuous casting line. 3 indexed citations
16.
López-García, Hilario, et al.. (2006). A trajectory index for topology conserving mapping. International Conference on Artificial Intelligence. 18–22.
17.
Machón-González, Iván, Hilario López-García, Jesús Rodríguez-Iglesias, E. Marañón, & Isaac Amigo Vázquez. (2006). Simulation of a coke wastewater nitrification process using a feed-forward neuronal net. Environmental Modelling & Software. 22(9). 1382–1387. 21 indexed citations
18.
Machón-González, Iván & Hilario López-García. (2005). End-point detection of the aerobic phase in a biological reactor using SOM and clustering algorithms. Engineering Applications of Artificial Intelligence. 19(1). 19–28. 12 indexed citations
19.
López-García, Hilario, et al.. (2002). CONTROL OF COATING THICKNESS IN A TINPLATE LINE. IFAC Proceedings Volumes. 35(1). 161–166. 1 indexed citations
20.
López-García, Hilario, et al.. (2001). Identification of melting and brightening section of a tinplate facility by means of neural networks. 2126–2129. 2 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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