Manuel Davy

2.5k total citations
57 papers, 1.5k citations indexed

About

Manuel Davy is a scholar working on Artificial Intelligence, Signal Processing and Control and Systems Engineering. According to data from OpenAlex, Manuel Davy has authored 57 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 36 papers in Artificial Intelligence, 22 papers in Signal Processing and 18 papers in Control and Systems Engineering. Recurrent topics in Manuel Davy's work include Target Tracking and Data Fusion in Sensor Networks (17 papers), Bayesian Methods and Mixture Models (14 papers) and Fault Detection and Control Systems (12 papers). Manuel Davy is often cited by papers focused on Target Tracking and Data Fusion in Sensor Networks (17 papers), Bayesian Methods and Mixture Models (14 papers) and Fault Detection and Control Systems (12 papers). Manuel Davy collaborates with scholars based in France, United Kingdom and Australia. Manuel Davy's co-authors include Randal Douc, C. Doncarli, F. Desobry, Christophe Andrieu, Simon Godsill, Emmanuel Duflos, Philippe Vanheeghe, Arthur Gretton, Asma Rabaoui and Noureddine Ellouze and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Geoscience and Remote Sensing and IEEE Transactions on Signal Processing.

In The Last Decade

Manuel Davy

53 papers receiving 1.4k 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 Davy France 22 810 496 268 252 129 57 1.5k
Peder A. Olsen United States 20 1.1k 1.3× 848 1.7× 89 0.3× 429 1.7× 82 0.6× 82 1.9k
Donald Gustafson United States 13 1.3k 1.6× 281 0.6× 511 1.9× 534 2.1× 62 0.5× 43 2.3k
David Luengo Spain 21 702 0.9× 191 0.4× 133 0.5× 168 0.7× 117 0.9× 85 1.4k
Joaquin Quiñonero-Candela Germany 12 1.2k 1.5× 109 0.2× 496 1.9× 286 1.1× 78 0.6× 20 1.9k
Wojciech Pieczynski France 23 1.0k 1.3× 349 0.7× 207 0.8× 725 2.9× 77 0.6× 135 2.0k
Nikolaos Galatsanos Greece 20 496 0.6× 302 0.6× 118 0.4× 1.0k 4.1× 110 0.9× 53 2.0k
Franz Pernkopf Austria 24 735 0.9× 794 1.6× 113 0.4× 427 1.7× 54 0.4× 165 2.0k
Haiquan Zhao China 23 837 1.0× 1.1k 2.3× 416 1.6× 262 1.0× 139 1.1× 61 2.3k
Tadesse Ghirmai United States 11 751 0.9× 272 0.5× 235 0.9× 124 0.5× 412 3.2× 37 1.6k
Michalis K. Titsias United Kingdom 18 1.1k 1.4× 134 0.3× 279 1.0× 342 1.4× 35 0.3× 39 1.7k

Countries citing papers authored by Manuel Davy

Since Specialization
Citations

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

Fields of papers citing papers by Manuel Davy

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Manuel Davy

This figure shows the co-authorship network connecting the top 25 collaborators of Manuel Davy. A scholar is included among the top collaborators of Manuel Davy 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 Davy. Manuel Davy 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.
Andrieu, Christophe, Manuel Davy, & Randal Douc. (2015). European Signal Processing Conference. European Signal Processing Conference. 4 indexed citations
2.
Everitt, Richard G., Christophe Andrieu, & Manuel Davy. (2013). Online Bayesian Inference in Some Time-Frequency Representations of Non-Stationary Processes. IEEE Transactions on Signal Processing. 61(22). 5755–5766. 4 indexed citations
3.
Davy, Manuel & Jean‐Yves Tourneret. (2010). Generative Supervised Classification Using Dirichlet Process Priors. IEEE Transactions on Pattern Analysis and Machine Intelligence. 32(10). 1781–1794. 5 indexed citations
4.
Rakotomamonjy, Alain & Manuel Davy. (2007). One-class SVM regularization path and comparison with alpha seeding.. The European Symposium on Artificial Neural Networks. 271–276. 3 indexed citations
5.
Davy, Manuel, et al.. (2007). Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures of Gaussian Processes. 168. III–1077. 12 indexed citations
6.
Johansen, Adam M., Randal Douc, & Manuel Davy. (2007). Particle methods for maximum likelihood estimation in latent variable models. Statistics and Computing. 18(1). 47–57. 38 indexed citations
7.
Desobry, F., Manuel Davy, & William J. Fitzgerald. (2007). Density Kernels on Unordered Sets for Kernel-Based Signal Processing. II–417. 3 indexed citations
8.
Davy, Manuel, et al.. (2006). Equi-Gradient Temporal Difference Learning. HAL (Le Centre pour la Communication Scientifique Directe). 1 indexed citations
9.
Fergani, Belkacem, Manuel Davy, & Amrane Houacine. (2006). Unsupervised speaker indexing using one-class Support Vector Machines. 1–5. 4 indexed citations
10.
Davy, Manuel, F. Desobry, & Stéphane Canu. (2006). Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications.. 3. III–668. 6 indexed citations
11.
Desobry, F., Manuel Davy, & William J. Fitzgerald. (2005). A Class of Kernels for Sets of Vectors. The European Symposium on Artificial Neural Networks. 461–466. 7 indexed citations
12.
Desobry, F. & Manuel Davy. (2004). Dissimilarity measures in feature space. 5. V–473. 5 indexed citations
13.
Desobry, F. & Manuel Davy. (2004). Support vector-based online detection of abrupt changes. 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03).. 4. IV–872. 15 indexed citations
14.
Davy, Manuel & Jérôme Idier. (2004). Fast MCMC computations for the estimation of sparse processes from noisy observations. 2. ii–1041. 3 indexed citations
15.
Davy, Manuel & C. Doncarli. (2002). A new nonstationary test procedure for improved loudspeaker fault detection. Journal of the Audio Engineering Society. 50(6). 458–469. 7 indexed citations
16.
Davy, Manuel, et al.. (2002). Audio information retrieval: a bibliographical study. Colloids and Surfaces B Biointerfaces. 128. 172–180. 6 indexed citations
17.
Davy, Manuel, et al.. (2002). Classification of chirp signals using hierarchical Bayesian learning and MCMC methods. IEEE Transactions on Signal Processing. 50(2). 377–388. 19 indexed citations
18.
Andrieu, Christophe, Manuel Davy, & Randal Douc. (2002). Improved auxiliary particle filtering: applications to time-varying spectral analysis. 309–312. 12 indexed citations
19.
Davy, Manuel, et al.. (2002). Supervised classification using MCMC methods. 1. 33–36. 8 indexed citations
20.
Davy, Manuel. (1976). Le Thème de la lumière dans le judaisme, le christianisme et l'Islam.

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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