Marcello Farina

4.1k total citations
140 papers, 2.9k citations indexed

About

Marcello Farina is a scholar working on Control and Systems Engineering, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Marcello Farina has authored 140 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 108 papers in Control and Systems Engineering, 25 papers in Artificial Intelligence and 21 papers in Computer Networks and Communications. Recurrent topics in Marcello Farina's work include Advanced Control Systems Optimization (75 papers), Fault Detection and Control Systems (66 papers) and Control Systems and Identification (47 papers). Marcello Farina is often cited by papers focused on Advanced Control Systems Optimization (75 papers), Fault Detection and Control Systems (66 papers) and Control Systems and Identification (47 papers). Marcello Farina collaborates with scholars based in Italy, Switzerland and United Kingdom. Marcello Farina's co-authors include Riccardo Scattolini, Giancarlo Ferrari‐Trecate, Luca Giulioni, Luigi Piroddi, Stefano Riverso, Fabio Bonassi, Lalo Magni, Bruno Picasso, Enrico Pisoni and Claudio Carnevale and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and IEEE Transactions on Automatic Control.

In The Last Decade

Marcello Farina

132 papers receiving 2.8k citations

Peers

Marcello Farina

CSE

EEE

CNC

Ali Khaki Sedigh Iran

Yueyang Li China

Mahdi Aliyari Shoorehdeli Iran

Melanie N. Zeilinger Switzerland

Hazem Nounou Qatar

Mohamed Nounou Qatar

Yanzheng Zhu China

Nael H. El‐Farra United States

Sachin C. Patwardhan India

Gerasimos Rigatos Greece

Ali Khaki Sedigh Iran

Marcello Farina

1.6k ×0.8

CSE

304 ×0.5

EEE

407 ×0.9

230 ×0.5

CNC

133 ×0.9

Citations per year, relative to Marcello Farina Marcello Farina (= 1×) peers Ali Khaki Sedigh

Countries citing papers authored by Marcello Farina

Since Specialization

Citations

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

Fields of papers citing papers by Marcello Farina

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marcello Farina

This figure shows the co-authorship network connecting the top 25 collaborators of Marcello Farina. A scholar is included among the top collaborators of Marcello Farina 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 Marcello Farina. Marcello Farina 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

Bella, Alessio La, et al.. (2024). Data-driven control of echo state-based recurrent neural networks with robust stability guarantees. Systems & Control Letters. 195. 105974–105974.

Farina, Marcello, et al.. (2024). The freedom to run: developing an autonomous robot matching the needs of visually impaired citizens to technology opportunities. Disability and Rehabilitation Assistive Technology. 20(2). 370–380.

Rebecchi, Andrea, Marcello Farina, Giuseppe Andreoni, et al.. (2023). Shaping accessible public spaces for visually impaired people. The BUDD-e research experience. SHILAP Revista de lepidopterología. 192–203. 1 indexed citations

Bonassi, Fabio, et al.. (2023). Robust offset‐free nonlinear model predictive control for systems learned by neural nonlinear autoregressive exogenous models. International Journal of Robust and Nonlinear Control. 33(16). 9992–10009. 4 indexed citations

Bonassi, Fabio, Alessio La Bella, Marcello Farina, & Riccardo Scattolini. (2023). Nonlinear MPC design for incrementally ISS systems with application to GRU networks. Automatica. 159. 111381–111381. 12 indexed citations

Bella, Alessio La, et al.. (2023). An Incremental Input-to-State Stability Condition for a Class of Recurrent Neural Networks. IEEE Transactions on Automatic Control. 69(4). 2221–2236. 17 indexed citations

Bonassi, Fabio, et al.. (2022). On Recurrent Neural Networks for learning-based control: Recent results and ideas for future developments. Journal of Process Control. 114. 92–104. 54 indexed citations

Farina, Marcello, et al.. (2020). Learning-based predictive control of the cooling system of a large business centre. Control Engineering Practice. 97. 104348–104348. 30 indexed citations

Fagiano, Lorenzo, et al.. (2019). Learning-based predictive control for linear systems: A unitary approach. Virtual Community of Pathological Anatomy (University of Castilla La Mancha). 37 indexed citations

10.

Fagiano, Lorenzo, et al.. (2019). Structured modelling from data and optimal control of the cooling system of a large business center. Journal of Building Engineering. 28. 101043–101043. 13 indexed citations

11.

Bella, Alessio La, et al.. (2019). Design of Aggregators for the Day-Ahead Management of Microgrids Providing Active and Reactive Power Services. Virtual Community of Pathological Anatomy (University of Castilla La Mancha). 17 indexed citations

12.

Farina, Marcello, et al.. (2018). Robust predictive control with data-based multi-step prediction models. 1710–1715. 4 indexed citations

13.

Farina, Marcello, et al.. (2018). A hierarchical optimization-based scheme for combined Fire-tube Boiler/CHP generation units. Virtual Community of Pathological Anatomy (University of Castilla La Mancha). 416–421. 3 indexed citations

14.

Farina, Marcello, et al.. (2018). A Multirate Hierarchical MPC Scheme for Ensemble Systems. 50. 5874–5879. 3 indexed citations

15.

Giroletti, M., Marcello Farina, & Riccardo Scattolini. (2011). A hybrid frequency/power based method for industrial load shedding. International Journal of Electrical Power & Energy Systems. 35(1). 194–200. 25 indexed citations

16.

Pisoni, Enrico, Marcello Farina, G. Pagani, & Luigi Piroddi. (2011). Environmental Over-Threshold Event Forecasting using NARX Models. IFAC Proceedings Volumes. 44(1). 10559–10564. 2 indexed citations

17.

Farina, Marcello, Lorenzo Galleani, Patrizia Tavella, & S. Bittanti. (2010). A control theory approach to clock steering techniques. IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control. 57(10). 2257–2270. 23 indexed citations

18.

Ferrari, Giorgio, et al.. (2009). Ultra-low-noise CMOS current preamplifier from DC to 1 MHz. Electronics Letters. 45(25). 1278–1280. 39 indexed citations

19.

Bullinger, Eric, Dirk Fey, Marcello Farina, & Rolf Findeisen. (2008). Identification of biochemical reaction networks: an observer based approach. Strathprints: The University of Strathclyde institutional repository (University of Strathclyde). 56(5). 269–279. 4 indexed citations

20.

Farina, Marcello, Lorenzo Galleani, & Patrizia Tavella. (2005). Steering a time scale by the application of the theory of control. CINECA IRIS Institutional Research Information System (IRIS Istituto Nazionale di Ricerca Metrologica). 464–471. 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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