Mattia Neroni

695 total citations · 1 hit paper
25 papers, 455 citations indexed

About

Mattia Neroni is a scholar working on Industrial and Manufacturing Engineering, Computer Networks and Communications and Automotive Engineering. According to data from OpenAlex, Mattia Neroni has authored 25 papers receiving a total of 455 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Industrial and Manufacturing Engineering, 5 papers in Computer Networks and Communications and 5 papers in Automotive Engineering. Recurrent topics in Mattia Neroni's work include Advanced Manufacturing and Logistics Optimization (7 papers), Optimization and Search Problems (5 papers) and Transportation and Mobility Innovations (5 papers). Mattia Neroni is often cited by papers focused on Advanced Manufacturing and Logistics Optimization (7 papers), Optimization and Search Problems (5 papers) and Transportation and Mobility Innovations (5 papers). Mattia Neroni collaborates with scholars based in Italy, Spain and Germany. Mattia Neroni's co-authors include Massimo Bertolini, Davide Mezzogori, Francesco Zammori, Ángel A. Juan, Giovanni Romagnoli, Marcello Braglia, Dieter Uckelmann, Leonardo Marrazzini, Javier Panadero and Javier Faulín and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and International Journal of Production Research.

In The Last Decade

Mattia Neroni

23 papers receiving 436 citations

Hit Papers

align trajectories

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.

Machine Learning for industrial applications: A comprehensive literature review

2021 349 citations Massimo Bertolini, Davide Mezzogori et al. Expert Systems with Applications profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Mattia Neroni Italy	7	194	62	59	57	55	25	455
Davide Mezzogori Italy	8	192 1.0×	68 1.1×	61 1.0×	57 1.0×	47 0.9×	24	469
Abe Zeid United States	11	262 1.4×	44 0.7×	49 0.8×	90 1.6×	46 0.8×	40	565
Mehdi Foumani Australia	14	320 1.6×	47 0.8×	66 1.1×	36 0.6×	44 0.8×	25	541
Detlef Gerhard Austria	11	260 1.3×	50 0.8×	51 0.9×	46 0.8×	19 0.3×	46	432
Buyun Sheng China	11	200 1.0×	40 0.6×	39 0.7×	70 1.2×	34 0.6×	70	408
Martin Ruskowski Germany	14	368 1.9×	60 1.0×	83 1.4×	63 1.1×	43 0.8×	90	565
Zeki Murat Çınar Cyprus	6	275 1.4×	65 1.0×	150 2.5×	93 1.6×	50 0.9×	8	621
M’hammed Sahnoun France	16	271 1.4×	48 0.8×	103 1.7×	42 0.7×	80 1.5×	69	667
Cuebong Wong United Kingdom	12	387 2.0×	43 0.7×	80 1.4×	75 1.3×	40 0.7×	18	758
Tomasz Królikowski Poland	14	140 0.7×	34 0.5×	57 1.0×	81 1.4×	27 0.5×	89	464

Countries citing papers authored by Mattia Neroni

Since Specialization

Citations

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

Fields of papers citing papers by Mattia Neroni

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mattia Neroni

This figure shows the co-authorship network connecting the top 25 collaborators of Mattia Neroni. A scholar is included among the top collaborators of Mattia Neroni 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 Mattia Neroni. Mattia Neroni is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Neroni, Mattia & Marta Rinaldi. (2025). A supply chain analytics approach for optimizing milk collection routing in multi-depot networks. SHILAP Revista de lepidopterología. 10. 100123–100123.

Neroni, Mattia, et al.. (2025). An agile optimisation algorithm for the multi-source team orienteering problem. European J of Industrial Engineering. 19(3). 273–294.

