Luca Longo

167 papers A 2B 10C 5Misc 4Journal 59Unranked 62
YearRankTypeTitle / Venue / Authors
2026 J jnl
Assessing Interaction Quality in Human-AI Dialogue: An Integrative Review and Multi-Layer Framework for Conversational Agents.
Mach. Learn. Knowl. Extr.
Luca Marconi, Luca Longo, Federico Cabitza
2026 J jnl
Editorial: Passive brain-computer interfaces: moving from lab to real-world application.
Frontiers Comput. Neurosci.
Vincenzo Ronca, Luca Longo, Rossella Capotorto, Pietro Aricò
2026 — ed.
Explainable Artificial Intelligence - Third World Conference, xAI 2025, Istanbul, Turkey, July 9-11, 2025, Proceedings, Part I
xAI (1)
Riccardo Guidotti, Ute Schmid, Luca Longo
2026 — ed.
Explainable Artificial Intelligence - Third World Conference, xAI 2025, Istanbul, Turkey, July 9-11, 2025, Proceedings, Part II
xAI (2)
Riccardo Guidotti, Ute Schmid, Luca Longo
2026 — ed.
Explainable Artificial Intelligence - Third World Conference, xAI 2025, Istanbul, Turkey, July 9-11, 2025, Proceedings, Part III
xAI (3)
Riccardo Guidotti, Ute Schmid, Luca Longo
2026 — ed.
Explainable Artificial Intelligence - Third World Conference, xAI 2025, Istanbul, Turkey, July 9-11, 2025, Proceedings, Part IV
xAI (4)
Riccardo Guidotti, Ute Schmid, Luca Longo
2026 — ed.
Explainable Artificial Intelligence - Third World Conference, xAI 2025, Istanbul, Turkey, July 9-11, 2025, Proceedings, Part V
xAI (5)
Riccardo Guidotti, Ute Schmid, Luca Longo
2026 J jnl
L2GTX: From Local to Global Time Series Explanations.
CoRR
Ephrem Tibebe Mekonnen, Luca Longo, Lucas Rizzo, Pierpaolo Dondio
2026 J jnl
No Single Metric Tells the Whole Story: A Multi-Dimensional Evaluation Framework for Uncertainty Attributions.
CoRR
Emily Schiller, Teodor Chiaburu, Marco Zullich, Luca Longo
2026 J jnl
Residual Value Prediction in Automotive: A Review of Methods and Data With Research Roadmap.
IEEE Access
Fatima Rabia Yapicioglu, Alberto Rigenti, Andrea Cisci, Meltem Aksoy, Fabio Vitali, Luca Longo
2026 J jnl
SHAPCA: Consistent and Interpretable Explanations for Machine Learning Models on Spectroscopy Data.
CoRR
Mingxing Zhang, Nicola Rossberg, Simone Innocente, Katarzyna Komolibus, Rekha Gautam, Barry O'Sullivan, Luca Longo, Andrea Visentin
2026 J jnl
e-profits: a business-aligned evaluation metric for profit-sensitive customer churn prediction.
Int. J. Data Sci. Anal.
Awais Manzoor, Muhammad Atif Qureshi, Etain Kidney, Luca Longo
2025 — conf
A Combination of Integrated Gradients and SRFAMap for Explaining Neural Networks Trained with High-Order Statistical Radiomic Features.
xAI (1)
Oleksandr Davydko, Vladimir Pavlov, Luca Longo
2025 J jnl
Advancing Deliberative Discourse Measurement: The Intersection with Computational Abstract Argumentation in Discourse Quality Evaluations.
Syst.
Sanjay Kumar, Jane Suiter, Luca Longo
2025 J jnl
Approximate-Inverse Explainability of β-VAE Latents for Multichannel EEG Participant-Generalised Topographical Representation Learning.
IEEE Access
Takafumi Nakanishi, Luca Longo
2025 J jnl
CORTEX: A Cost-Sensitive Rule and Tree Extraction Method.
