Denis Hamad

835 total citations
53 papers, 559 citations indexed

About

Denis Hamad is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Denis Hamad has authored 53 papers receiving a total of 559 indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Computer Vision and Pattern Recognition, 17 papers in Artificial Intelligence and 8 papers in Media Technology. Recurrent topics in Denis Hamad's work include Face and Expression Recognition (16 papers), Image Retrieval and Classification Techniques (10 papers) and Neural Networks and Applications (6 papers). Denis Hamad is often cited by papers focused on Face and Expression Recognition (16 papers), Image Retrieval and Classification Techniques (10 papers) and Neural Networks and Applications (6 papers). Denis Hamad collaborates with scholars based in France, Lebanon and Spain. Denis Hamad's co-authors include Demba Diallo, Mohamed Benbouzid, Ludovic Macaire, Ahmed El Hajjaji, Alice Porebski, Nicolas Vandenbroucke, Frédéric Vanderhaegen, Fadi Dornaika, Vinh Truong Hoang and André Bigand and has published in prestigious journals such as SHILAP Revista de lepidopterología, Neurocomputing and IEEE Transactions on Energy Conversion.

In The Last Decade

Denis Hamad

46 papers receiving 523 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Denis Hamad France 11 205 181 147 136 58 53 559
Qiyue Xie China 12 198 1.0× 100 0.6× 93 0.6× 101 0.7× 47 0.8× 50 819
Javier Echanobe Spain 15 117 0.6× 113 0.6× 110 0.7× 244 1.8× 56 1.0× 48 552
Gangquan Si China 15 122 0.6× 72 0.4× 280 1.9× 140 1.0× 56 1.0× 45 555
N. Venkateswaran India 14 54 0.3× 158 0.9× 83 0.6× 66 0.5× 53 0.9× 88 618
Tianran Zhang China 6 125 0.6× 61 0.3× 168 1.1× 356 2.6× 35 0.6× 11 668
Michael S. Gashler United States 8 72 0.4× 108 0.6× 73 0.5× 161 1.2× 35 0.6× 16 392
Jing Shi China 12 92 0.4× 268 1.5× 125 0.9× 125 0.9× 16 0.3× 43 500
Kaspars Ozols Latvia 9 75 0.4× 71 0.4× 63 0.4× 101 0.7× 36 0.6× 37 391
David Mercier France 12 156 0.8× 53 0.3× 108 0.7× 166 1.2× 95 1.6× 38 506

Countries citing papers authored by Denis Hamad

Since Specialization
Citations

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

Fields of papers citing papers by Denis Hamad

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Denis Hamad

This figure shows the co-authorship network connecting the top 25 collaborators of Denis Hamad. A scholar is included among the top collaborators of Denis Hamad 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 Denis Hamad. Denis Hamad 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.
Dornaika, Fadi, et al.. (2024). Adaptive Unsupervised Graph Convolution Network for Data Clustering with Graph Reconstruction. Cognitive Computation. 17(1).
2.
Hamad, Denis, et al.. (2020). Audio-Visual and Heart Signals for Attention and Emotion Analysis. Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference. 2795–2801. 3 indexed citations
3.
Kalakech, Ali, et al.. (2019). Financial development indicators: a comparative study between lebanon and middle east countries based on data mining techniques.. The International Arab Journal of Information Technology. 16. 499–505.
4.
Vandenbroucke, Nicolas, et al.. (2019). Compact Color Texture Representation by Feature Selection in Multiple Color Spaces. 436–443. 2 indexed citations
5.
6.
Hamad, Denis, et al.. (2018). Feature selection approach based on hypothesis-margin and pairwise constraints. 3 indexed citations
7.
8.
Hoang, Vinh Truong, Alice Porebski, Nicolas Vandenbroucke, & Denis Hamad. (2017). LBP Histogram Selection based on Sparse Representation for Color Texture Classification. HAL (Le Centre pour la Communication Scientifique Directe). 8 indexed citations
9.
Hamad, Denis, et al.. (2014). Spectral clustering applied for dynamic contrast-enhanced MR analysis of time–intensity curves. Computerized Medical Imaging and Graphics. 38(8). 702–713. 6 indexed citations
10.
Hamad, Denis, et al.. (2013). Constraint Score Evaluation for Spectral Feature Selection. Neural Processing Letters. 38(2). 155–175. 3 indexed citations
11.
Bigand, André, et al.. (2013). No-reference quality assessment in global illumination algorithms based on SVM. 2. 1–4. 1 indexed citations
12.
Porebski, Alice, et al.. (2010). Constraint score for semi-supervised selection of color texture features. 275–279. 1 indexed citations
13.
Hamad, Denis, et al.. (2009). Bounded Influence Support Vector Regression for Robust Single-Model Estimation. IEEE Transactions on Neural Networks. 20(11). 1689–1706. 11 indexed citations
14.
Hamad, Denis, et al.. (2006). Optic flow estimation by support vector regression. Engineering Applications of Artificial Intelligence. 19(7). 761–768. 6 indexed citations
15.
Hamad, Denis, et al.. (2006). Visualization Methods for Exploratory Data Analysis. 1. 1379–1384. 5 indexed citations
16.
Diallo, Demba, et al.. (2005). Fault Detection and Diagnosis in an Induction Machine Drive: A Pattern Recognition Approach Based on Concordia Stator Mean Current Vector. IEEE Transactions on Energy Conversion. 20(3). 512–519. 179 indexed citations
17.
18.
Daoudi, Mohamed, Denis Hamad, & J.‐G. Postaire. (2002). A display oriented technique for interactive pattern recognition by multilayer neural network. IEEE International Conference on Neural Networks. 1. 1633–1637. 1 indexed citations
19.
Hamad, Denis, et al.. (1998). Supervision of Wind Energy Converters by an Autoassociator Neural Network.. Natural Computing. 8(3). 329–334.
20.
Hamad, Denis, et al.. (1998). Neural Networks Inspection System for Glass Bottles Production. International Journal of Pattern Recognition and Artificial Intelligence. 12(4). 505–516. 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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