Luca Longo

ORCID

Publication Activity (10 Years)

Years Active: 1996-2025
Publications (10 Years): 89

Top Venues

CoRR

H-WORKLOAD

AICS

xAI (Late-breaking Work, Demos, Doctoral Consortium)

Publications

Sabatina Criscuolo, Andrea Apicella, Roberto Prevete, Luca Longo
Interpreting the latent space of a Convolutional Variational Autoencoder for semi-automated eye blink artefact detection in EEG signals. Comput. Stand. Interfaces 92 (2025)
Kyle Hamilton, Luca Longo, Bojan Bozic
GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text. CoRR (2024)
Kyle Hamilton, Luca Longo, Bojan Bozic
GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text. WWW (Companion Volume) (2024)
Awais Manzoor, Muhammad Atif Qureshi, Etain Kidney, Luca Longo
A Review on Machine Learning Methods for Customer Churn Prediction and Recommendations for Business Practitioners. IEEE Access 12 (2024)
Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion 106 (2024)
Weronika Hryniewska-Guzik, Luca Longo, Przemyslaw Biecek
CNN-based explanation ensembling for dataset, representation and explanations evaluation. CoRR (2024)
Utkarsh Lal, Arjun Vinayak Chikkankod, Luca Longo
Fractal dimensions and machine learning for detection of Parkinson's disease in resting-state electroencephalography. Neural Comput. Appl. 36 (15) (2024)
Giulia Vilone, Luca Longo
An Examination of the Effect of the Inconsistency Budget in Weighted Argumentation Frameworks and their Impact on the Interpretation of Deep Neural Networks. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Anastasia Natsiou, Luca Longo, Seán O'Leary
An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms. CoRR (2023)
Anastasia Natsiou, Seán O'Leary, Luca Longo
An Exploration of the Latent Space of a Convolutional Variational Autoencoder for the Generation of Musical Instrument Tones. xAI (3) (2023)
Oleksandr Davydko, Vladimir Pavlov, Luca Longo
Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions Classification with the Integrated Gradients XAI Attribution Method. xAI (1) (2023)
Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR (2023)
Lucas Rizzo, Luca Longo
A novel structured argumentation framework for improved explainability of classification tasks. CoRR (2023)
Taufique Ahmed, Luca Longo
Latent Space Interpretation and Visualisation for Understanding the Decisions of Convolutional Variational Autoencoders Trained with EEG Topographic Maps. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Lucas Rizzo, Luca Longo
Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts. Inf. Fusion 89 (2023)
Ephrem Tibebe Mekonnen, Pierpaolo Dondio, Luca Longo
Explaining Deep Learning Time Series Classification Models using a Decision Tree-Based Post-Hoc XAI Method. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Giulia Vilone, Luca Longo
Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods. xAI (3) (2023)
Taufique Ahmed, Luca Longo
Interpreting Disentangled Representations of Person-Specific Convolutional Variational Autoencoders of Spatially Preserving EEG Topographic Maps via Clustering and Visual Plausibility. Inf. 14 (9) (2023)
Aparna Nayak, Bojan Bozic, Luca Longo
Data Quality Assessment and Recommendation of Feature Selection Algorithms: An Ontological Approach. J. Web Eng. 22 (1) (2023)
Robert S. Sullivan, Luca Longo
Optimizing Deep Q-Learning Experience Replay with SHAP Explanations: Exploring Minimum Experience Replay Buffer Sizes in Reinforcement Learning. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Anastasia Natsiou, Luca Longo, Seán O'Leary
Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors. CoRR (2023)
Robert S. Sullivan, Luca Longo
Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Carlos Gómez-Tapia, Bojan Bozic, Luca Longo