CoRR
Marija Kopanja, Milos Savic, Luca Longo
2025 J jnl
CORTEX: Cost-sensitive rule and tree extraction method.
Knowl. Based Syst.
Marija Kopanja, Milos Savic, Luca Longo
2025 J jnl
Computational Argumentation and Automatic Rule-Generation for Explainable Data-Driven Modeling.
IEEE Access
Luca Longo, Serena Berretta, Damiano Verda, Lucas Rizzo
2025 — conf
Enhancing Cost-Sensitive Tree-Based XAI Surrogate Method: Exploring Alternative Cost Matrix Formulation.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Marija Kopanja, Milos Savic, Luca Longo
2025 — conf
Evaluating Argumentation Graphs as Global Explainable Surrogate Models for Dense Neural Networks and Their Comparison with Decision Trees.
xAI (5)
Giulia Vilone, Luca Longo
2025 — conf
Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest.
xAI (2)
Matteo Ceschin, Leonardo Arrighi, Luca Longo, Sylvio Barbon Junior
2025 J jnl
Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest.
CoRR
Matteo Ceschin, Leonardo Arrighi, Luca Longo, Sylvio Barbon Junior
2025 — conf
Integrated Gradients for Enhanced Interpretation of P3b-ERP Classifiers Trained with EEG-superlets in Traditional and Virtual Environments.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Vladimir Marochko, Jacek Rogala, Luca Longo
2025 J jnl
Interpreting the latent space of a Convolutional Variational Autoencoder for semi-automated eye blink artefact detection in EEG signals.
Comput. Stand. Interfaces
Sabatina Criscuolo, Andrea Apicella, Roberto Prevete, Luca Longo
2025 J jnl
LOMATCE: LOcal Model-Agnostic Time Series Classification Explanations.
IEEE Access
Ephrem Tibebe Mekonnen, Luca Longo, Pierpaolo Dondio
2025 — conf
Latent Space Interpretation and Mechanistic Clipping of Subject-Specific Variational Autoencoders of EEG Topographic Maps for Artefacts Reduction.
xAI (3)
Taufique Ahmed, Przemyslaw Biecek, Luca Longo
2025 — conf
Preface.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Przemyslaw Biecek, Slawomir Nowaczyk, Gitta Kutyniok, Luca Longo
2025 J jnl
PyNoetic: A modular python framework for no-code development of EEG brain-computer interfaces.
CoRR
Gursimran Singh, Aviral Chharia, Rahul Upadhyay, Vinay Kumar, Luca Longo
2025 J jnl
Research Frontiers in Machine Learning & Knowledge Extraction.
Mach. Learn. Knowl. Extr.
Andreas Holzinger, Luca Longo, Angelo Cangelosi, Javier Del Ser
2025 J jnl
The Feature Understandability Scale for Human-Centred Explainable AI: Assessing Tabular Feature Importance.
CoRR
Nicola Rossberg, Bennett Kleinberg, Barry O'Sullivan, Luca Longo, Andrea Visentin
2025 J jnl
e-Profits: A Business-Aligned Evaluation Metric for Profit-Sensitive Customer Churn Prediction.
CoRR
Awais Manzoor, Muhammad Atif Qureshi, Etain Kidney, Luca Longo
2024 — conf
A Comparative Analysis of SHAP, LIME, ANCHORS, and DICE for Interpreting a Dense Neural Network in Credit Card Fraud Detection.
xAI (4)
Bujar Raufi, Ciaran Finnegan, Luca Longo
2024 — conf
A Global Post Hoc XAI Method For Interpreting LSTM Using Deterministic Finite State Automata.
AICS
Gargi Gupta, Luca Longo, Muhammad Atif Qureshi
2024 J jnl
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI.
Mach. Learn. Knowl. Extr.
