Explainable Artificial Intelligence: a Systematic Review G Vilone, L Longo arXiv preprint arXiv:2006.00093, 2020 | 414 | 2020 |
Notions of explainability and evaluation approaches for explainable artificial intelligence G Vilone, L Longo Information Fusion 76, 89-106, 2021 | 391 | 2021 |
Explainable artificial intelligence: Concepts, applications, research challenges and visions L Longo, R Goebel, F Lecue, P Kieseberg, A Holzinger International cross-domain conference for machine learning and knowledge …, 2020 | 178 | 2020 |
Experienced mental workload, perception of usability, their interaction and impact on task performance L Longo PloS one 13 (8), e0199661, 2018 | 110 | 2018 |
Classification of Explainable Artificial Intelligence Methods through Their Output Formats G Vilone, L Longo Machine Learning and Knowledge Extraction 3 (3), 615-661, 2021 | 102 | 2021 |
The Evolution of Cognitive Load Theory and the Measurement of Its Intrinsic, Extraneous and Germane Loads: A Review G Orru, L Longo Longo, L., & Leva, M. C. (Eds.). (2018) Second International Symposium, H …, 2019 | 99 | 2019 |
Human Mental Workload: A survey and a novel inclusive definition L Longo, CD Wickens, P Hancock, GM Hancock Frontiers in Psychology 13 (883321), 2962, 2022 | 92 | 2022 |
A defeasible reasoning framework for human mental workload representation and assessment L Longo Behaviour & Information Technology 34 (8), 758-786, 2015 | 87 | 2015 |
Assessment of Mental Workload: A Comparison of Machine Learning Methods and Subjective Assessment Techniques K Moustafa, S Luz, L Longo Longo, L., & Leva, M. C. (Eds.). (2017). Human Mental Workload: Models and …, 2017 | 78 | 2017 |
Modeling mental workload via rule-based expert system: a comparison with NASA-TLX and workload profile L Rizzo, P Dondio, SJ Delany, L Longo Artificial Intelligence Applications and Innovations: 12th IFIP WG 12.5 …, 2016 | 65 | 2016 |
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions L Longo, M Brcic, F Cabitza, J Choi, R Confalonieri, J Del Ser, R Guidotti, ... Information Fusion 106, 102301, 2024 | 51 | 2024 |
Is neuro-symbolic AI meeting its promises in natural language processing? A structured review K Hamilton, A Nayak, B Božić, L Longo Semantic Web, 1-42, 2022 | 51* | 2022 |
Mental workload GM Hancock, L Longo, MS Young, PA Hancock Handbook of Human Factors and Ergonomics, 203-226, 2021 | 51 | 2021 |
Formalising Human Mental Workload as a Defeasible Computational Concept L Longo The University of Dublin, Trinity College, 2014 | 50 | 2014 |
Argumentation theory for decision support in health-care: A comparison with machine learning L Longo, L Hederman International conference on brain and health informatics, 168-180, 2013 | 47 | 2013 |
Subjective usability, mental workload assessments and their impact on objective human performance L Longo Human-Computer Interaction-INTERACT 2017: 16th IFIP TC 13 International …, 2017 | 46 | 2017 |
The Importance of Human Mental Workload in Web Design. L Longo, F Rusconi, L Noce, S Barrett Proceedings of the 8th International Conference on Web Information Systems …, 2012 | 46 | 2012 |
Empowering qualitative research methods in education with artificial intelligence L Longo World Conference on Qualitative Research, 1-21, 2019 | 44 | 2019 |
Mental workload in medicine: foundations, applications, open problems, challenges and future perspectives L Longo 2016 IEEE 29th International Symposium on Computer-Based Medical Systems …, 2016 | 41 | 2016 |
On the relationship between perception of usability and subjective mental workload of web interfaces L Longo, P Dondio 2015 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2015 | 41 | 2015 |