Manuel Avila

748 total citations
22 papers, 289 citations indexed

About

Manuel Avila is a scholar working on Control and Systems Engineering, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Manuel Avila has authored 22 papers receiving a total of 289 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Control and Systems Engineering, 7 papers in Artificial Intelligence and 5 papers in Computer Vision and Pattern Recognition. Recurrent topics in Manuel Avila's work include Machine Fault Diagnosis Techniques (7 papers), Fault Detection and Control Systems (6 papers) and Reliability and Maintenance Optimization (5 papers). Manuel Avila is often cited by papers focused on Machine Fault Diagnosis Techniques (7 papers), Fault Detection and Control Systems (6 papers) and Reliability and Maintenance Optimization (5 papers). Manuel Avila collaborates with scholars based in France and Türkiye. Manuel Avila's co-authors include Frédéric Kratz, Stephane Bégot, C Olivier, Y. Lecourtier and Thierry Paquet and has published in prestigious journals such as Reliability Engineering & System Safety, Control Engineering Practice and IEEE Transactions on Reliability.

In The Last Decade

Manuel Avila

19 papers receiving 276 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Manuel Avila France 8 98 70 65 53 41 22 289
Ekhi Zugasti Spain 8 118 1.2× 48 0.7× 37 0.6× 74 1.4× 80 2.0× 20 342
Xuewen Miao China 5 146 1.5× 23 0.3× 97 1.5× 51 1.0× 44 1.1× 7 308
Marcel Kettelgerdes Germany 5 119 1.2× 18 0.3× 39 0.6× 46 0.9× 53 1.3× 12 323
Gaoyang Li China 6 137 1.4× 27 0.4× 130 2.0× 47 0.9× 29 0.7× 9 346
Guixiang Shen China 9 53 0.5× 16 0.2× 64 1.0× 61 1.2× 37 0.9× 36 288
Khaled Ziane Canada 4 74 0.8× 20 0.3× 34 0.5× 43 0.8× 24 0.6× 6 264
Huajian Zhou China 7 120 1.2× 27 0.4× 39 0.6× 33 0.6× 64 1.6× 16 298
Shang-Kuo Yang Taiwan 8 184 1.9× 34 0.5× 103 1.6× 74 1.4× 30 0.7× 22 341
Vepa Atamuradov France 8 254 2.6× 46 0.7× 78 1.2× 111 2.1× 34 0.8× 16 378
Matthias Asplund Sweden 12 67 0.7× 87 1.2× 65 1.0× 205 3.9× 11 0.3× 38 373

Countries citing papers authored by Manuel Avila

Since Specialization
Citations

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

Fields of papers citing papers by Manuel Avila

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Manuel Avila

This figure shows the co-authorship network connecting the top 25 collaborators of Manuel Avila. A scholar is included among the top collaborators of Manuel Avila 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 Manuel Avila. Manuel Avila 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.
2.
Avila, Manuel, et al.. (2022). An Educational Challenge with a Serious Game for Bachelor Students. 129–132.
3.
Avila, Manuel, et al.. (2021). Unifying Model-Based Prognosis With Learning-Based Time-Series Prediction Methods: Application to Li-Ion Battery. IEEE Systems Journal. 15(4). 5245–5254. 25 indexed citations
4.
Avila, Manuel, et al.. (2021). Remaining useful life estimation based on the joint use of an observer and a hidden Markov model. Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability. 236(5). 676–695. 5 indexed citations
5.
Kratz, Frédéric, et al.. (2021). Sustainable manufacturing, maintenance policies, prognostics and health management: A literature review. Reliability Engineering & System Safety. 218. 108140–108140. 102 indexed citations
6.
7.
Avila, Manuel, et al.. (2018). OPC UA: Examples of Digital Reporting Applications for Current Industrial Processes. DEStech Transactions on Engineering and Technology Research. 3 indexed citations
8.
Avila, Manuel, et al.. (2018). Improvement indicators for Total Productive Maintenance policy. Control Engineering Practice. 82. 86–96. 20 indexed citations
9.
Kratz, Frédéric, et al.. (2018). Model-based prognosis applied to a coupled four tank MIMO system. IFAC-PapersOnLine. 51(24). 655–661. 4 indexed citations
10.
Kratz, Frédéric, et al.. (2017). An approach for assessment of level of degradation and RUL estimation for a dynamic systeme. IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society. 32. 3161–3166. 2 indexed citations
11.
Avila, Manuel, et al.. (2015). Failure Event Prediction Using Hidden Markov Model Approaches. IEEE Transactions on Reliability. 64(3). 1038–1048. 32 indexed citations
12.
Avila, Manuel, et al.. (2014). Hidden Markov model framework for industrial maintenance activities. Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability. 228(3). 230–242. 4 indexed citations
13.
Avila, Manuel, et al.. (2014). 2D image based road pavement crack detection by calculating minimal paths and dynamic programming. 783–787. 46 indexed citations
14.
Avila, Manuel, et al.. (2013). Evaluation of Minimal Data Size by Using Entropy, in a HMM Maintenance Manufacturing Use. IFAC Proceedings Volumes. 46(9). 1536–1541. 2 indexed citations
15.
Avila, Manuel, et al.. (2012). Statistical evaluation of Hidden Markov Models topologies, based on industrial synthetic model. IFAC Proceedings Volumes. 45(6). 1029–1034. 4 indexed citations
16.
Avila, Manuel, et al.. (2010). Use of HMM for evaluation of maintenance activities. 1(3/4). 216–216. 7 indexed citations
17.
Bégot, Stephane, et al.. (2010). Pavement Cracking Detection using an Anisotropy Measurement. 14 indexed citations
18.
Olivier, C, et al.. (2003). 2-D modeling and Hough transform for document analysis. 5. 1325–1330. 1 indexed citations
19.
Olivier, C, Thierry Paquet, Manuel Avila, & Y. Lecourtier. (2002). Recognition of handwritten words using stochastic models. 1. 19–23. 9 indexed citations
20.
Olivier, C, et al.. (2002). Handwritten word recognition by image segmentation and hidden Markov models. 2093–2097. 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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