Lucas Rizzo, Damiano Verda, Serena Berretta, Luca Longo
2024 J jnl
A Review on Machine Learning Methods for Customer Churn Prediction and Recommendations for Business Practitioners.
IEEE Access
Awais Manzoor, Muhammad Atif Qureshi, Etain Kidney, Luca Longo
2024 J jnl
A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers.
Frontiers Artif. Intell.
Ephrem Tibebe Mekonnen, Luca Longo, Pierpaolo Dondio
2024 — conf
A proposal for improving EEG microstate generation via interpretable deep clustering with convolutional autoencoders.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Arjun Vinayak Chikkankod, Luca Longo
2024 — conf
CNN-Based Explanation Ensembling for Dataset, Representation and Explanations Evaluation.
xAI (2)
Weronika Hryniewska-Guzik, Luca Longo, Przemyslaw Biecek
2024 J jnl
CNN-based explanation ensembling for dataset, representation and explanations evaluation.
CoRR
Weronika Hryniewska-Guzik, Luca Longo, Przemyslaw Biecek
2024 — conf
Enhancing the analysis of the P300 event-related potential with integrated gradients on a convolutional neural network trained with superlets.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Vladimir Marochko, Luca Longo
2024 J jnl
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions.
Inf. Fusion
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
2024 — ed.
Explainable Artificial Intelligence - Second World Conference, xAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part I
xAI (1)
Luca Longo, Sebastian Lapuschkin, Christin Seifert
2024 — ed.
Explainable Artificial Intelligence - Second World Conference, xAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part II
xAI (2)
Luca Longo, Sebastian Lapuschkin, Christin Seifert
2024 — ed.
Explainable Artificial Intelligence - Second World Conference, xAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part III
xAI (3)
Luca Longo, Sebastian Lapuschkin, Christin Seifert
2024 — ed.
Explainable Artificial Intelligence - Second World Conference, xAI 2024, Valletta, Malta, July 17-19, 2024, Proceedings, Part IV
xAI (4)
Luca Longo, Sebastian Lapuschkin, Christin Seifert
2024 — conf
Exploring the Latent Space of Person-Specific Convolutional Autoencoders for Eye-Blink Artefact Mitigation in EEG Signals.
RTSI
Sabatina Criscuolo, Salvatore Giugliano, Andrea Apicella, Francesco Donnarumma, Francesco Amato, Annarita Tedesco, Luca Longo
2024 J jnl
Fractal dimensions and machine learning for detection of Parkinson's disease in resting-state electroencephalography.
Neural Comput. Appl.
Utkarsh Lal, Arjun Vinayak Chikkankod, Luca Longo
2024 — conf
GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text.
WWW (Companion Volume)
Kyle Hamilton, Luca Longo, Bojan Bozic
2024 J jnl
GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text.
CoRR
Kyle Hamilton, Luca Longo, Bojan Bozic
2024 — conf
Interpreting Black-Box Time Series Classifiers using Parameterised Event Primitives.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Ephrem T. Mekonnen, Luca Longo, Pierpaolo Dondio
2024 J jnl
Is neuro-symbolic AI meeting its promises in natural language processing? A structured review.
Semantic Web
Kyle Hamilton, Aparna Nayak, Bojan Bozic, Luca Longo
2024 — ed.
Joint Proceedings of the xAI 2024 Late-breaking Work, Demos and Doctoral Consortium co-located with the 2nd World Conference on eXplainable Artificial Intelligence (xAI-2024), Valletta, Malta, July 17-19, 2024.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Luca Longo, Weiru Liu, Grégoire Montavon
2024 — conf
SRFAMap: A Method for Mapping Integrated Gradients of a CNN Trained with Statistical Radiomic Features to Medical Image Saliency Maps.
xAI (4)
Oleksandr Davydko, Vladimir Pavlov, Przemyslaw Biecek, Luca Longo
2023 J jnl
A novel structured argumentation framework for improved explainability of classification tasks.
