Mario Manzo

919 total citations
33 papers, 555 citations indexed

About

Mario Manzo is a scholar working on Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Mario Manzo has authored 33 papers receiving a total of 555 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 8 papers in Molecular Biology and 8 papers in Computer Vision and Pattern Recognition. Recurrent topics in Mario Manzo's work include Bioinformatics and Genomic Networks (6 papers), Advanced Graph Neural Networks (4 papers) and Cellular and Composite Structures (4 papers). Mario Manzo is often cited by papers focused on Bioinformatics and Genomic Networks (6 papers), Advanced Graph Neural Networks (4 papers) and Cellular and Composite Structures (4 papers). Mario Manzo collaborates with scholars based in Italy, Russia and Indonesia. Mario Manzo's co-authors include Alessandro Rozza, Antonio Maratea, Alfredo Petrosino, Mario Rosario Guarracino, Lucia Maddalena, Ilaria Granata, Maurizio Giordano, Alfredo Petrosino, Donato Perfetto and Ichcha Manipur and has published in prestigious journals such as SHILAP Revista de lepidopterología, Pattern Recognition and Information Sciences.

In The Last Decade

Mario Manzo

32 papers receiving 544 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Mario Manzo Italy 9 302 126 87 59 59 33 555
Xuming Han China 12 311 1.0× 181 1.4× 34 0.4× 70 1.2× 68 1.2× 64 744
Ling Wu China 9 161 0.5× 95 0.8× 130 1.5× 54 0.9× 57 1.0× 27 535
You Zhou China 14 314 1.0× 237 1.9× 73 0.8× 29 0.5× 28 0.5× 84 683
Zixing Song Hong Kong 10 492 1.6× 255 2.0× 41 0.5× 111 1.9× 52 0.9× 15 879
Caiming Zhong China 13 369 1.2× 271 2.2× 121 1.4× 75 1.3× 23 0.4× 42 632
Faliang Huang China 13 396 1.3× 152 1.2× 44 0.5× 133 2.3× 32 0.5× 50 702
Qinpei Zhao China 10 262 0.9× 96 0.8× 41 0.5× 76 1.3× 37 0.6× 49 510
Feihu Zhang China 11 275 0.9× 403 3.2× 55 0.6× 72 1.2× 47 0.8× 18 843
Haojun Sun China 9 233 0.8× 105 0.8× 41 0.5× 62 1.1× 24 0.4× 46 456

Countries citing papers authored by Mario Manzo

Since Specialization
Citations

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

Fields of papers citing papers by Mario Manzo

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mario Manzo

This figure shows the co-authorship network connecting the top 25 collaborators of Mario Manzo. A scholar is included among the top collaborators of Mario Manzo 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 Mario Manzo. Mario Manzo 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.
Granata, Ilaria, Lucia Maddalena, Mario Manzo, Mario Rosario Guarracino, & Maurizio Giordano. (2024). HELP: A computational framework for labelling and predicting human common and context-specific essential genes. PLoS Computational Biology. 20(9). e1012076–e1012076.
2.
Maddalena, Lucia, Ilaria Granata, Maurizio Giordano, Mario Manzo, & Mario Rosario Guarracino. (2023). Integrating Different Data Modalities for the Classification of Alzheimer’s Disease Stages. SN Computer Science. 4(3). 4 indexed citations
3.
4.
Manzo, Mario. (2021). Voting in Transfer Learning System for Ground-Based Cloud Classification. MDPI (MDPI AG). 22 indexed citations
5.
Manzo, Mario. (2020). Bucket of Deep Transfer Learning Features and Classification Models for Melanoma Detection. MDPI (MDPI AG). 21 indexed citations
6.
Manzo, Mario, Donato Perfetto, Giuseppe Lamanna, Francesco Caputo, & Luigi Di Palma. (2020). Evaluation of the Mechanical Behavior of a Biocomposite Material in a Fuselage Section Numerical Drop Test. Macromolecular Symposia. 389(1). 5 indexed citations
7.
Maddalena, Lucia, Ilaria Granata, Ichcha Manipur, Mario Manzo, & Mario Rosario Guarracino. (2020). Glioma Grade Classification via Omics Imaging. 7 indexed citations
8.
Granata, Ilaria, et al.. (2020). Learning from Metabolic Networks: Current Trends and Future Directions for Precision Medicine. Current Medicinal Chemistry. 28(32). 6619–6653. 2 indexed citations
9.
Lamanna, Giuseppe, et al.. (2019). Fibreglass Reinforced Polymer Structure Response under Different Impact Scenarios. Key engineering materials. 827. 13–18. 1 indexed citations
10.
Manzo, Mario. (2019). KGEARSRG: Kernel Graph Embedding on Attributed Relational SIFT-Based Regions Graph. Machine Learning and Knowledge Extraction. 1(3). 962–973. 4 indexed citations
11.
Caputo, Francesco, Mario Manzo, Donato Perfetto, et al.. (2019). Numerical Drop Test of a Full Composite Fuselage Section Having Two Components of Velocity. Procedia Structural Integrity. 24. 788–799. 3 indexed citations
12.
Manzo, Mario & Alessandro Rozza. (2019). DOPSIE: Deep-Order Proximity and Structural Information Embedding. Machine Learning and Knowledge Extraction. 1(2). 684–697. 3 indexed citations
13.
Manzo, Mario. (2019). Graph-Based Image Matching for Indoor Localization. Machine Learning and Knowledge Extraction. 1(3). 785–804. 10 indexed citations
14.
Caputo, Francesco, Mario Caterino, Alessandro De Luca, et al.. (2019). Product And Process Integrated Design To Enhance Smart Manufacturing Systems. 213–218. 3 indexed citations
15.
Manzo, Mario. (2016). A model for Users Behavior Analysis and Forecasting in Moodle. SHILAP Revista de lepidopterología. 2 indexed citations
16.
Maratea, Antonio, Alfredo Petrosino, & Mario Manzo. (2016). Triadic Motifs in the Partitioned World Trade Web. Procedia Computer Science. 98. 479–484. 5 indexed citations
17.
Rozza, Alessandro, Mario Manzo, & Alfredo Petrosino. (2014). A Novel Graph-Based Fisher Kernel Method for Semi-supervised Learning. CINECA IRIS Institutial research information system (Parthenope University of Naples). 3786–3791. 8 indexed citations
18.
Maratea, Antonio, Alfredo Petrosino, & Mario Manzo. (2013). Adjusted F-measure and kernel scaling for imbalanced data learning. Information Sciences. 257. 331–341. 111 indexed citations
19.
Maratea, Antonio, Alfredo Petrosino, & Mario Manzo. (2013). Generation of description metadata for video files. CINECA IRIS Institutial research information system (Parthenope University of Naples). 262–269. 4 indexed citations
20.
Maratea, Antonio, Alfredo Petrosino, & Mario Manzo. (2012). Automatic generation of SCORM compliant metadata for portable document format files. CINECA IRIS Institutial research information system (Parthenope University of Naples). 360–367. 5 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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