# Authors Title Details Date Pdf/Links/Bibtex Keywords
26Lal U., Vinayak Chikkankod A., Longo L. Fractal dimensions and machine learning for detection of Parkinson’s disease in resting-state electroencephalography Neural Computing and Applications 2024 Electroencephalography • Explainable AI • Fractal dimension • Entropy • Sliding windowing • Feature extraction • Supervised learning • Machine Learning • Deep-learning
10.1007/s00521-024-09521-4
25Gómez-Tapia C., Bozic B., Longo L.On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications Frontiers Neuroinformatics 2022 biometrics • EEG • feature extraction • machine learning • deep learning • graph neural networks • Electroencephalography
10.0.13.61/fninf.2022.844667
24Vilone 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
23Longo L., Leva M.C.Human Mental Workload: Models and Applications 5th International Symposium on Human Mental Workload, Models and Applications 2021 Mental Workload • Models • Applications
dx.10.1007/978-3-030-91408-0
22Longo L., Rajendran M.A Novel Parabolic Model of Instructional Efficiency Grounded on Ideal Mental Workload and Performanc Human Mental Workload: Models and Applications 2021 Instructional efficiency • Cognitive Load Theory • Mental workload • Performance • Entropy • Validity • Parabolic • Optimality
10.1007/978-3-030-91408-0_2
21Longo L., Leva M.C.Human Mental Workload: Models and Applications 4th International Symposium on Human Mental Workload, Models and Applications 2020 Mental Workload • Models • Applications
dx.10.1007/978-3-030-62302-9
20Longo L., Goebel R., Lecue F., Kieseberg P., Holzinger A.Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions Machine Learning and Knowledge Extraction. Int. Cross-Domain Conference for Machine Learning and Knowledge Extraction 2020 Explainable artificial intelligence • Machine learning • Explainability
10.1007/978-3-030-57321-8_1
19Munoz-De-Escalona E., Cañas J., Leva M.C., Longo L. Task demand transition peak point effects on mental workload measures divergence Human Mental Workload: Models and Applications 4th International Symposium, H-WORKLOAD 2020 2020 Mental workload • Workload measures • Convergence • Divergence • Dissociations • Insensitivities • Task demand transitions • Rates of change • Peak point
10.1007/978-3-030-62302-9_13
18Orru G., Longo L.Direct and Constructivist Instructional Design: A Comparison of Efficiency Using Mental Workload and Task Performance 4th International Symposium on Human Mental Workload: Models and Applications 2020 Cognitive load theory • Mental workload • Efficiency • Direct instruction methods • Inquiry methods
10.1007/978-3-030-62302-9_7
17Rizzo, 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
16Longo L., Leva M.C.Human Mental Workload: Models and Applications 3rd International Symposium on Human Mental Workload, Models and Applications 2019 Mental Workload • Models • Applications
dx.10.1007/978-3-030-32423-0
15Crotti J.A., Debruyne C., Longo L., O'Sullivan D.On the Mental Workload Assessment of Uplift Mapping Representations in Linked Data 2nd International Symposium on Human Mental Workload: Models and Applications 2019 Mental Workload • Uplift Mapping Representations • Linked Data • Usability • Human-Computer Interaction
10.1007/978-3-030-14273-5_10
14Moustafa K., Longo L.Analysing the Impact of Machine Learning to Model Subjective Mental Workload: A Case Study in Third-Level Education 2nd International Symposium on Human Mental Workload: Models and Applications 2019 Machine Learning • Mental Workload • Modeling • Subjective Measures • Instructional Design
10.1007/978-3-030-14273-5_6
13Orru G., Longo L.The Evolution of Cognitive Load Theory and the Measurement of Its Intrinsic, Extraneous and Germane Loads: A Review 2n International Symposium on Human Mental Workload: Models and Applications 2019 Cognitive Load Theory • Cognitive Load types • Intrinsic Load • Extraneous Load • Germane Load • Measures • Instructional Design • Efficiency • Education • Mental Workload
10.1007/978-3-030-14273-5_3
12Yashkina E., Pinigin A., Lee JY, Mazzara M., Adekotujo A.S., Zubair A., Longo L.Expressing Trust with Temporal Frequency of User Interaction in Online Communities 33rd International Conference on Advanced Information Networking and Applications 2019 Reputation Management • Computational Trust • Online Communities • Social Media • Social Networks • Modeling
10.1007/978-3-030-15032-7_95
11Longo L., Leva M.C.Human Mental Workload: Models and Applications 2nd International Symposium on Human Mental Workload, Models and Applications 2018 Mental Workload • Models • Applications
dx.10.1007/978-3-030-14273-5
10Kelly P., Longo L.An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines Artificial Intelligence Applications and Innovations 2018 Multiple Kernels • Support Vector Machines • Machine Learning • Modeling • Artificial Intelligence
10.1007/978-3-319-92007-8_14
9Marochko V., Leonard J., Mazzara M., Longo L.Pseudorehearsal in actor-critic agents with neural network function approximation IEEE 32nd International Conference on Advanced Information Networking and Applications 2018 Reinforcement learning • Neural Networks • Catastrophic Forgetting • Pseudorehearsal • Artificial Intelligence
10.1109/AINA.2018.00099
8Melnikov A., Mazzara M., Rivera V., Lee J., Longo L.Towards Dynamic Interaction-Based Reputation Models IEEE 32nd International Conference on Advanced Information Networking and Applications 2018 Computational Trust • Reputation • Interaction • Modeling
10.1109/AINA.2018.00070
7Rizzo L., Majnaric L., Dondio P., Longo L.An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers IFIP International Conference on Artificial Intelligence Applications and Innovations 2018 Biomarkers • Argumentation Theory • Defeasible Reasoning • Artificial Intelligence • Modeling
10.1007/978-3-319-92007-8_33
6Balfe N., Crowley K., Smith B., Longo L.Estimation of Train Driver Workload: Extracting Taskload Measures from On-Train-Data-Recorders 1st International Symposium on Human Mental Workload: Models and Applications 2017 Mental Workload • Train drivers • Task Load Measures
10.1007/978-3-319-61061-0_7
5Longo L., Leva M.C.Human Mental Workload: Models and Applications 1st International Symposium on Human Mental Workload, Models and Applications 2017 Mental Workload • Models • Applications
10.1007/978-3-319-61061-0
4Moustafa K., Luz S., Longo L.Assessment of Mental Workload: A Comparison of Machine Learning Methods and Subjective Assessment Techniques International Symposium on Human Mental Workload: Models and Applications 2017 Mental Workload • Machine Learning • Subjective assessment techniques • Modeling
3Longo L.Mental workload in medicine: foundations, applications, open problems, challenges and future perspectives IEEE 29th International Symposium on Computer-Based Medical Systems 2016 Mental workload • Medicine • Health-care • System design • Performance • Safety • Critical systems
2Rizzo L., Dondio P. Delany S.J., Longo L.Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile IFIP International Conference on Artificial Intelligence Applications and Innovations 2016 Rule-based Expert System • Mental Workload • Heuristics • Modeling • Artificial Intelligence
1Longo L.Designing medical interactive systems via assessment of human mental workload IEEE 28th International Symposium on Computer-Based Medical Systems 2015 Human Mental Workload • Interactive Systems • Medical applications • Human-Computer Interaction
# Authors Title Details Date Pdf/Links/Bibtex Keywords