Investigating the Effect of Pre-processing Methods on Model Decision-Making in EEG-Based Person Identification. xAI (3) (2023)
Luca Longo
Preface. xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Lucas Rizzo, Luca Longo
Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts. CoRR (2022)
Arjun Vinayak Chikkankod, Luca Longo
On the Dimensionality and Utility of Convolutional Autoencoder's Latent Space Trained with Topology-Preserving Spectral EEG Head-Maps. Mach. Learn. Knowl. Extr. 4 (4) (2022)
Bujar Raufi, Luca Longo
An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload. CoRR (2022)
Kyle Hamilton, Aparna Nayak, Bojan Bozic, Luca Longo
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review. CoRR (2022)
Carlos Gómez-Tapia, Bojan Bozic, Luca Longo
On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications. Frontiers Neuroinformatics 16 (2022)
Vladimir Marochko, Richard Reilly, Rachel McDonnell, Luca Longo
A Survey on the Application of Virtual Reality in Event-Related Potential Research. CD-MAKE (2022)
Anastasia Natsiou, Luca Longo, Seán O'Leary
An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms. SITIS (2022)
Luca Longo, Giuliano Orru
Evaluating instructional designs with mental workload assessments in university classrooms. Behav. Inf. Technol. 41 (6) (2022)
Bujar Raufi, Luca Longo
An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload. Frontiers Neuroinformatics 16 (2022)
Luca Longo
Modeling cognitive load as a self-supervised brain rate with electroencephalography and deep learning. CoRR (2022)
Taufique Ahmed, Luca Longo
Examining the Size of the Latent Space of Convolutional Variational Autoencoders Trained With Spectral Topographic Maps of EEG Frequency Bands. IEEE Access 10 (2022)
Giulia Vilone, Luca Longo
A Novel Human-Centred Evaluation Approach and an Argument-Based Method for Explainable Artificial Intelligence. AIAI (1) (2022)
Oleksandr Davydko, Olena Horodetska, Ievgen Nastenko, Yaroslav Hladkyi, Vladimir Pavlov, Luca Longo, Mykola Linnik, Oleksandr Galkin
A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19. CSIT (2022)
Aparna Nayak, Bojan Bozic, Luca Longo
An Ontological Approach for Recommending a Feature Selection Algorithm. ICWE (2022)
Giulia Vilone, Luca Longo
An XAI method for the Automatic Formation of an Abstract Argumentation Framework from a Neural Network and its Objective Evaluation. ArgXAI@COMMA (2022)
Aparna Nayak, Bojan Bozic, Luca Longo
Data Quality Assessment of Comma Separated Values Using Linked Data Approach. BIS (Workshops) (2021)
Giulia Vilone, Luca Longo
Classification of Explainable Artificial Intelligence Methods through Their Output Formats. Mach. Learn. Knowl. Extr. 3 (3) (2021)
Giulia Vilone, Luca Longo
Notions of explainability and evaluation approaches for explainable artificial intelligence. Inf. Fusion 76 (2021)
Luca Longo, Murali Rajendran
A Novel Parabolic Model of Instructional Efficiency Grounded on Ideal Mental Workload and Performance. H-WORKLOAD (2021)
Aparna Nayak, Bojan Bozic, Luca Longo
Linked Data Quality Assessment: A Survey. ICWS (2021)
Aparna Nayak, Bojan Bozic, Luca Longo
(Linked) Data Quality Assessment: An Ontological Approach. RuleML+RR (Supplement) (2021)
Luca Longo, Lucas Rizzo, Pierpaolo Dondio
Examining the modelling capabilities of defeasible argumentation and non-monotonic fuzzy reasoning. Knowl. Based Syst. 211 (2021)
Giulia Vilone, Luca Longo
A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods. Frontiers Artif. Intell. 4 (2021)
Kyle Hamilton, Bojan Bozic, Luca Longo
Interrupting the Propaganda Supply Chain. KnOD@WWW (2021)
Pierpaolo Dondio, Luca Longo
Weakly Complete Semantics Based on Undecidedness Blocking. CoRR (2021)
Lucas Rizzo, Pierpaolo Dondio, Luca Longo
Exploring the potential of defeasible argumentation for quantitative inferences in real-world contexts: An assessment of computational trust. AICS (2020)
