Resultados XAI4SOC

R. Confalonieri, J.M. Alonso-Moral, «An operational framework for guiding human evaluation in Explainable and Trustworthy AI«, IEEE Intelligent Systems, 39(1):18-28, 2024, https://doi.org/10.1109/MIS.2023.3334639
L. Nannini, J. M. Alonso-Moral, A. Catala, M. Lama, S. Barro, «Operationalizing Explainable AI in the EU Regulatory Ecosystem«, IEEE Intelligent Systems, 2024, https://doi.org/10.1109/MIS.2024.3383155
J. Gonzalez-Corbelle, J.M. Alonso-Moral, R.M. Crujeiras, A. Bugarin-Diz, «An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts«, Procesamiento del Lenguaje Natural, 72:45-55, 2024, https://doi.org/10.26342/2024-72-3
M. Suffian, J.M. Alonso-Moral, A. Bogliolo, «Introducing User Feedback-based Counterfactual Explanations (UFCE)«, International Journal of Computational Intelligence Systems, 2024, https://doi.org/10.1007/s44196-024-00508-6
M. Canabal-Juanatey, J.M. Alonso-Moral, A. Catala, A. Bugarín-Diz, «Enriching Interactive Explanations with Fuzzy Temporal Constraint Networks«, International Journal of Approximate Reasoning, 109128, 2024, https://doi.org/10.1016/j.ijar.2024.109128
I. Stepin, M. Suffian, A. Catala, J.M. Alonso-Moral, «How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]«, IEEE Computational Intelligence Magazine, 19(1):81-82, 2024, https://doi.org/10.1109/MCI.2023.3328098
I. Stepin, K. Budzynska, A. Catala, M. Pereira-Fariña, J.M. Alonso-Moral, “Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics”, Argument & Computation, 15(1):49-107, 2024, https://doi.org/10.3233/AAC-220011
P. Garcia-Segarra, V. Santamarta, Z. Falomir, «Educating on spatial skills using a paper-folding-and-punched-hole videogame: gameplay data analysis«, Frontiers in Education, 9:1303932, 2024, https://doi.org/10.3389/feduc.2024.1303932
I. Lanza-Cruz, R. Berlanga, M.J. Aramburu, «Multidimensional Author Profiling for Social Business Intelligence«. Information Systems Frontiers, 26(1): 195-215, 2024, https://doi.org/10.1007/s10796-023-10370-0
M.J. Aramburu, R. Berlanga, I. Lanza, «A Data Quality Multidimensional Model for Social Media Analysis«, Business & Information Systems Engineering, 2023, https://doi.org/10.1007/s12599-023-00840-9
V. Santamarta, P. Garcia-Segarra, N. Ventura-Campos, A. Moreno, Z. Falomir, «Reversal Error in Mathematics: Training Against It Using ε coach«, Artificial Intelligence Research and Development, Frontiers in Artificial Intelligence and Applications, 375:241-249, 2023, https://doi.org/10.3233/FAIA230688
S. Ali, T. Abuhmed, S. El-Sappagh, K. Muhammad, Jose M. Alonso-Moral, R. Confalonieri R. Guidotti, J. Del Ser, N. Díaz-Rodríguez, F. Herrera, «Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence«, Information Fusion, 2023, https://doi.org/10.1016/j.inffus.2023.101805
S. El-Sappagh, J.M. Alonso-Moral, T. Abuhmed, F. Ali, A. Bugarín-Diz, «Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges«, Artificial Intelligence Review, 56:11149–11296, 2023, https://doi.org/10.1007/s10462-023-10415-5
M. Matabuena, P. Félix, M. Ditzhaus, J. Vidal, F. Gude. “Hypothesis testing for matched pairs with missing data by maximum mean discrepancy: an application to continuous glucose monitoring”. The American Statistician, 77(4):357-369, 2023. https://doi.org/10.1080/00031305.2023.2200512
E. Mariotti, A. Gatt, J.M. Alonso-Moral, «Exploring the Balance between Interpretability and Performance with carefully designed Constrainable Neural Additive Models«, Information Fusion, 99:101882, 2023, https://doi.org/10.1016/j.inffus.2023.101882
V. Costa, J.M. Alonso-Moral, Z. Falomir, P. Dellunde, «An art painting style explainable classifier grounded on logical and commonsense reasoning«, Soft Computing, 2023, https://doi.org/10.1007/s00500-023-08258-x
L. Casal-Otero, A. Catala, C. Fernández-Morante, M. Taboada, B. Cabreiro, S. Barro, «AI literacy in K-12: a systematic literature review«, International Journal of STEM Education, 10, 29, 2023, https://doi.org/10.1186/s40594-023-00418-7
I. Stepin, J.M. Alonso-Moral, A. Catala, M. Pereira-Fariña, «An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information«, Information Sciences, 618:379-399, 2022, https://doi.org/10.1016/j.ins.2022.10.098

