Luca Longo

3.7k total citations · 2 hit papers
84 papers, 1.5k citations indexed

About

Luca Longo is a scholar working on Artificial Intelligence, Social Psychology and Cognitive Neuroscience. According to data from OpenAlex, Luca Longo has authored 84 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Artificial Intelligence, 24 papers in Social Psychology and 13 papers in Cognitive Neuroscience. Recurrent topics in Luca Longo's work include Human-Automation Interaction and Safety (21 papers), EEG and Brain-Computer Interfaces (13 papers) and Explainable Artificial Intelligence (XAI) (12 papers). Luca Longo is often cited by papers focused on Human-Automation Interaction and Safety (21 papers), EEG and Brain-Computer Interfaces (13 papers) and Explainable Artificial Intelligence (XAI) (12 papers). Luca Longo collaborates with scholars based in Ireland, Italy and India. Luca Longo's co-authors include Giulia Vilone, Bujar Raufi, Christopher D. Wickens, Gabriella M. Hancock, Peter A. Hancock, Pierpaolo Dondio, F. Garbassi, Francesco Masi, Roberto Fusco and Bridget Kane and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Macromolecules.

In The Last Decade

Luca Longo

77 papers receiving 1.4k 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.

Notions of explainability and evaluation approaches for explainable artificial intelligence

2021 309 citations Luca Longo et al. Information Fusion profile →
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

2024 172 citations Luca Longo, Mario Brčić et al. Information Fusion profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Luca Longo Ireland	18	596	260	213	135	101	84	1.5k
Chien‐Ming Huang United States	25	728 1.2×	807 3.1×	329 1.5×	97 0.7×	62 0.6×	102	2.2k
Tianlin Zhang China	19	383 0.6×	308 1.2×	26 0.1×	35 0.3×	151 1.5×	63	1.3k
Randolph G. Bias United States	18	173 0.3×	122 0.5×	246 1.2×	16 0.1×	137 1.4×	55	1.6k
Thomas Olsson Finland	28	195 0.3×	198 0.8×	133 0.6×	22 0.2×	43 0.4×	152	3.1k
R. Darin Ellis United States	20	84 0.1×	184 0.7×	102 0.5×	31 0.2×	38 0.4×	90	1.5k
Ben Green China	20	320 0.5×	79 0.3×	100 0.5×	86 0.6×	26 0.3×	65	1.5k
Muhammad Farhan Pakistan	20	248 0.4×	63 0.2×	42 0.2×	15 0.1×	82 0.8×	214	1.6k
Ying Cui Canada	28	391 0.7×	61 0.2×	234 1.1×	7 0.1×	80 0.8×	115	2.5k
Jina Kim South Korea	21	319 0.5×	178 0.7×	41 0.2×	12 0.1×	87 0.9×	101	1.5k
Mathias Kraus Germany	19	521 0.9×	37 0.1×	55 0.3×	35 0.3×	90 0.9×	60	1.5k

Countries citing papers authored by Luca Longo

Since Specialization

Citations

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

Fields of papers citing papers by Luca Longo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Luca Longo

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Longo, Luca & Richard B. Reilly. (2025). onEEGwaveLAD: A fully automated online EEG wavelet-based learning adaptive denoiser for artefacts identification and mitigation. PLoS ONE. 20(1). e0313076–e0313076.

Apicella, Andrea, et al.. (2024). Interpreting the latent space of a Convolutional Variational Autoencoder for semi-automated eye blink artefact detection in EEG signals. Computer Standards & Interfaces. 92. 103897–103897. 1 indexed citations

Longo, Luca, Mario Brčić, Federico Cabitza, et al.. (2024). Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Information Fusion. 106. 102301–102301. 172 indexed citations breakdown →

Longo, Luca, et al.. (2024). A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI. SHILAP Revista de lepidopterología. 6(3). 2049–2073. 4 indexed citations

Longo, Luca. (2023). Explainable Artificial Intelligence. Communications in computer and information science. 2 indexed citations

Longo, Luca, et al.. (2023). Interpreting Disentangled Representations of Person-Specific Convolutional Variational Autoencoders of Spatially Preserving EEG Topographic Maps via Clustering and Visual Plausibility. Information. 14(9). 489–489. 3 indexed citations

Sullivan, Robert S. & Luca Longo. (2023). Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations. SHILAP Revista de lepidopterología. 5(4). 1433–1455. 4 indexed citations

Longo, Luca, et al.. (2022). An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms. 155–162. 1 indexed citations

Longo, Luca, et al.. (2022). On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications. Frontiers in Neuroinformatics. 16. 844667–844667. 6 indexed citations

10.

Longo, Luca, et al.. (2022). Is neuro-symbolic AI meeting its promises in natural language processing? A structured review. Semantic Web. 15(4). 1265–1306. 30 indexed citations

11.

Raufi, Bujar & Luca Longo. (2022). An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload. Frontiers in Neuroinformatics. 16. 861967–861967. 53 indexed citations

12.

Longo, Luca, Christopher D. Wickens, Gabriella M. Hancock, & Peter A. Hancock. (2022). Human Mental Workload: A Survey and a Novel Inclusive Definition. Frontiers in Psychology. 13. 883321–883321. 101 indexed citations

13.

Longo, Luca, et al.. (2020). LightGWAS: A Novel Machine Learning Procedure for Genome-Wide Association Study. Open MIND. 25–36. 1 indexed citations

14.

Longo, Luca, et al.. (2020). Self-reported data for mental workload modelling in human-computer interaction and third-level education. SHILAP Revista de lepidopterología. 30. 105433–105433. 3 indexed citations

15.

Longo, Luca & Maria Chiara Leva. (2019). H-Workload 2019: 3rd International Symposium on Human Mental Workload: Models and Applications (Works in Progress). Arrow - TU Dublin (Technological University Dublin). 2 indexed citations

16.

Longo, Luca. (2018). Experienced mental workload, perception of usability, their interaction and impact on task performance. PLoS ONE. 13(8). e0199661–e0199661. 66 indexed citations

17.

Procopio, Elsa Quartapelle, Tiziana Benincori, Patrizia R. Mussini, et al.. (2017). A family of solution-processable macrocyclic and open-chain oligothiophenes with atropoisomeric scaffolds: structural and electronic features for potential energy applications. New Journal of Chemistry. 41(18). 10009–10019. 15 indexed citations

18.

Pellegrino, Andrea, Luca Longo, Riccardo Pó, et al.. (2015). Polymer solar cells based on poly(3-hexylthiophene) and fullerene: Pyrene acceptor systems. Materials Chemistry and Physics. 159. 46–55. 20 indexed citations

19.

Longo, Luca, et al.. (2009). TOWARD SOCIAL SEARCH - From Explicit to Implicit Collaboration to Predict Users’ Interests. Arrow - TU Dublin (Technological University Dublin). 684–687. 6 indexed citations

20.

Longo, Luca, et al.. (2009). Enabling Adaptation in Trust Computations. Arrow - TU Dublin (Technological University Dublin). 701–706. 3 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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