Giuliano Orru, Luca Longo
Direct and Constructivist Instructional Design: A Comparison of Efficiency Using Mental Workload and Task Performance. H-WORKLOAD (2020)
Giulia Vilone, Luca Longo
Explainable Artificial Intelligence: a Systematic Review. CoRR (2020)
Giulia Vilone, Lucas Rizzo, Luca Longo
A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence. AICS (2020)
Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. CD-MAKE (2020)
Bruno Ambrozio, Luca Longo, Lucas Rizzo
LightGWAS: A Novel Machine Learning Procedure for Genome-Wide Association Study. AICS (2020)
Enrique Muñoz-de-Escalona, José Juan Cañas, Maria Chiara Leva, Luca Longo
Task Demand Transition Peak Point Effects on Mental Workload Measures Divergence. H-WORKLOAD (2020)
Lucas Rizzo, Luca Longo
An empirical evaluation of the inferential capacity of defeasible argumentation, non-monotonic fuzzy reasoning and expert systems. Expert Syst. Appl. 147 (2020)
Pierpaolo Dondio, Luca Longo
Beyond reasonable doubt: A proposal for undecidedness blocking in abstract argumentation. Intelligenza Artificiale 13 (2) (2019)
Ekaterina Yashkina, Arseny Pinigin, JooYoung Lee, Manuel Mazzara, Akinlolu Solomon Adekotujo, Adam Zubair, Luca Longo
Expressing Trust with Temporal Frequency of User Interaction in Online Communities. AINA (2019)
Ekaterina Yashkina, Arseny Pinigin, JooYoung Lee, Manuel Mazzara, Akinlolu Solomon Adekotujo, Adam Zubair, Luca Longo
Expressing Trust with Temporal Frequency of User Interaction in Online Communities. CoRR (2019)
Pierpaolo Dondio, Luca Longo, Stefano Bistarelli
Preface to the Special Issue on Advances in Argumentation in Artificial Intelligence. Intelligenza Artificiale 13 (2) (2019)
Giuliano Orru, Luca Longo
Direct Instruction and Its Extension with a Community of Inquiry: A Comparison of Mental Workload, Performance and Efficiency. CSEDU (1) (2019)
Lucas Rizzo, Luca Longo
A Qualitative Investigation of the Explainability of Defeasible Argumentation and Non-Monotonic Fuzzy Reasoning. AICS (2018)
Almaz Melnikov, JooYoung Lee, Victor Rivera, Manuel Mazzara, Luca Longo
Towards Dynamic Interaction-Based Reputation Models. AINA (2018)
Almaz Melnikov, Manuel Mazzara, Victor Rivera, JooYoung Lee, Luca Longo
Towards dynamic interaction-based model. CoRR (2018)
Ademar Crotti Junior, Christophe Debruyne, Luca Longo, Declan O'Sullivan
On the Mental Workload Assessment of Uplift Mapping Representations in Linked Data. H-WORKLOAD (2018)
Paul Kelly, Luca Longo
An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines. AIAI (2018)
Vladimir Marochko, Leonard Johard, Manuel Mazzara, Luca Longo
Pseudorehearsal in Actor-Critic Agents with Neural Network Function Approximation. AINA (2018)
Luca Longo, Giuliano Orru
An Evaluation of the Reliability, Validity and Sensitivity of Three Human Mental Workload Measures Under Different Instructional Conditions in Third-Level Education. CSEDU (Selected Papers) (2018)
Luca Longo
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. CSEDU (2) (2018)
Lucas Rizzo, Ljiljana Majnaric, Luca Longo
A Comparative Study of Defeasible Argumentation and Non-monotonic Fuzzy Reasoning for Elderly Survival Prediction Using Biomarkers. AI*IA (2018)
Giuliano Orru, Federico Gobbo, Declan O'Sullivan, Luca Longo
An Investigation of the Impact of a Social Constructivist Teaching Approach, based on Trigger Questions, Through Measures of Mental Workload and Efficiency. CSEDU (2) (2018)
Giuliano Orru, Luca Longo
The Evolution of Cognitive Load Theory and the Measurement of Its Intrinsic, Extraneous and Germane Loads: A Review. H-WORKLOAD (2018)
Lucas Rizzo, Luca Longo
Inferential Models of Mental Workload with Defeasible Argumentation and Non-monotonic Fuzzy Reasoning: a Comparative Study. AI³@AI*IA (2018)