CoRR
Lucas Rizzo, Luca Longo
2023 — conf
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)
Giulia Vilone, Luca Longo
2023 — conf
An Exploration of the Latent Space of a Convolutional Variational Autoencoder for the Generation of Musical Instrument Tones.
xAI (3)
Anastasia Natsiou, Seán O'Leary, Luca Longo
2023 J jnl
An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms.
CoRR
Anastasia Natsiou, Luca Longo, Seán O'Leary
2023 — ed.
Artificial Intelligence and Cognitive Science - 30th Irish Conference, AICS 2022, Munster, Ireland, December 8-9, 2022, Revised Selected Papers
AICS
Luca Longo, Ruairi O'Reilly
2023 J jnl
Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts.
Inf. Fusion
Lucas Rizzo, Luca Longo
2023 J jnl
Data Quality Assessment and Recommendation of Feature Selection Algorithms: An Ontological Approach.
J. Web Eng.
Aparna Nayak, Bojan Bozic, Luca Longo
2023 — conf
Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods.
xAI (3)
Giulia Vilone, Luca Longo
2023 J jnl
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions.
CoRR
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
2023 — ed.
Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part I
xAI (1)
Luca Longo
2023 — ed.
Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part II
xAI (2)
Luca Longo
2023 — ed.
Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part III
xAI (3)
Luca Longo
2023 — conf
Explaining Deep Learning Time Series Classification Models using a Decision Tree-Based Post-Hoc XAI Method.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Ephrem T. Mekonnen, Pierpaolo Dondio, Luca Longo
2023 J jnl
Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations.
Mach. Learn. Knowl. Extr.
Robert S. Sullivan, Luca Longo
2023 J jnl
Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors.
CoRR
Anastasia Natsiou, Luca Longo, Seán O'Leary
2023 J jnl
Interpreting Disentangled Representations of Person-Specific Convolutional Variational Autoencoders of Spatially Preserving EEG Topographic Maps via Clustering and Visual Plausibility.
Inf.
Taufique Ahmed, Luca Longo
2023 — conf
Investigating the Effect of Pre-processing Methods on Model Decision-Making in EEG-Based Person Identification.
xAI (3)
Carlos Gómez-Tapia, Bojan Bozic, Luca Longo
2023 — ed.
Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28, 2023.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Luca Longo
2023 — conf
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)
Taufique Ahmed, Luca Longo
2023 — conf
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)
Robert S. Sullivan, Luca Longo
2023 — conf
Preface.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Luca Longo
2023 — conf
Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions Classification with the Integrated Gradients XAI Attribution Method.
xAI (1)
Oleksandr Davydko, Vladimir Pavlov, Luca Longo
2022 — conf
A Novel Human-Centred Evaluation Approach and an Argument-Based Method for Explainable Artificial Intelligence.
AIAI (1)
Giulia Vilone, Luca Longo
2022 Misc conf
A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19.
CSIT
Oleksandr Davydko, Olena Horodetska, Ievgen Nastenko, Yaroslav Hladkyi, Vladimir Pavlov, Luca Longo, Mykola Linnik, Oleksandr Galkin
2022 C conf
A Survey on the Application of Virtual Reality in Event-Related Potential Research.
CD-MAKE
Vladimir Marochko, Richard Reilly, Rachel McDonnell, Luca Longo
2022 J jnl
An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload.
Frontiers Neuroinformatics
Bujar Raufi, Luca Longo
2022 J jnl
An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload.
CoRR
Bujar Raufi, Luca Longo
2022 B conf
An Ontological Approach for Recommending a Feature Selection Algorithm.
ICWE
Aparna Nayak, Bojan Bozic, Luca Longo
2022 — conf
An XAI method for the Automatic Formation of an Abstract Argumentation Framework from a Neural Network and its Objective Evaluation.
ArgXAI
Giulia Vilone, Luca Longo
2022 — conf
An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms.
