# Authors Title Details Date Pdf/Links/Bibtex Keywords
14Manzoor A., Qureshi M.A., Kidney E., Longo L.e-profits: a business-aligned evaluation metric for profit-sensitive customer churn prediction. International Journal of Data Science and Analytics 2026 Churn prediction • Machine learning • Artificial intelligence • Profit maximising • churn prediction • Customer relationship management
10.1007/s41060-026-01044-6
13Kumar S., Suiter J., Longo L.Advancing Deliberative Discourse Measurement: The Intersection with Computational Abstract Argumentation in Discourse Quality Evaluations Systems 2025 argumentation framework • discourse • defeasible reasoning • deliberation • argumentation • abstract semantics • deliberation quality
10.3390/systems13030204
12Hryniewska-Guzik W., Longo L., Biecek P.CNN-Based Explanation Ensembling for Dataset, Representation and Explanations Evaluation eXplainable Artificial Intelligence, The World Conference (xAI-2024) 2024 Explainable Artificial Intelligence • XAI • Convolutional Neural Network • model evaluation • data evaluation • representation learning • ensemble • deep learning • machine learning
10.1007/978-3-031-63797-1_18
11Vilone G., Longo L.Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods eXplainable Artificial Intelligence, The World Conference (xAI-2023) 2023 Explainable Artificial Intelligence • Human-centred evaluation • Psychometrics • Machine Learning • Deep Learning • Explainability
10.1007/978-3-031-44070-0_11
10Vilone G. Longo L.A global model-agnostic XAI method for the automatic formation of an abstract argumentation framework and its objective evaluation. 1st Int. Workshop on Argumentation for eXplainable AI (with 9th Int. Conference on Computational Models of Argument, COMMA 2022) 2022 Explainable artificial intelligence • Argumentation • Non-monotonic reasoning • Method evaluation • Metrics of explainability
9Raufi B., Longo L.An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload Frontiers Neuroinformatics 2022 human mental workload • EEG band ratios • alpha-to-theta ratios • theta-to-alpha ratios • machine learning • classification • Electroencephalography
10.3389/fninf.2022.861967
8Vilone G., Longo L.A Novel Human-Centred Evaluation Approach and an Argument-Based Method for Explainable Artificial Intelligence. Artificial Intelligence Applications and Innovations - 18th IFIP WG 12.5 International Conference 2022 Explainable Artificial Intelligence • Argumentation • Human-centred evaluation • Non-monotonic reasoning • Explainability
10.1007/978-3-031-08333-4_36
7Vilone G., Longo L.A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods Frontiers in Artificial Intelligence 2021 explainable artificial intelligence • rule extraction • method comparison and evaluation • metrics of explainability • method automatic ranking • artificial intelligence • explainability
10.3389/frai.2021.717899
6Vilone G, Longo L.Notions of explainability and evaluation approaches for explainable artificial intelligence Information fusion 2021 Explainable artificial intelligence • Notions of explainability • Evaluation methods
10.1016/j.inffus.2021.05.009
5Vilone G., Rizzo L., Longo L.A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence Proceedings for the 28th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7-8, 2020 2020 Explainable artificial intelligence • Rule extraction • Method • comparison • evaluation
4Rizzo, L., Longo L.An empirical evaluation of the inferential capacity of defeasible argumentation, non-monotonic fuzzy reasoning and expert systems Expert Systems with Applications 2020 Defeasible Argumentation • Argumentation Theory • Explainable Artificial Intelligence • Non-monotonic Reasoning • Fuzzy Logic • Expert Systems • Mental Workload
10.1016/j.eswa.2020.113220
3Longo L, Orru G.An Evaluation of the Reliability, Validity and Sensitivity of Three Human Mental Workload Measures Under Different Instructional Conditions in Third-Level Education McLaren B., Reilly R., Zvacek S., Uhomoibhi J. (eds) Computer Supported Education. CSEDU 2018. 2019 Cognitive Load Theory • Cognitive load types • Human Mental Workload • Instructional design • Direct instructions • Cognitive Theory of Multimedia Learning • Inquiry methods • Community of Inquiry • Reliability • Validity • Sensitivity • Education
10.1007/978-3-030-21151-6_19
2Longo L.On the Reliability, Validity and Sensitivity of Three Mental Workload Assessment Techniques for the Evaluation of Instructional Designs: A Case Study in a Third-level Course 10th International Conference on Computer Supported Education 2018 Human Mental Workload • Cognitive Load Theory • Instructional Design • Education
10.5220/0006801801660178
1Mulwa C., Longo L., Sharp M., Lawless S., Wade V.P.An Online Framework for Supporting the Evaluation of Personalised Information Retrieval Systems 6th international conference on Ubiquitous and Collaborative Computing 2011 Personalised Information Retrieval • User-Centred Evaluation • Layered Evaluation
10.14236/ewic/IUBICOM2011.9
# Authors Title Details Date Pdf/Links/Bibtex Keywords