Alessandra Caggiano

3.2k total citations · 1 hit paper
81 papers, 2.3k citations indexed

About

Alessandra Caggiano is a scholar working on Mechanical Engineering, Electrical and Electronic Engineering and Industrial and Manufacturing Engineering. According to data from OpenAlex, Alessandra Caggiano has authored 81 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 56 papers in Mechanical Engineering, 32 papers in Electrical and Electronic Engineering and 31 papers in Industrial and Manufacturing Engineering. Recurrent topics in Alessandra Caggiano's work include Advanced machining processes and optimization (39 papers), Advanced Machining and Optimization Techniques (32 papers) and Advanced Surface Polishing Techniques (25 papers). Alessandra Caggiano is often cited by papers focused on Advanced machining processes and optimization (39 papers), Advanced Machining and Optimization Techniques (32 papers) and Advanced Surface Polishing Techniques (25 papers). Alessandra Caggiano collaborates with scholars based in Italy, China and United Kingdom. Alessandra Caggiano's co-authors include Roberto Teti, Fabrizia Caiazzo, Luigi Nele, Tiziana Segreto, Vittorio Alfieri, Robert X. Gao, Jianjing Zhang, Alessandro Simeone, Giulio Mattera and Doriana M. D’Addona and has published in prestigious journals such as Sensors, Mechanical Systems and Signal Processing and Materials.

In The Last Decade

Alessandra Caggiano

79 papers receiving 2.2k citations

Hit Papers

Machine learning-based image processing for on-line defec... 2019 2026 2021 2023 2019 100 200 300
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Machine learning-based image processing for on-line defect recognition in additive manufacturing
    2019 315 citations Alessandra Caggiano, Roberto Teti et al. CIRP Annals profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Alessandra Caggiano Italy 26 1.5k 916 648 523 446 81 2.3k
J. Balič Slovenia 25 1.2k 0.8× 866 0.9× 564 0.9× 336 0.6× 302 0.7× 98 2.2k
Garret E. O’Donnell Ireland 26 2.4k 1.6× 717 0.8× 886 1.4× 882 1.7× 381 0.9× 75 3.2k
S. Hinduja United Kingdom 26 1.4k 0.9× 523 0.6× 689 1.1× 737 1.4× 294 0.7× 101 2.1k
Alexios Papacharalampopoulos Greece 25 1.0k 0.7× 869 0.9× 297 0.5× 205 0.4× 594 1.3× 91 2.1k
Doriana M. D’Addona Italy 23 1.2k 0.8× 550 0.6× 656 1.0× 528 1.0× 118 0.3× 88 1.7k
J. Barreiro Spain 22 1.4k 0.9× 420 0.5× 430 0.7× 358 0.7× 219 0.5× 81 1.7k
Mohd Khairol Anuar Mohd Ariffin Malaysia 27 1.1k 0.7× 728 0.8× 194 0.3× 583 1.1× 619 1.4× 195 2.6k
Svetan Ratchev United Kingdom 29 1.7k 1.1× 1.7k 1.9× 626 1.0× 848 1.6× 161 0.4× 199 3.2k
Mushtaq Khan Pakistan 23 1.2k 0.8× 372 0.4× 508 0.8× 303 0.6× 356 0.8× 89 1.9k
Gianni Campatelli Italy 27 2.1k 1.4× 583 0.6× 499 0.8× 543 1.0× 828 1.9× 86 2.3k

