Ruairí de Fréin

892 total citations
67 papers, 403 citations indexed

About

Ruairí de Fréin is a scholar working on Computer Networks and Communications, Signal Processing and Electrical and Electronic Engineering. According to data from OpenAlex, Ruairí de Fréin has authored 67 papers receiving a total of 403 indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Computer Networks and Communications, 26 papers in Signal Processing and 19 papers in Electrical and Electronic Engineering. Recurrent topics in Ruairí de Fréin's work include Speech and Audio Processing (16 papers), Blind Source Separation Techniques (16 papers) and Image and Video Quality Assessment (14 papers). Ruairí de Fréin is often cited by papers focused on Speech and Audio Processing (16 papers), Blind Source Separation Techniques (16 papers) and Image and Video Quality Assessment (14 papers). Ruairí de Fréin collaborates with scholars based in Ireland, Sweden and United Kingdom. Ruairí de Fréin's co-authors include Ali Malik, Scott Rickard, Fintan Sheerin, Brendan Jennings, Benjamin Aziz, Javier Andreu-Pérez, Mark Davis, Konstantinos Drakakis, Jin Xu and John A. Clark and has published in prestigious journals such as IEEE Transactions on Signal Processing, IEEE Access and Sustainability.

In The Last Decade

Ruairí de Fréin

60 papers receiving 350 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Ruairí de Fréin Ireland	11	162	108	103	95	91	67	403
Yuchen Liu China	8	88 0.5×	93 0.9×	54 0.5×	85 0.9×	153 1.7×	24	367
Yurong Jiang United States	10	216 1.3×	26 0.2×	150 1.5×	89 0.9×	70 0.8×	12	413
Yunsik Son South Korea	10	99 0.6×	37 0.3×	31 0.3×	62 0.7×	49 0.5×	70	292
Ali Alqahtani Saudi Arabia	12	115 0.7×	40 0.4×	76 0.7×	68 0.7×	121 1.3×	46	380
Guilin Chen China	12	212 1.3×	50 0.5×	106 1.0×	352 3.7×	179 2.0×	50	613
Sanaz Kianoush Italy	13	177 1.1×	66 0.6×	371 3.6×	92 1.0×	180 2.0×	47	597
Cristina Stolojescu-Crișan Romania	8	87 0.5×	26 0.2×	114 1.1×	81 0.9×	47 0.5×	26	318
Moshe Gabel Canada	12	153 0.9×	32 0.3×	24 0.2×	57 0.6×	76 0.8×	29	354
Soma Bandyopadhyay India	14	161 1.0×	76 0.7×	42 0.4×	55 0.6×	207 2.3×	33	561
Douglas McIlwraith United Kingdom	7	34 0.2×	41 0.4×	27 0.3×	75 0.8×	44 0.5×	15	315

Countries citing papers authored by Ruairí de Fréin

Since Specialization

Citations

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

Fields of papers citing papers by Ruairí de Fréin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ruairí de Fréin. 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 Ruairí de Fréin. The network helps show where Ruairí de Fréin may publish in the future.

Co-authorship network of co-authors of Ruairí de Fréin

This figure shows the co-authorship network connecting the top 25 collaborators of Ruairí de Fréin. A scholar is included among the top collaborators of Ruairí de Fréin 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 Ruairí de Fréin. Ruairí de Fréin 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

Fréin, Ruairí de, et al.. (2025). Quantum-Enhanced Battery Anomaly Detection in Smart Transportation Systems. Applied Sciences. 15(17). 9452–9452.

Fréin, Ruairí de, et al.. (2025). Predicting SoH in Lithium-ion Batteries using a Variational Quantum Neural Network. 1–8. 2 indexed citations

Fréin, Ruairí de, et al.. (2025). Video-on-Demand Prediction via Ensemble Load-Adjusted CNN-Random Forests. 462–467.

Fréin, Ruairí de, et al.. (2024). LA-CNN: Load-Adjusted Video-on-Demand Prediction using CNNs. 1–6. 1 indexed citations

Fréin, Ruairí de, et al.. (2024). Sustainable Mobility: Machine Learning-Driven Deployment of EV Charging Points in Dublin. Sustainability. 16(22). 9950–9950. 3 indexed citations

Fréin, Ruairí de, et al.. (2024). Elevato-CDR: Speech Enhancement in Large Delay and Reverberant Assisted Living Scenarios. Arrow - TU Dublin (Technological University Dublin). 153–157.

Fréin, Ruairí de, et al.. (2024). Traffic-Specific Packet-Level Monitoring in SDN. 10. 1–6.

Malik, Ali & Ruairí de Fréin. (2023). Graph Modeling for OpenFlow Switch Monitoring. IEEE Access. 11. 84543–84553. 1 indexed citations

Malik, Ali, et al.. (2023). Survey of Routing Techniques-Based Optimization of Energy Consumption in SD-DCN. Híradástechnika/Infocommunications journal. 15(Special Issue). 35–42. 2 indexed citations

10.

Fréin, Ruairí de, et al.. (2022). An empirical comparison of the security and performance characteristics of topology formation algorithms for Bitcoin networks. Array. 15. 100221–100221. 4 indexed citations

11.

Fréin, Ruairí de, et al.. (2022). Evaluating large delay estimation techniques for assisted living environments. Electronics Letters. 58(22). 846–849. 2 indexed citations

12.

Malik, Ali, et al.. (2020). Intelligent SDN Traffic Classification Using Deep Learning: Deep-SDN. Arrow - TU Dublin (Technological University Dublin). 184–189. 28 indexed citations

13.

Fréin, Ruairí de, et al.. (2018). Evaluating Load Adjusted Learning Strategies for Client Service Levels Prediction from Cloud-hosted Video Servers. Arrow - TU Dublin (Technological University Dublin). 198–209. 4 indexed citations

14.

Fréin, Ruairí de. (2017). APHONIC: Adaptive thresholding for noise cancellation in smart mobile environments. Arrow - TU Dublin (Technological University Dublin). 9. 285–292. 4 indexed citations

15.

Fréin, Ruairí de & Scott Rickard. (2016). Power-Weighted Divergences for Relative Attenuation and Delay Estimation. IEEE Signal Processing Letters. 23(11). 1612–1616. 8 indexed citations

16.

Fréin, Ruairí de. (2014). Learning and storing the parts of objects: IMF. KTH Publication Database DiVA (KTH Royal Institute of Technology). 1–6. 7 indexed citations

17.

Fréin, Ruairí de. (2014). Quantized nonnegative matrix factorization. KTH Publication Database DiVA (KTH Royal Institute of Technology). 377–382. 4 indexed citations

18.

Fréin, Ruairí de, Scott Rickard, & Konstantinos Drakakis. (2009). Extracting Garch Effects from Asset Returns Using Robust NMF. 36. 200–205. 2 indexed citations

19.

Fréin, Ruairí de, Konstantinos Drakakis, & Scott Rickard. (2008). Portfolio diversification using subspace factorizations. ARROW@Dublin Institute of Technology (Dublin Institute of Technology). 1075–1080. 13 indexed citations

20.

Sheerin, Fintan & Ruairí de Fréin. (2007). The Occipital and Sacral Pressures Experienced by Healthy Volunteers Under Spinal Immobilization: A Trial of Three Surfaces. Journal of Emergency Nursing. 33(5). 447–450. 33 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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