SITIS
Anastasia Natsiou, Luca Longo, Seán O'Leary
2022 J jnl
Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts.
CoRR
Lucas Rizzo, Luca Longo
2022 J jnl
Evaluating instructional designs with mental workload assessments in university classrooms.
Behav. Inf. Technol.
Luca Longo, Giuliano Orru
2022 J jnl
Examining the Size of the Latent Space of Convolutional Variational Autoencoders Trained With Spectral Topographic Maps of EEG Frequency Bands.
IEEE Access
Taufique Ahmed, Luca Longo
2022 J jnl
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review.
CoRR
Kyle Hamilton, Aparna Nayak, Bojan Bozic, Luca Longo
2022 J jnl
Modeling cognitive load as a self-supervised brain rate with electroencephalography and deep learning.
CoRR
Luca Longo
2022 J jnl
On the Dimensionality and Utility of Convolutional Autoencoder's Latent Space Trained with Topology-Preserving Spectral EEG Head-Maps.
Mach. Learn. Knowl. Extr.
Arjun Vinayak Chikkankod, Luca Longo
2022 J jnl
On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications.
Frontiers Neuroinformatics
Carlos Gómez-Tapia, Bojan Bozic, Luca Longo
2021 — conf
(Linked) Data Quality Assessment: An Ontological Approach.
RuleML+RR (Supplement)
Aparna Nayak, Bojan Bozic, Luca Longo
2021 — conf
A Novel Parabolic Model of Instructional Efficiency Grounded on Ideal Mental Workload and Performance.
H-WORKLOAD
Luca Longo, Murali Rajendran
2021 J jnl
A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods.
Frontiers Artif. Intell.
Giulia Vilone, Luca Longo
2021 J jnl
Classification of Explainable Artificial Intelligence Methods through Their Output Formats.
Mach. Learn. Knowl. Extr.
Giulia Vilone, Luca Longo
2021 — conf
Data Quality Assessment of Comma Separated Values Using Linked Data Approach.
BIS (Workshops)
Aparna Nayak, Bojan Bozic, Luca Longo
2021 J jnl
Examining the modelling capabilities of defeasible argumentation and non-monotonic fuzzy reasoning.
Knowl. Based Syst.
Luca Longo, Lucas Rizzo, Pierpaolo Dondio
2021 — ed.
Human Mental Workload: Models and Applications - 5th International Symposium, H-WORKLOAD 2021, Virtual Event, November 24-26, 2021, Proceedings
H-WORKLOAD
Luca Longo, Maria Chiara Leva
2021 — conf
Interrupting the Propaganda Supply Chain.
KnOD@WWW
Kyle Hamilton, Bojan Bozic, Luca Longo
2021 A conf
Linked Data Quality Assessment: A Survey.
ICWS
Aparna Nayak, Bojan Bozic, Luca Longo
2021 J jnl
Notions of explainability and evaluation approaches for explainable artificial intelligence.
Inf. Fusion
Giulia Vilone, Luca Longo
2021 J jnl
Weakly Complete Semantics Based on Undecidedness Blocking.
CoRR
Pierpaolo Dondio, Luca Longo
2020 — conf
A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence.
AICS
Giulia Vilone, Lucas Rizzo, Luca Longo
2020 J jnl
An empirical evaluation of the inferential capacity of defeasible argumentation, non-monotonic fuzzy reasoning and expert systems.
Expert Syst. Appl.
Lucas Rizzo, Luca Longo
2020 — conf
Direct and Constructivist Instructional Design: A Comparison of Efficiency Using Mental Workload and Task Performance.
H-WORKLOAD
Giuliano Orru, Luca Longo
2020 C conf
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions.
CD-MAKE
Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger
2020 J jnl
Explainable Artificial Intelligence: a Systematic Review.
CoRR
Giulia Vilone, Luca Longo
2020 — conf
Exploring the potential of defeasible argumentation for quantitative inferences in real-world contexts: An assessment of computational trust.
