- 2024
- Sérgio Ivan Lopes
, Fábio Silva
, Pedro Pinho
, Paulo Marques
, Carlos Abreu
, João Milheiro, Bruno Braga, Gabriel Queirós, Rita Almeida, Nuno Borges Carvalho
:
CoViS: A Contactless Health Monitoring System for the Nursing Home. IEEE Access 12: 20802-20821 (2024) - João Marques-Silva
, Xuanxiang Huang
:
Explainability Is Not a Game. Commun. ACM 67(7): 66-75 (2024) - William Luis Reginatto Colombo
, Emanuelly Sulzbacher, João Lucas Marques Barros
, Thiago Olinek Reinehr, Fernando Palú
, Edson Antonio da Silva:
Combining neural networks and phenomenological equations to model carbon dioxide adsorption on Zeolitic imidazolate framework (ZIF-8). Eng. Appl. Artif. Intell. 133: 108214 (2024) - Pedro M. Félix, Francisco Azevedo e Silva, T. Simões, Ana Pombo, Tiago A. Marques
, Cristina Rocha, João Sousa, Eliana Venâncio, Ana C. Brito
:
Modelling the habitat preferences of the NE-Atlantic Sea cucumber Holothuria forskali: Demographics and abundance. Ecol. Informatics 80: 102476 (2024) - Francesco Valerio
, Sérgio Godinho
, Ana T. Marques, Tiago Crispim-Mendes, Ricardo Pita
, João Paulo Silva:
GEE_xtract: High-quality remote sensing data preparation and extraction for multiple spatio-temporal ecological scaling. Ecol. Informatics 80: 102502 (2024) - Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain:
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. 171: 109206 (2024) - Xuanxiang Huang, João Marques-Silva:
On the failings of Shapley values for explainability. Int. J. Approx. Reason. 171: 109112 (2024) - Vinícius P. M. Gonçalves, Lourival P. Silva, Fátima L. S. Nunes, João Eduardo Ferreira, Luciano V. Araújo:
Concept drift adaptation in video surveillance: a systematic review. Multim. Tools Appl. 83(4): 9997-10037 (2024) - Pedro Marques
, Luís Pádua
, Joaquim João Sousa
, Anabela Fernandes-Silva
:
Advancements in Remote Sensing Imagery Applications for Precision Management in Olive Growing: A Systematic Review. Remote. Sens. 16(8): 1324 (2024) - Vânia Figueira
, Sandra Silva
, Inês Costa, Bruna Campos, João Salgado, Liliana Pinho
, Marta Freitas, Paulo Carvalho
, João Marques, Francisco Pinho
:
Wearables for Monitoring and Postural Feedback in the Work Context: A Scoping Review. Sensors 24(4): 1341 (2024) - João Serrano, Shakib Shahidian, José Rafael Marques da Silva, Luís Lorenzo Paniagua, Francisco J. Rebollo, Francisco Jesús Moral:
Temporal Stability of Management Zone Patterns: Case Study with Contact and Non-Contact Soil Electrical Conductivity Sensors in Dryland Pastures. Sensors 24(5): 1623 (2024) - Yacine Izza, Alexey Ignatiev, Peter J. Stuckey, João Marques-Silva:
Delivering Inflated Explanations. AAAI 2024: 12744-12753 - João Silva-Leite, Cristina A. P. Fontes, Alair S. Santos, Diogo G. Correa, Marcel Koenigkam-Santos, Paulo M. Azevedo-Marques, Daniel de Oliveira, Aline Paes, Marcos V. N. Bedo:
Aggregating embeddings from image and radiology reports for multimodal Chest-CT retrieval. CBMS 2024: 309-314 - Rui Ribeiro, João Paulo Carvalho, Luísa Coheur:
Leveraging Fuzzy Fingerprints from Large Language Models for Authorship Attribution. FUZZ 2024: 1-7 - Fábio Almeida Leite, Edmundo Lopes-Silva, José A. Diaz Amado, Crescencio Lima
, Cleia Santos-Libarino, Pedro Núñez Trujillo, João Erivando Marques:
A Robocentric Paradigm for Enhanced Social Navigation in Autonomous Robotic: a use case for an autonomous Wheelchair. ICARSC 2024: 112-119 - Olivier Letoffe, Xuanxiang Huang, João Marques-Silva:
On Correcting SHAP Scores. CoRR abs/2405.00076 (2024) - Yacine Izza, Xuanxiang Huang, António Morgado, Jordi Planes, Alexey Ignatiev, João Marques-Silva:
Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation. CoRR abs/2405.08297 (2024) - Olivier Letoffe, Xuanxiang Huang, Nicholas Asher, João Marques-Silva:
From SHAP Scores to Feature Importance Scores. CoRR abs/2405.11766 (2024) - João Marques-Silva:
Logic-Based Explainability: Past, Present & Future. CoRR abs/2406.11873 (2024) - 2023
- Martin C. Cooper
, João Marques-Silva:
Tractability of explaining classifier decisions. Artif. Intell. 316: 103841 (2023) - João Coelho, Diogo Mano, Beatriz Paula
, Carlos Coutinho
, João Oliveira
, Ricardo Ribeiro
, Fernando Batista
:
Semantic similarity for mobile application recommendation under scarce user data. Eng. Appl. Artif. Intell. 121: 105974 (2023) - Tiago de Oliveira Barreto, Nícolas Vinícius Rodrigues Veras, Pablo Holanda Cardoso, Felipe Ricardo dos Santos Fernandes, Luiz Paulo de Souza Medeiros, Maria Valéria Bezerra, Filomena Marques Queiroz de Andrade, Chander de Oliveira Pinheiro, Ignacio Sánchez-Gendriz, Gleyson José Pinheiro Caldeira Silva, Leandro Farias Rodrigues, Antonio Higor Freire de Morais, João Paulo Queiroz dos Santos, Jailton Carlos Paiva, Íon Garcia Mascarenhas de Andrade, Ricardo Alexsandro de Medeiros Valentim:
Artificial intelligence applied to analyzes during the pandemic: COVID-19 beds occupancy in the state of Rio Grande do Norte, Brazil. Frontiers Artif. Intell. 6 (2023) - João Marques-Silva, Alexey Ignatiev
:
No silver bullet: interpretable ML models must be explained. Frontiers Artif. Intell. 6 (2023) - João Guerreiro
, Rui Dinis
, Paulo Montezuma
, Mário Marques da Silva
:
Corrections to "On the Achievable Performance of Nonlinear MIMO Systems". IEEE Commun. Lett. 27(11): 3143 (2023) - Yacine Izza
, Xuanxiang Huang
, Alexey Ignatiev
, Nina Narodytska, Martin C. Cooper, João Marques-Silva:
On computing probabilistic abductive explanations. Int. J. Approx. Reason. 159: 108939 (2023) - Pedro Marques
, Luís Pádua
, Joaquim João Sousa
, Anabela Fernandes-Silva
:
Assessing the Water Status and Leaf Pigment Content of Olive Trees: Evaluating the Potential and Feasibility of Unmanned Aerial Vehicle Multispectral and Thermal Data for Estimation Purposes. Remote. Sens. 15(19): 4777 (2023) - João Serrano, João Marques, Shakib Shahidian, Emanuel Carreira, José Rafael Marques da Silva
, Luis Paixão, Luís Lorenzo Paniagua
, Francisco Jesús Moral
, Isabel Ferraz de Oliveira, Elvira Sales-Baptista
:
Sensing and Mapping the Effects of Cow Trampling on the Soil Compaction of the Montado Mediterranean Ecosystem. Sensors 23(2): 888 (2023) - Xuanxiang Huang
, Yacine Izza, João Marques-Silva:
Solving Explainability Queries with Quantification: The Case of Feature Relevancy. AAAI 2023: 3996-4006 - Jinqiang Yu, Alexey Ignatiev, Peter J. Stuckey, Nina Narodytska, João Marques-Silva:
Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations. AAAI 2023: 4123-4131 - Raúl Mencía, Carlos Mencía, João Marques-Silva:
Efficient Reasoning about Infeasible One Machine Sequencing. ICAPS 2023: 268-276