- Bernardo Marques
, Samuel S. Silva
, Rafael Maio
, João Alves
, Carlos Ferreira
, Paulo Dias
, Beatriz Sousa Santos
:
Evaluating Outside the Box: Lessons Learned on eXtended Reality Multi-modal Experiments Beyond the Laboratory. ICMI 2023: 234-242 - Rui Santos, Ricardo Alexandre
, Pedro Marques, Mário Antunes
, João Paulo Barraca, João Silva, Nuno Ferreira:
Towards Improved Indoor Location with Unmodified RFID Systems. ICPRAM 2023: 156-163 - Pedro Sobral
, Rui Santos
, Ricardo Alexandre
, Pedro Marques
, Mário Antunes
, João Paulo Barraca
, João Silva, Nuno Ferreira:
Real-World Indoor Location Assessment with Unmodified RFID Antennas. ICPRAM (Revised Selected Papers) 2023: 33-45 - Yacine Izza, Alexey Ignatiev, João Marques-Silva:
On Tackling Explanation Redundancy in Decision Trees (Extended Abstract). IJCAI 2023: 6900-6904 - Rui Ribeiro
, João Paulo Carvalho
, Luísa Coheur
:
Who Said That?: Selecting the Correct Persona from Conversational Text. IVA 2023: 60:1-60:3 - Clément Carbonnel, Martin C. Cooper, João Marques-Silva:
Tractable Explaining of Multivariate Decision Trees. KR 2023: 127-135 - Yacine Izza, João Marques-Silva:
On Computing Relevant Features for Explaining NBCs. ENIGMA@KR 2023: 75-86 - Rui Ribeiro
, João Paulo Carvalho
, Luísa Coheur
:
PGTask: Introducing the Task of Profile Generation from Dialogues. SIGDIAL 2023: 183-189 - Xuanxiang Huang
, Martin C. Cooper
, António Morgado
, Jordi Planes
, João Marques-Silva:
Feature Necessity & Relevancy in ML Classifier Explanations. TACAS (1) 2023: 167-186 - Aurélie Hurault
, João Marques-Silva:
Certified Logic-Based Explainable AI - The Case of Monotonic Classifiers. TAP 2023: 51-67 - Bernardo Marques
, Samuel S. Silva, António J. S. Teixeira
, João Alves, Paulo Dias, Beatriz Sousa Santos:
Towards Asynchronous Mixed Reality Remote Guidance supported by a Virtual Assistant: Proposal of a Conceptual Model. VR Workshops 2023: 370-374 - Xuanxiang Huang, João Marques-Silva:
The Inadequacy of Shapley Values for Explainability. CoRR abs/2302.08160 (2023) - Rui Ribeiro, João Paulo Carvalho
, Luísa Coheur:
PGTask: Introducing the Task of Profile Generation from Dialogues. CoRR abs/2304.06634 (2023) - João Marques-Silva:
Disproving XAI Myths with Formal Methods - Initial Results. CoRR abs/2306.01744 (2023) - Xuanxiang Huang, João Marques-Silva:
From Robustness to Explainability and Back Again. CoRR abs/2306.03048 (2023) - Yacine Izza, Alexey Ignatiev, Peter J. Stuckey, João Marques-Silva:
Delivering Inflated Explanations. CoRR abs/2306.15272 (2023) - Ramón Béjar, António Morgado, Jordi Planes, João Marques-Silva:
On Logic-Based Explainability with Partially Specified Inputs. CoRR abs/2306.15803 (2023) - João Marques-Silva, Xuanxiang Huang:
Explainability is NOT a Game. CoRR abs/2307.07514 (2023) - Xuanxiang Huang, João Marques-Silva:
A Refutation of Shapley Values for Explainability. CoRR abs/2309.03041 (2023) - Patrícia Pereira, Rui Ribeiro, Helena Moniz, Luísa Coheur, João Paulo Carvalho
:
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations. CoRR abs/2309.04292 (2023) - Xuanxiang Huang, João Marques-Silva:
Refutation of Shapley Values for XAI - Additional Evidence. CoRR abs/2310.00416 (2023) - Yacine Izza, João Marques-Silva:
The Pros and Cons of Adversarial Robustness. CoRR abs/2312.10911 (2023) - Yacine Izza, Kuldeep S. Meel, João Marques-Silva:
Locally-Minimal Probabilistic Explanations. CoRR abs/2312.11831 (2023) - 2022
- Pedro Mimoso Silva, João N. C. Gonçalves
, Tiago M. Martins, Luís C. Marques, Miguel Oliveira, Marcelo I. Reis, Luís Araújo, Daniela Correia, José Telhada
, Lino A. Costa
, João M. Fernandes
:
A hybrid bi-objective optimization approach for joint determination of safety stock and safety time buffers in multi-item single-stage industrial supply chains. Comput. Ind. Eng. 168: 108095 (2022) - Bernardo Marques
, António Teixeira
, Samuel Silva
, João Alves
, Paulo Dias
, Beatriz Sousa Santos:
A critical analysis on remote collaboration mediated by Augmented Reality: Making a case for improved characterization and evaluation of the collaborative process. Comput. Graph. 102: 619-633 (2022) - Yacine Izza, Alexey Ignatiev
, João Marques-Silva:
On Tackling Explanation Redundancy in Decision Trees. J. Artif. Intell. Res. 75: 261-321 (2022) - Igor Marques, Isadora Salles, João M. M. Couto, Breno C. Pimenta, Samuel Assis, Julio C. S. Reis, Ana Paula Couto da Silva, Jussara Marques de Almeida, Fabrício Benevenuto:
A Comprehensive Dataset of Brazilian Fact-Checking Stories. J. Inf. Data Manag. 13(1) (2022) - Anna S. Levin
, Maristela P. Freire, Maura Salaroli de Oliveira, Ana Catharina S. Nastri, Leila S. Harima, Lauro Vieira Perdigão-Neto
, Marcello M. Magri, Gabriel Fialkovitz, Pedro H. M. F. Figueiredo, Rinaldo Focaccia Siciliano, Ester C. Sabino, Danilo P. N. Carlotti, Davi Silva Rodrigues
, Fátima L. S. Nunes, João Eduardo Ferreira, Geraldo Busatto Filho, Eloisa Bonfá
, Edivaldo Utiyama, Aluisio Segurado
, Beatriz Perondi, Anna M. Morais, Amanda Montal, Solange Fusco, Marjorie Fregonesi, Marcelo Rocha, Izabel Marcilio, Izabel C. Rios, Fabiane, Y. O. Kawano, M. Amelia de Jesus, Esper G. Kallas, Carolina Marmo, Clarice Tanaka
, Heraldo P. de Souza, Julio F. M. Marchini, Carlos Carvalho, Juliana C. Ferreira, Thais Guimaraes, Carolina S. Lazari, Alberto J. S. Duarte, M. Cristina Braido, P. B. Francisco, Silvia F. Costa
:
Correlating drug prescriptions with prognosis in severe COVID-19: first step towards resource management. BMC Medical Informatics Decis. Mak. 22(1): 246 (2022) - Davi Silva Rodrigues
, Ana Catharina S. Nastri, Marcello M. Magri, Maura Salaroli de Oliveira, Ester C. Sabino, Pedro H. M. F. Figueiredo, Anna S. Levin
, Maristela P. Freire, Leila S. Harima, Fátima L. S. Nunes, João Eduardo Ferreira, Geraldo F. Busatto, Eloisa Bonfá
, Edivaldo Utiyama, Aluisio Segurado
, Beatriz Perondi, Anna M. Morais, Amanda Montal, Solange Fusco, Marjorie Fregonesi, Marcelo Rocha, Izabel Marcilio, Izabel C. Rios, Fabiane Y. O. Kawano, M. Amelia de Jesus, Esper G. Kallas, Carolina Marmo, Clarice Tanaka
, Heraldo P. de Souza, Julio F. M. Marchini, Carlos Carvalho, Juliana C. Ferreira, Thais Guimaraes, Carolina S. Lazari, Alberto J. S. Duarte, M. Cristina P. B. Francisco, Silvia F. Costa
:
Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records. BMC Medical Informatics Decis. Mak. 22(1): 187 (2022) - Rodolpho Medeiros, João Andrade
, Desirée Ramos
, Magna S. B. Moura
, Aldrin Pérez-Marin
, Carlos Antonio Costa dos Santos
, Bernardo B. da Silva, John E. de B. L. Cunha
:
Remote Sensing Phenology of the Brazilian Caatinga and Its Environmental Drivers. Remote. Sens. 14(11): 2637 (2022)