AICS
Lucas Rizzo, Pierpaolo Dondio, Luca Longo
2020 — ed.
Human Mental Workload: Models and Applications - 4th International Symposium, H-WORKLOAD 2020, Granada, Spain, December 3-5, 2020, Proceedings
H-WORKLOAD
Luca Longo, Maria Chiara Leva
2020 — conf
LightGWAS: A Novel Machine Learning Procedure for Genome-Wide Association Study.
AICS
Bruno Ambrozio, Luca Longo, Lucas Rizzo
2020 — ed.
Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Republic of Ireland, December 7-8, 2020.
AICS
Luca Longo, Lucas Rizzo, Elizabeth Hunter, Arjun Pakrashi
2020 — conf
Task Demand Transition Peak Point Effects on Mental Workload Measures Divergence.
H-WORKLOAD
Enrique Muñoz-de-Escalona, José Juan Cañas, Maria Chiara Leva, Luca Longo
2019 J jnl
Beyond reasonable doubt: A proposal for undecidedness blocking in abstract argumentation.
Intelligenza Artificiale
Pierpaolo Dondio, Luca Longo
2019 — conf
Direct Instruction and Its Extension with a Community of Inquiry: A Comparison of Mental Workload, Performance and Efficiency.
CSEDU (1)
Giuliano Orru, Luca Longo
2019 B conf
Expressing Trust with Temporal Frequency of User Interaction in Online Communities.
AINA
Ekaterina Yashkina, Arseny Pinigin, Jooyoung Lee, Manuel Mazzara, Akinlolu Solomon Adekotujo, Adam Zubair, Luca Longo
2019 J jnl
Expressing Trust with Temporal Frequency of User Interaction in Online Communities.
CoRR
Ekaterina Yashkina, Arseny Pinigin, Jooyoung Lee, Manuel Mazzara, Akinlolu Solomon Adekotujo, Adam Zubair, Luca Longo
2019 — ed.
Human Mental Workload: Models and Applications - Second International Symposium, H-WORKLOAD 2018, Amsterdam, The Netherlands, September 20-21, 2018, Revised Selected Papers
H-WORKLOAD
Luca Longo, Maria Chiara Leva
2019 — ed.
Human Mental Workload: Models and Applications - Third International Symposium, H-WORKLOAD 2019, Rome, Italy, November 14-15, 2019, Proceedings
H-WORKLOAD
Luca Longo, Maria Chiara Leva
2019 J jnl
Preface to the Special Issue on Advances in Argumentation in Artificial Intelligence.
Intelligenza Artificiale
Pierpaolo Dondio, Luca Longo, Stefano Bistarelli
2019 — ed.
Proceedings of the 2nd Workshop on Advances In Argumentation In Artificial Intelligence, co-located with XVII International Conference of the Italian Association for Artificial Intelligence, AI³@AI*IA 2018, 20-23 November 2018, Trento, Italy
AI³@AI*IA
Pierpaolo Dondio, Luca Longo
2018 — conf
A Comparative Study of Defeasible Argumentation and Non-monotonic Fuzzy Reasoning for Elderly Survival Prediction Using Biomarkers.
AI*IA
Lucas Rizzo, Ljiljana Majnaric, Luca Longo
2018 — conf
A Qualitative Investigation of the Explainability of Defeasible Argumentation and Non-Monotonic Fuzzy Reasoning.
AICS
Lucas Rizzo, Luca Longo
2018 — conf
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)
Luca Longo, Giuliano Orru
2018 Misc conf
An Investigation into the Effects of Multiple Kernel Combinations on Solutions Spaces in Support Vector Machines.
AIAI
Paul Kelly, Luca Longo
2018 Misc conf
An Investigation of Argumentation Theory for the Prediction of Survival in Elderly Using Biomarkers.
