Edmondo Trentin

1.2k total citations
52 papers, 744 citations indexed

About

Edmondo Trentin is a scholar working on Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition. According to data from OpenAlex, Edmondo Trentin has authored 52 papers receiving a total of 744 indexed citations (citations by other indexed papers that have themselves been cited), including 37 papers in Artificial Intelligence, 13 papers in Signal Processing and 12 papers in Computer Vision and Pattern Recognition. Recurrent topics in Edmondo Trentin's work include Neural Networks and Applications (22 papers), Speech and Audio Processing (10 papers) and Speech Recognition and Synthesis (10 papers). Edmondo Trentin is often cited by papers focused on Neural Networks and Applications (22 papers), Speech and Audio Processing (10 papers) and Speech Recognition and Synthesis (10 papers). Edmondo Trentin collaborates with scholars based in Italy, Germany and Egypt. Edmondo Trentin's co-authors include Friedhelm Schwenker, Marco Gori, Stefan Scherer, Ilaria Castelli, Fábio Cavalli, Diego Giuliani, Giovanni Giambene, Hazem M. Abbas, Nadia Mana and Marco Matassoni and has published in prestigious journals such as Information Sciences, IEEE Transactions on Neural Networks and Learning Systems and Neurocomputing.

In The Last Decade

Edmondo Trentin

49 papers receiving 708 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Edmondo Trentin Italy 12 461 190 175 67 54 52 744
Michael Hüsken Germany 7 423 0.9× 185 1.0× 226 1.3× 128 1.9× 83 1.5× 9 918
D.W. Ruck United States 8 516 1.1× 139 0.7× 229 1.3× 73 1.1× 97 1.8× 16 843
Anoop Deoras United States 13 902 2.0× 187 1.0× 221 1.3× 65 1.0× 49 0.9× 25 1.2k
Salah Rifai Canada 5 541 1.2× 130 0.7× 462 2.6× 45 0.7× 69 1.3× 7 931
Olivier Breuleux Canada 5 434 0.9× 137 0.7× 351 2.0× 86 1.3× 25 0.5× 5 874
Xavier Muller Canada 5 540 1.2× 136 0.7× 465 2.7× 46 0.7× 68 1.3× 5 931
Frédéric Bastien Canada 5 436 0.9× 144 0.8× 349 2.0× 84 1.3× 22 0.4× 8 885
Cheong Hee Park South Korea 18 392 0.9× 131 0.7× 260 1.5× 71 1.1× 69 1.3× 63 876
Bo Wen China 7 245 0.5× 117 0.6× 127 0.7× 58 0.9× 41 0.8× 12 672
Shujian Yu China 15 341 0.7× 143 0.8× 321 1.8× 53 0.8× 66 1.2× 66 872

Countries citing papers authored by Edmondo Trentin

Since Specialization
Citations

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

Fields of papers citing papers by Edmondo Trentin

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Edmondo Trentin

This figure shows the co-authorship network connecting the top 25 collaborators of Edmondo Trentin. A scholar is included among the top collaborators of Edmondo Trentin 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 Edmondo Trentin. Edmondo Trentin 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.
Bongini, Pietro, et al.. (2025). GrapHisto: A Robust Representation of Graph-Structured Data for Graph Convolutional Networks. Neural Processing Letters. 57(1). 2 indexed citations
2.
Trentin, Edmondo, et al.. (2023). Downward-Growing Neural Networks. Entropy. 25(5). 733–733. 1 indexed citations
3.
Trentin, Edmondo. (2023). Multivariate Density Estimation with Deep Neural Mixture Models. Neural Processing Letters. 55(7). 9139–9154. 4 indexed citations
4.
Trentin, Edmondo, et al.. (2020). Mixtures of Deep Neural Experts for Automated Speech Scoring. arXiv (Cornell University). 3845–3849. 6 indexed citations
5.
Trentin, Edmondo, et al.. (2018). Recursive Neural Networks for Density Estimation Over Generalized Random Graphs. IEEE Transactions on Neural Networks and Learning Systems. 29(11). 5441–5458. 19 indexed citations
6.
Trentin, Edmondo, et al.. (2018). Nonparametric small random networks for graph-structured pattern recognition. Neurocomputing. 313. 14–24. 7 indexed citations
7.
Trentin, Edmondo, et al.. (2017). Parzen neural networks: Fundamentals, properties, and an application to forensic anthropology. Neural Networks. 97. 137–151. 16 indexed citations
8.
9.
Mana, Nadia, Friedhelm Schwenker, & Edmondo Trentin. (2012). Artificial Neural Networks in Pattern Recognition: 5th INNS IAPR TC 3 GIRPR Workshop, ANNPR 2012, Trento, Italy, September 17-19, 2012. Springer eBooks. 2 indexed citations
10.
Trentin, Edmondo, et al.. (2009). A hybrid random field model for scalable statistical learning. Neural Networks. 22(5-6). 603–613. 1 indexed citations
11.
Trentin, Edmondo, et al.. (2009). Classification of graphical data made easy. Neurocomputing. 73(1-3). 204–212. 4 indexed citations
12.
Trentin, Edmondo, et al.. (2009). Unsupervised nonparametric density estimation: A neural network approach. Use Siena air (University of Siena). 5 indexed citations
13.
14.
Trentin, Edmondo, Marco Matassoni, & Marco Gori. (2003). Evaluation on the Aurora 2 database of acoustic models that are less noise-sensitive. 1805–1808. 1 indexed citations
15.
Trentin, Edmondo & Marco Gori. (2003). Robust combination of neural networks and hidden markov models for speech recognition. IEEE Transactions on Neural Networks. 14(6). 1519–1531. 51 indexed citations
16.
Trentin, Edmondo & Marco Matassoni. (2003). Noise-tolerant speech recognition: the SNN-TA approach. Information Sciences. 156(1-2). 55–69. 4 indexed citations
17.
Trentin, Edmondo & Diego Giuliani. (2001). A Mixture of Recurrent Neural Networks for Speaker Normalisation. Neural Computing and Applications. 10(2). 120–135. 5 indexed citations
18.
Trentin, Edmondo. (2001). Networks with trainable amplitude of activation functions. Neural Networks. 14(4-5). 471–493. 70 indexed citations
19.
Trentin, Edmondo & Diego Giuliani. (1997). Speaker normalization with a mixture of recurrent networks.. The European Symposium on Artificial Neural Networks. 32(6). 541–7. 4 indexed citations
20.
Furlanello, Cesare, Diego Giuliani, & Edmondo Trentin. (1994). Connectionist Speaker Normalization with Generalized Resource Allocating Networks. Use Siena air (University of Siena). 7. 865–874. 3 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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