Lucas Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, Luca Longo
An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers. AIAI (2018)
Karim Moustafa, Luca Longo
Analysing the Impact of Machine Learning to Model Subjective Mental Workload: A Case Study in Third-Level Education. H-WORKLOAD (2018)
Nora Balfe, Katie Crowley, Brendan Smith, Luca Longo
Estimation of Train Driver Workload: Extracting Taskload Measures from On-Train-Data-Recorders. H-WORKLOAD (2017)
Austin Mccartney, Svetlana Hensman, Luca Longo
How Short is a Piece of String? : The Impact of Text Length and Text Augmentation on Short-text Classification. AICS (2017)
Steven Lynch, Luca Longo
On the Relationship between Sampling Rate and Hidden Markov Models Accuracy in Non-Intrusive Load Monitoring. AICS (2017)
Karim Moustafa, Saturnino Luz, Luca Longo
Assessment of Mental Workload: A Comparison of Machine Learning Methods and Subjective Assessment Techniques. H-WORKLOAD (2017)
Noel Rogers, Luca Longo
A Comparison on the Classification of Short-text Documents Using Latent Dirichlet Allocation and Formal Concept Analysis. AICS (2017)
Lucas Rizzo, Luca Longo
Representing and Inferring Mental Workload via Defeasible Reasoning: A Comparison with the NASA Task Load Index and the Workload Profile. AI³@AI*IA (2017)
Vladimir Marochko, Leonard Johard, Manuel Mazzara, Luca Longo
Pseudorehearsal in actor-critic agents with neural network function approximation. CoRR (2017)
Luca Longo
Subjective Usability, Mental Workload Assessments and Their Impact on Objective Human Performance. INTERACT (2) (2017)
Lucas Rizzo, Pierpaolo Dondio, Sarah Jane Delany, Luca Longo
Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile. AIAI (2016)
Luca Longo
Mental Workload in Medicine: Foundations, Applications, Open Problems, Challenges and Future Perspectives. CBMS (2016)
Luca Longo, Pierpaolo Dondio
On the Relationship between Perception of Usability and Subjective Mental Workload of Web Interfaces. WI-IAT (1) (2015)
Luca Longo
Designing Medical Interactive Systems Via Assessment of Human Mental Workload. CBMS (2015)
Luca Longo
A defeasible reasoning framework for human mental workload representation and assessment. Behav. Inf. Technol. 34 (8) (2015)
Luca Longo, Pierpaolo Dondio
Defeasible Reasoning and Argument-Based Systems in Medical Fields: An Informal Overview. CBMS (2014)
Pierpaolo Dondio, Luca Longo
Computing Trust as a Form of Presumptive Reasoning. WI-IAT (1) (2014)
Luca Longo, Lucy Hederman
Argumentation Theory for Decision Support in Health-Care: A Comparison with Machine Learning. Brain and Health Informatics (2013)
Luca Longo, Bridget Kane, Lucy Hederman
Argumentation theory in health care. CBMS (2012)
Luca Longo, Fabio Rusconi, Lucia Noce, Stephen Barrett
The Importance of Human Mental Workload in Web Design. WEBIST (2012)
Luca Longo
Formalising Human Mental Workload as Non-monotonic Concept for Adaptive and Personalised Web-Design. UMAP (2012)
Luca Longo, Bridget Kane
A novel methodology for evaluating user interfaces in health care. CBMS (2011)
Luca Longo
Human-Computer Interaction and Human Mental Workload: Assessing Cognitive Engagement in the World Wide Web. INTERACT (4) (2011)
Anna Calabrese, Andrea Pellegrino, Riccardo Po, Nicola Perin, Alessandra Tacca, Luca Longo, Nadia Camaioni, Francesca Tinti, Siraye E. Debebe, Salvatore Patanè, Alfio Consoli
Design, Synthesis, Characterization and Use of Random Conjugated Copolymers for Optoelectronic Applications. DoCEIS (2011)
Luca Longo, Stephen Barrett
A Computational Analysis of Cognitive Effort. ACIIDS (2) (2010)
Luca Longo, Stephen Barrett
Cognitive Effort for Multi-agent Systems. Brain Informatics (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luca Longo