AIAI
Lucas Rizzo, Ljiljana Majnaric, Pierpaolo Dondio, Luca Longo
2018 — conf
An Investigation of the Impact of a Social Constructivist Teaching Approach, based on Trigger Questions, Through Measures of Mental Workload and Efficiency.
CSEDU (2)
Giuliano Orru, Federico Gobbo, Declan O'Sullivan, Luca Longo
2018 — conf
Analysing the Impact of Machine Learning to Model Subjective Mental Workload: A Case Study in Third-Level Education.
H-WORKLOAD
Karim Moustafa, Luca Longo
2018 — conf
Inferential Models of Mental Workload with Defeasible Argumentation and Non-monotonic Fuzzy Reasoning: a Comparative Study.
AI³@AI*IA
Lucas Rizzo, Luca Longo
2018 — conf
On the Mental Workload Assessment of Uplift Mapping Representations in Linked Data.
H-WORKLOAD
Ademar Crotti Junior, Christophe Debruyne, Luca Longo, Declan O'Sullivan
2018 — conf
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)
Luca Longo
2018 B conf
Pseudorehearsal in Actor-Critic Agents with Neural Network Function Approximation.
AINA
Vladimir Marochko, Leonard Johard, Manuel Mazzara, Luca Longo
2018 — conf
The Evolution of Cognitive Load Theory and the Measurement of Its Intrinsic, Extraneous and Germane Loads: A Review.
H-WORKLOAD
Giuliano Orru, Luca Longo
2018 B conf
Towards Dynamic Interaction-Based Reputation Models.
AINA
Almaz Melnikov, Jooyoung Lee, Victor Rivera, Manuel Mazzara, Luca Longo
2018 J jnl
Towards dynamic interaction-based model.
CoRR
Almaz Melnikov, Manuel Mazzara, Victor Rivera, Jooyoung Lee, Luca Longo
2017 — conf
A Comparison on the Classification of Short-text Documents Using Latent Dirichlet Allocation and Formal Concept Analysis.
AICS
Noel Rogers, Luca Longo
2017 — conf
Assessment of Mental Workload: A Comparison of Machine Learning Methods and Subjective Assessment Techniques.
H-WORKLOAD
Karim Moustafa, Saturnino Luz, Luca Longo
2017 — conf
Estimation of Train Driver Workload: Extracting Taskload Measures from On-Train-Data-Recorders.
H-WORKLOAD
Nora Balfe, Katie Crowley, Brendan Smith, Luca Longo
2017 — conf
How Short is a Piece of String? : The Impact of Text Length and Text Augmentation on Short-text Classification.
AICS
Austin Mccartney, Svetlana Hensman, Luca Longo
2017 — ed.
Human Mental Workload: Models and Applications - First International Symposium, H-WORKLOAD 2017, Dublin, Ireland, June 28-30, 2017, Revised Selected Papers
H-WORKLOAD
Luca Longo, Maria Chiara Leva
2017 — conf
On the Relationship between Sampling Rate and Hidden Markov Models Accuracy in Non-Intrusive Load Monitoring.
AICS
Steven Lynch, Luca Longo
2017 J jnl
Pseudorehearsal in actor-critic agents with neural network function approximation.
CoRR
Vladimir Marochko, Leonard Johard, Manuel Mazzara, Luca Longo
2017 — conf
Representing and Inferring Mental Workload via Defeasible Reasoning: A Comparison with the NASA Task Load Index and the Workload Profile.
AI³@AI*IA
Lucas Rizzo, Luca Longo
2017 — conf
Subjective Usability, Mental Workload Assessments and Their Impact on Objective Human Performance.
INTERACT (2)
Luca Longo
2016 — ch.
Argumentation for Knowledge Representation, Conflict Resolution, Defeasible Inference and Its Integration with Machine Learning.
Machine Learning for Health Informatics
Luca Longo
2016 B conf
Mental Workload in Medicine: Foundations, Applications, Open Problems, Challenges and Future Perspectives.