J.M. Alonso-Moral, A. Catala, N. Condori-Fernandez, P. Félix, J. Presedo, R. Berlanga, L. Museros, D. Llidó, P. Garcia-Segarra, V. Santamarta, “Inteligencia Artificial Explicable para el Envejecimiento Saludable y el Bienestar Social”, In Proceedings of Interacción, CEDI, 2024
A. Catala, P. García-Segarra, V. Santamarta, R. Berlanga, Z. Falomir, J.M. Alonso-Moral, «Un Cubo Tangible Interactivo Diseñado para Entrenar Habilidades Espaciales mediante Rotación Física«, In Proceedings of Interacción, CEDI, 2024
I. Stepin, A. Catala, J.M. Alonso-Moral, «A software solution for building fuzzy-grounded interactive dialogue-based explanations«, In Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2024
N. Gerbaudo-Gonzalez, A. Catala, N. Condori-Fernández, R. Lizondo, D. Facal-Mayo, M. Gandoy-Crego, “Personalización de contenidos multimedia en Emobook: Resultados de un estudio piloto de musicoterapia dirigido a personas con demencia”. Proceedings of the 64 Congreso de la Sociedad Española de Geriatría y Gerontología y el 44 Congreso de la Sociedad Andaluza de Geriatría y Gerontología. https://geriatria2024.com/index.php
J. González-Corbelle, A. Vivel-Couso, J.M. Alonso-Moral, A. Bugarín-Diz, » ReproHum #0927-3: Reproducing The Human Evaluation Of The DExperts Controlled Text Generation Method«, In Proceedings of the 4th Workshop on Human Evaluation of NLP Systems (HumEval2024), collocated with the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), ACL, 2024
J.M. Alonso-Moral, V. Costa, «The role of Speculations for Explainable and Trustworthy Artificial Intelligence: A use case on Art Genre Classification«, In Proceedings of the Joint Proceedings of the 13th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT) and the 12th International Summer School on Aggregation Operators (AGOP), 2023, 455-467, https://doi.org/10.1007/978-3-031-39965-7_38
M. Suffian, K. Ulrike, J.M. Alonso-Moral, A. Bogliolo, «CL-XAI: Toward enriched Cognitive Learning with eXplainable Artificial Intelligence«, 5th International Workshop on Cognition: Interdisciplinary Foundations, Models and Applications (CIFMA 2023), collocated with the 21st International Conference on Software Engineering and Formal Methods (SEFM 2023). Springer LNCS Proceedings in press (Accept by 26 February 2024). arXiv preprint https://doi.org/10.48550/arXiv.2312.12290
M. Suffian, I. Stepin, J.M. Alonso-Moral, A. Bogliolo, «Investigating Human-Centred Perspectives in Explainable Artificial Intelligence«. Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023). In CEUR WORKSHOP PROCEEDINGS (Vol. 3518, pp. 47-66), https://ceur-ws.org/Vol-3518/paper4.pdf
J. González Corbelle, J.M. Alonso-Moral, A. Bugarín-Diz, «Some lessons learned reproducing human evaluation of a data-to-text system«, In Proceedings of the 3rd Workshop on Human Evaluation of NLP Systems (HumEval2023), collocated with the International Conference on Recent Advances in Natural Language Processing (RANLP2023), ACL, 2023, https://aclanthology.org/2023.humeval-1.5
E. Mariotti, A. Sivaprasad, J.M. Alonso-Moral, «Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI«, In Proceedings of the 1st World Conference on Explainable Artificial Intelligence, 2023, https://doi.org/10.1007/978-3-031-44064-9_10
A. Arias-Duart, E. Mariotti, D. Garcia-Gasulla, J.M. Alonso-Moral, «A Confusion Matrix for Evaluating Feature Attribution Methods«, In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop: Explainable AI for Computer Vision (XAI4CV), 3708-3713, 2023, https://doi.org/10.1109/CVPRW59228.2023.00380
S. Srivastava, M. Theune, A. Catala, «The Role of Lexical Alignment in Human Understanding of Explanations by Conversational Agents«, In Proceedings of the 28th International Conference on Intelligent User Interfaces (IUI). ACM, 423–435, 2023, https://doi.org/10.1145/3581641.3584086
N. Gerbaudo-Gonzalez, A. Catala, N. Condori-Fernandez, M. Gandoy-Crego, «Adapting the Emobook Life Story Book App for Reminiscence Focused Music Therapy in Dementia Care: An Interdisciplinary Participatory Design Approach«. In: Brooks, A.L. (eds) ArtsIT, Interactivity and Game Creation. ArtsIT 2023. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 564. Springer, Cham. https://doi.org/10.1007/978-3-031-55319-6_2
A. Nur Rohmah, N. Condori-Fernández, «Log Based Verification tool of Serious Game for Autistic Children«. In Proceedings of the 16th International Conference on the Quality of Information and Communications Technology (QUATIC), 121-129, 2023, https://doi.org/10.1007/978-3-031-43703-8_9
R. Berlanga, M. Soriano, «Explaining Semantic Text Similarity in Knowledge Graphs«. In Proceedings of the Iberoamerican Congress on Pattern Recognition (CIARP), Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, LNCS 14469, 2023, https://doi.org/10.1007/978-3-031-49018-7_37
M. Soriano, R. Berlanga, I. Lanza-Cruz, «On the Problem of Automatically Aligning Indicators to SDGs«, ESWC (Satellite Events), 138-142, 2023, https://doi.org/10.1007/978-3-031-43458-7_26
C. Carbajal-Pérez, A. Catala, A. Bugarín-Diz, «Guidelines for Bimodal Virtual Assistants«, In Proceedings of the Nordic Human-Computer Interaction Conference (NordiCHI), ACM, Article 44, 1–5, 2022, https://doi.org/10.1145/3547522.3547688

Resultados XAI4SOC

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