Mariofanna Milanova

6.3k total citations
100 papers, 703 citations indexed

About

Mariofanna Milanova is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Mariofanna Milanova has authored 100 papers receiving a total of 703 indexed citations (citations by other indexed papers that have themselves been cited), including 46 papers in Computer Vision and Pattern Recognition, 26 papers in Artificial Intelligence and 11 papers in Signal Processing. Recurrent topics in Mariofanna Milanova's work include Neural Networks and Applications (14 papers), Advanced Data Compression Techniques (11 papers) and Image and Signal Denoising Methods (9 papers). Mariofanna Milanova is often cited by papers focused on Neural Networks and Applications (14 papers), Advanced Data Compression Techniques (11 papers) and Image and Signal Denoising Methods (9 papers). Mariofanna Milanova collaborates with scholars based in United States, Bulgaria and Portugal. Mariofanna Milanova's co-authors include Ranganathan Kumar, Tomasz G. Smolinski, Roumen Kountchev, D. Todorovsky, Stuart H. Rubin, Pétia Georgieva, Vladimir Todorov, Aboul Ella Hassanien, Nikolay Sirakov and Barbara G. Ryder and has published in prestigious journals such as SHILAP Revista de lepidopterología, Applied Physics Letters and Annals of the New York Academy of Sciences.

In The Last Decade

Mariofanna Milanova

89 papers receiving 663 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Mariofanna Milanova United States 14 160 126 95 80 72 100 703
Daehan Won United States 17 159 1.0× 229 1.8× 118 1.2× 65 0.8× 151 2.1× 78 1.1k
Shamila Nasreen Pakistan 6 161 1.0× 377 3.0× 55 0.6× 26 0.3× 66 0.9× 7 877
Endika Bengoetxea Spain 13 133 0.8× 434 3.4× 38 0.4× 18 0.2× 34 0.5× 18 944
Bilal Fadlallah United States 6 93 0.6× 82 0.7× 171 1.8× 37 0.5× 53 0.7× 13 912
Samina Khalid Pakistan 11 236 1.5× 390 3.1× 66 0.7× 26 0.3× 70 1.0× 27 1.1k
R. Rajesh India 16 250 1.6× 125 1.0× 115 1.2× 18 0.2× 51 0.7× 88 823
Yuan Guo China 17 95 0.6× 157 1.2× 62 0.7× 27 0.3× 108 1.5× 67 701
Austin J. Brockmeier United States 12 170 1.1× 291 2.3× 162 1.7× 14 0.2× 78 1.1× 44 1.1k

Countries citing papers authored by Mariofanna Milanova

Since Specialization
Citations

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

Fields of papers citing papers by Mariofanna Milanova

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mariofanna Milanova

This figure shows the co-authorship network connecting the top 25 collaborators of Mariofanna Milanova. A scholar is included among the top collaborators of Mariofanna Milanova 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 Mariofanna Milanova. Mariofanna Milanova 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.
Al‐Shammary, Dhiah, et al.. (2025). Novel EEG feature selection based on hellinger distance for epileptic seizure detection. Smart Health. 35. 100536–100536. 6 indexed citations
2.
Milanova, Mariofanna, et al.. (2025). LSTM–Transformer-Based Robust Hybrid Deep Learning Model for Financial Time Series Forecasting. Sci. 7(1). 7–7. 14 indexed citations
3.
4.
Milanova, Mariofanna, et al.. (2024). Enhancing Bias Assessment for Complex Term Groups in Language Embedding Models: Quantitative Comparison of Methods. JMIR Medical Informatics. 12. e60272–e60272.
5.
Ahmed, Zeeshan, et al.. (2024). Deep learning based identification and tracking of railway bogie parts. Alexandria Engineering Journal. 107. 533–546. 5 indexed citations
6.
7.
Milanova, Mariofanna, et al.. (2011). Subjective image quality prediction based on neural network.. ICIQ. 3 indexed citations
8.
Milanova, Mariofanna, et al.. (2010). Objective video quality assessment for tracking moving objects from video sequences. International Conference on Signal Processing. 121–126. 6 indexed citations
9.
Milanova, Mariofanna. (2009). The territory-identity nexus in the conflict over Nagorno Karabakh: implications for OSCE peace efforts. SHILAP Revista de lepidopterología. 3 indexed citations
10.
Kountchev, Roumen, et al.. (2009). Non-linear image representation based on IDP with NN. 5(9). 315–325. 6 indexed citations
11.
Milanova, Mariofanna, et al.. (2009). Quasi-Newton Minimization for Active Contours with Chan-Vese Model.. IPCV. 575–578. 5 indexed citations
12.
Smolinski, Tomasz G., Mariofanna Milanova, & Aboul Ella Hassanien. (2008). Computational Intelligence in Biomedicine and Bioinformatics: Current Trends and Applications. Springer eBooks. 15(1). 18–22. 4 indexed citations
13.
Smolinski, Tomasz G., Mariofanna Milanova, & Aboul Ella Hassanien. (2008). Applications of Computational Intelligence in Biology: Current Trends and Open Problems. DIAL (Catholic University of Leuven). 16 indexed citations
14.
Kountchev, Roumen, et al.. (2006). Lossless compression of biometric image data. International Conference on Signal Processing. 185–190. 6 indexed citations
15.
Boratyn, Grzegorz M., Tomasz G. Smolinski, Mariofanna Milanova, et al.. (2003). Scoring-Based Analysis of Protein Patterns for Identification of Myeloma Cancer.. 60–65.
16.
Milanova, Mariofanna, et al.. (2003). Digital Watermarking for Medical Images.. 509–520. 2 indexed citations
17.
Milanova, Mariofanna, Adel Elmaghraby, & Stuart H. Rubin. (2000). Cellular Neural Networks for Segmentation of Image Sequence.. Information Systems. 189(2). 116–119. 2 indexed citations
18.
Milanova, Mariofanna, et al.. (1998). Cellular Neural Networks for Complex Object Recognition.. Natural Computing. 304–310. 1 indexed citations
19.
Milanova, Mariofanna, et al.. (1998). Active Vision System For 3D Object Recognition.
20.
Milanova, Mariofanna, et al.. (1992). Recovering and CAD/CAM processing of complex surfaces. European Conference on Artificial Intelligence. 824–825. 1 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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