CBMS
Luca Longo
2016 Misc conf
Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile.
AIAI
Lucas Rizzo, Pierpaolo Dondio, Sarah Jane Delany, Luca Longo
2015 J jnl
A defeasible reasoning framework for human mental workload representation and assessment.
Behav. Inf. Technol.
Luca Longo
2015 B conf
Designing Medical Interactive Systems Via Assessment of Human Mental Workload.
CBMS
Luca Longo
2015 — conf
On the Relationship between Perception of Usability and Subjective Mental Workload of Web Interfaces.
WI-IAT (1)
Luca Longo, Pierpaolo Dondio
2014 — conf
Computing Trust as a Form of Presumptive Reasoning.
WI-IAT (1)
Pierpaolo Dondio, Luca Longo
2014 B conf
Defeasible Reasoning and Argument-Based Systems in Medical Fields: An Informal Overview.
CBMS
Luca Longo, Pierpaolo Dondio
2014 — —
Formalising Human Mental Workload as a Defeasible Computational Concept
Luca Longo
2013 — conf
Argumentation Theory for Decision Support in Health-Care: A Comparison with Machine Learning.
Brain and Health Informatics
Luca Longo, Lucy Hederman
2012 B conf
Argumentation theory in health care.
CBMS
Luca Longo, Bridget Kane, Lucy Hederman
2012 A conf
Formalising Human Mental Workload as Non-monotonic Concept for Adaptive and Personalised Web-Design.
UMAP
Luca Longo
2012 C conf
The Importance of Human Mental Workload in Web Design.
WEBIST
Luca Longo, Fabio Rusconi, Lucia Noce, Stephen Barrett
2011 B conf
A novel methodology for evaluating user interfaces in health care.
CBMS
Luca Longo, Bridget Kane
2011 — conf
Design, Synthesis, Characterization and Use of Random Conjugated Copolymers for Optoelectronic Applications.
DoCEIS
Anna Calabrese, Andrea Pellegrino, Riccardo Po, Nicola Perin, Alessandra Tacca, Luca Longo, Nadia Camaioni, Francesca Tinti, Siraye E. Debebe, Salvatore Patanè, Alfio Consoli
2011 — conf
Human-Computer Interaction and Human Mental Workload: Assessing Cognitive Engagement in the World Wide Web.
INTERACT (4)
Luca Longo
2011 — ch.
Trust-Based Techniques for Collective Intelligence in Social Search Systems.
Next Generation Data Technologies for Collective Computational Intelligence
Pierpaolo Dondio, Luca Longo
2010 — conf
A Computational Analysis of Cognitive Effort.
ACIIDS (2)
Luca Longo, Stephen Barrett
2010 — conf
Cognitive Effort for Multi-agent Systems.
Brain Informatics
Luca Longo, Stephen Barrett
2010 J jnl
Enhancing Social Search: A Computational Collective Intelligence Model of Behavioural Traits, Trust and Time.
Trans. Comput. Collect. Intell.
Luca Longo, Pierpaolo Dondio, Stephen Barrett
2009 B conf
Information Foraging Theory as a Form of Collective Intelligence for Social Search.
ICCCI
Luca Longo, Stephen Barrett, Pierpaolo Dondio
2009 C conf
Toward Social Search - From Explicit to Implicit Collaboration to Predict Users' Interests.
WEBIST
Luca Longo, Stephen Barrett, Pierpaolo Dondio
2008 — conf
A Translation Mechanism for Recommendations.
IFIPTM
Pierpaolo Dondio, Luca Longo, Stephen Barrett
2007 C conf
Temporal factors to evaluate trustworthiness of virtual identities.
SecureComm
Luca Longo, Pierpaolo Dondio, Stephen Barrett
1996 J jnl
A study for interactive TV via satellite.
Eur. Trans. Telecommun.
Giuseppe Caire, Carlo Elia, Luca Longo, Roberto Viola