Neroni, Mattia, Massimo Bertolini, & Ángel A. Juan. (2024). A Biased-Randomized Discrete Event Algorithm to Improve the Productivity of Automated Storage and Retrieval Systems in the Steel Industry. Algorithms. 17(1). 46–46. 3 indexed citations

Juan, Ángel A., et al.. (2024). An Agile Optimization Algorithm for the Multi-Source Team Orienteering Problem. European J of Industrial Engineering. 19(3). 1 indexed citations

Bertolini, Massimo, Davide Mezzogori, Mattia Neroni, & Francesco Zammori. (2023). A scrumban board-based approach to improve material flow in engineering to order (ETO) companies: an industrial application based on action research. Production Planning & Control. 35(16). 2131–2153. 2 indexed citations

Neroni, Mattia, et al.. (2023). A Demand Modelling Pipeline for an Agent-Based Traffic Simulation of the City of Barcelona. IRIS Research product catalog (Sapienza University of Rome). 1771–1782. 2 indexed citations

Neroni, Mattia, et al.. (2023). Battery Sharing: A Feasibility Analysis through Simulation. Batteries. 9(4). 225–225. 2 indexed citations

Bertolini, Massimo, Mattia Neroni, & Dieter Uckelmann. (2023). A survey of literature on automated storage and retrieval systems from 2009 to 2019. International Journal of Logistics Systems and Management. 44(4). 514–514. 6 indexed citations

Bertolini, Massimo, et al.. (2022). A Heuristic-Based Simulation for an Education Process to Learn about Optimization Applications in Logistics and Transportation. Mathematics. 10(5). 830–830. 10 indexed citations

10.

Neroni, Mattia, et al.. (2022). Biased-Randomized Discrete-Event Heuristics for Dynamic Optimization with Time Dependencies and Synchronization. Algorithms. 15(8). 289–289. 3 indexed citations

11.

Neroni, Mattia, et al.. (2022). RFID software-based shielding: Implementation of further approaches under varying surrounding conditions. 12(2). 127–143. 1 indexed citations

12.

Neroni, Mattia, et al.. (2022). Solving Vehicle Routing Problems under Uncertainty and in Dynamic Scenarios: From Simheuristics to Agile Optimization. Applied Sciences. 13(1). 101–101. 8 indexed citations

13.

Bertolini, Massimo, Marcello Braglia, Leonardo Marrazzini, & Mattia Neroni. (2021). Project Time Deployment: a new lean tool for losses analysis in Engineer-to-Order production environments. International Journal of Production Research. 60(10). 3129–3146. 10 indexed citations

14.

Panadero, Javier, et al.. (2021). Last-Mile Delivery of Pharmaceutical Items to Heterogeneous Healthcare Centers with Random Travel Times and Unpunctuality Fees. IRIS UNIMORE (University of Modena and Reggio Emilia). 1–12. 4 indexed citations

15.

Mezzogori, Davide, et al.. (2021). Software-based shielding for real-time inventory count in different store areas: A feasibility analysis in fashion retail. IRIS UNIMORE (University of Modena and Reggio Emilia). 12(1). 53–68. 3 indexed citations

16.

Bertolini, Massimo, Mattia Neroni, & Dieter Uckelmann. (2021). A survey of literature on automated storage and retrieval systems from 2009 to 2019. International Journal of Logistics Systems and Management. 1(1). 1–1. 2 indexed citations

17.

Uckelmann, Dieter, et al.. (2021). Guideline to Safety and Security in Federated Remote Labs. International Journal of Online and Biomedical Engineering (iJOE). 17(4). 39–62. 3 indexed citations

18.

Bertolini, Massimo, Davide Mezzogori, Mattia Neroni, & Francesco Zammori. (2021). Machine Learning for industrial applications: A comprehensive literature review. Expert Systems with Applications. 175. 114820–114820. 349 indexed citations breakdown →

19.

Bertolini, Massimo, et al.. (2020). Order picking: A comparison of heuristic and meta-heuristic approaches. IRIS UNIMORE (University of Modena and Reggio Emilia). 3 indexed citations

20.

Bertolini, Massimo, et al.. (2019). Optimizing Retrieving Performance of an Automated Warehouse for Unconventional Stock Keeping Units. Procedia Manufacturing. 39. 1681–1690. 10 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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