Countries citing papers authored by Alessandra Caggiano

Since Specialization
Citations

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

Fields of papers citing papers by Alessandra Caggiano

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Alessandra Caggiano

This figure shows the co-authorship network connecting the top 25 collaborators of Alessandra Caggiano. A scholar is included among the top collaborators of Alessandra Caggiano 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 Alessandra Caggiano. Alessandra Caggiano 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.
Fan, Yuchen, Alessandro Simeone, Dario Antonelli, et al.. (2025). Development of an AI-based informational assistance system for assembly accounting for dyslexia. Journal of Intelligent Manufacturing.
2.
Fan, Yu‐Chen, Alessandro Simeone, Dario Antonelli, et al.. (2025). A framework for digital assembly instructions as a step towards manufacturing inclusiveness. Procedia CIRP. 132. 116–121. 2 indexed citations
3.
Mattera, Giulio, Joseph Polden, Alessandra Caggiano, et al.. (2024). Semi-supervised learning for real-time anomaly detection in pulsed transfer wire arc additive manufacturing. Journal of Manufacturing Processes. 128. 84–97. 23 indexed citations
4.
Mattera, Giulio, Joseph Polden, Alessandra Caggiano, et al.. (2024). Anomaly Detection of Wire Arc Additively Manufactured Parts via Surface Tension Transfer through Unsupervised Machine Learning Techniques. Procedia CIRP. 126. 686–691. 9 indexed citations
5.
Mattera, Giulio, Alessandra Caggiano, & Luigi Nele. (2024). Correction: Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing. Journal of Intelligent Manufacturing. 36(2). 1311–1311. 1 indexed citations
6.
Mattera, Giulio, Alessandra Caggiano, & Luigi Nele. (2024). Optimal data-driven control of manufacturing processes using reinforcement learning: an application to wire arc additive manufacturing. Journal of Intelligent Manufacturing. 36(2). 1291–1310. 33 indexed citations
7.
Caggiano, Alessandra, Giulio Mattera, & Luigi Nele. (2023). Smart Tool Wear Monitoring of CFRP/CFRP Stack Drilling Using Autoencoders and Memory-Based Neural Networks. Applied Sciences. 13(5). 3307–3307. 21 indexed citations
8.
Teti, Roberto, Dimitris Mourtzis, Doriana M. D’Addona, & Alessandra Caggiano. (2022). Process monitoring of machining. CIRP Annals. 71(2). 529–552. 84 indexed citations
9.
Caggiano, Alessandra, et al.. (2021). Optimal cutting parameters and tool geometry in drilling of CFRP/CFRP stack laminates for aeronautical applications. Procedia CIRP. 99. 398–403. 7 indexed citations
10.
Caggiano, Alessandra, et al.. (2019). Characterization of hole quality and temperature in drilling of Al/CFRP stacks under different process condition. Procedia CIRP. 79. 319–324. 18 indexed citations
11.
Simeone, Alessandro, et al.. (2019). A deep learning based-decision support tool for solution recommendation in cloud manufacturing platforms. Procedia CIRP. 86. 68–73. 10 indexed citations
12.
13.
Caggiano, Alessandra. (2018). Cloud-based manufacturing process monitoring for smart diagnosis services. International Journal of Computer Integrated Manufacturing. 31(7). 612–623. 77 indexed citations
14.
Caggiano, Alessandra, et al.. (2018). Elucidating Grinding Mechanism by Theoretical and Experimental Investigations. Materials. 11(2). 274–274. 17 indexed citations
15.
Caggiano, Alessandra & Luigi Nele. (2018). Artificial Neural Networks for Tool Wear Prediction Based on Sensor Fusion Monitoring of CFRP/CFRP Stack Drilling. International Journal of Automation Technology. 12(3). 275–281. 22 indexed citations
16.
17.
Caggiano, Alessandra, et al.. (2017). Dry Turning of Ti6Al4V: Tool Wear Curve Reconstruction Based on Cognitive Sensor Monitoring. Procedia CIRP. 62. 209–214. 13 indexed citations
18.
Nele, Luigi, Alessandra Caggiano, & Roberto Teti. (2016). Autoclave Cycle Optimization for High Performance Composite Parts Manufacturing. Procedia CIRP. 57. 241–246. 29 indexed citations
19.
Lopresto, Valentina, Alessandra Caggiano, & Roberto Teti. (2016). High Performance Cutting of Fibre Reinforced Plastic Composite Materials. Procedia CIRP. 46. 71–82. 56 indexed citations
20.
Caggiano, Alessandra, et al.. (2014). 3D Digital Reconfiguration of an Automated Welding System for a Railway Manufacturing Application. Procedia CIRP. 25. 39–45. 14 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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