- Olesya Razuvayevskaya, Ben Wu, João Augusto Leite, Freddy Heppell, Ivan Srba, Carolina Scarton, Kalina Bontcheva, Xingyi Song:
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification. CoRR abs/2308.07282 (2023) - João Augusto Leite, Olesya Razuvayevskaya, Kalina Bontcheva, Carolina Scarton:
Detecting Misinformation with LLM-Predicted Credibility Signals and Weak Supervision. CoRR abs/2309.07601 (2023) - Léuson M. P. da Silva, Paulo Borba, Toni Maciel, Wardah Mahmood, Thorsten Berger, João Moisakis, Aldiberg Gomes, Vinícius Leite:
Detecting Semantic Conflicts with Unit Tests. CoRR abs/2310.02395 (2023) - 2022
- Gabriel A. S. Ferreira
, João Lucas S. Teixeira, Ana Lucia Z. Rosso, Antônio Maurício F. L. Miranda de Sá
:
On the classification of tremor signals into dyskinesia, Parkinsonian tremor, and Essential tremor by using machine learning techniques. Biomed. Signal Process. Control. 73: 103430 (2022) - Ana Flávia Lopes Gonçalves, Rafael de Magalhaes Dias Frinhani, Bruno Guazzelli Batista, Rafael Perez Pagan, Edvard Martins de Oliveira
, Bruno Tardiole Kuehne, João Paulo R. Rodrigues Leite
, João Victor de M. S. Gomes:
A predictive model of electricity quality indicator in distribution subsidiaries. Int. J. Bus. Intell. Data Min. 21(4): 419-442 (2022) - Rafael Ferreira
, Mariana Leite
, David Semedo
, João Magalhães:
Open-domain conversational search assistants: the Transformer is all you need. Inf. Retr. J. 25(2): 123-148 (2022) - Brayan Rene Acevedo Jaimes
, João Pedro Klock Ferreira
, Cristiano Leite Castro
:
Unsupervised Semantic Segmentation of Aerial Images With Application to UAV Localization. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - Dênis Leite
, Aldonso Martins-Jr
, Diego Rativa
, João F. L. de Oliveira
, Alexandre M. A. Maciel
:
An Automated Machine Learning Approach for Real-Time Fault Detection and Diagnosis. Sensors 22(16): 6138 (2022) - Roberto Miele
, Bernardo Viola Barreto, Paula Yamada, Luiz Eduardo S. Varella, Anderson L. Pimentel, João Felipe C. L. Costa
, Leonardo Azevedo
:
Geostatistical Seismic Rock Physics AVA Inversion With Data-Driven Elastic Properties Update. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - Rafael Ferreira Mello
, José Rodrigues Lima Neto
, Giuseppe Fiorentino
, Gabriel Alves
, Verenna Arêdes
, João Victor Galdino Ferreira Silva
, Taciana Pontual Falcão
, Dragan Gasevic
:
Enhancing Instructors' Capability to Assess Open-Response Using Natural Language Processing and Learning Analytics. EC-TEL 2022: 102-115 - Ana Larissa Ribeiro de Freitas, Liana Oighenstein Anderson, Paulo Henrique Alves Leão, João Bosco Coura dos Reis, Celso Henrique Leite Silva Junior, Nathália S. Carvalho, Ana Carolina M. Pessôa, Wanderson Henrique dos Santos:
Previsão da probabilidade de fogo: ocorrências pós-alerta na Amazônia Maranhense. GEOINFO 2022: 259-263 - Paulo Henrique A. Leão, Liana O. Anderson, Ana Larissa R. de Freitas, João Bosco Coura dos Reis, Swanni T. Alvarado, Celso Henrique Leite Silva Junior, Tiago Massi Ferraz:
Contribuição de produtos de área queimada na Amazônia Maranhense: proposta de avaliações combinadas. GEOINFO 2022: 311-316 - Ana Ferreira
, Rui Chilro, Ricardo Cruz-Correia
:
AnyMApp Framework: Anonymous Digital Twin Human-App Interactions. HCI (41) 2022: 214-225 - Érika Correia, Anderson Leite, Giovane Fernandes Moreira, João Pedro Vilasboas, Marcelo Sá Coqueiro Sampaio, Adriel Bastos Souza, José A. Diaz Amado, João Erivando Soares, Yudith Cardinale:
An Architecture for Social-Aware Navigation Based on a Chatbot Interaction. Intelligent Environments (Workshops) 2022: 27-36 - João Ferreira, Manuel de Sousa Ribeiro, Ricardo Gonçalves, João Leite:
Looking Inside the Black-Box: Logic-based Explanations for Neural Networks. KR 2022 - Matthias Knorr
, Carlos Viegas Damásio
, Ricardo Gonçalves
, João Leite
:
Towards Provenance in Heterogeneous Knowledge Bases. LPNMR 2022: 287-300 - Marcos V. N. Bedo, João V. S. Leite, Rodolfo Alves de Oliveira, Fábio Protti:
Geodetic convexity and Kneser graphs. CoRR abs/2203.03406 (2022) - Pablo M. Oliveira, Mateus B. Vieira, Isaac C. Ferreira, João P. R. R. Leite
, Edvard Martins de Oliveira
, Bruno Tardiole Kuehne, Edmilson Marmo Moreira, Otávio Augusto Salgado Carpinteiro:
ABL: An original active blacklist based on a modification of the SMTP. CoRR abs/2208.10602 (2022) - 2021
- Dimitrius F. Borges
, João Paulo R. Rodrigues Leite
, Edmilson Marmo Moreira, Otávio Augusto Salgado Carpinteiro:
Traffic Light Control Using Hierarchical Reinforcement Learning and Options Framework. IEEE Access 9: 99155-99165 (2021) - Fernando Henrique Fernandes Leite, João Dallyson Sousa de Almeida
, Luana Batista da Cruz, Jorge Antonio Meireles Teixeira, Geraldo Braz Junior
, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
:
Surgical planning of horizontal strabismus using multiple output regression tree. Comput. Biol. Medicine 134: 104493 (2021) - Rafael Moniz Caixeta, João Felipe Coimbra Leite Costa:
A robust unfolding approach for 3-D domains. Comput. Geosci. 155: 104844 (2021) - Paulo Roberto Moura de Carvalho
, João Felipe Coimbra Leite Costa:
Automatic variogram model fitting of a variogram map based on the Fourier integral method. Comput. Geosci. 156: 104891 (2021) - Leonardo Gasparini, José Roberto Pereira Rodrigues, Douglas Adriano Augusto
, Luiz Mariano Carvalho
, Cesar Conopoima
, Paulo Goldfeld
, Jairo Panetta
, João Paulo Ramirez
, Michael Souza, Mateus O. Figueiredo, Victor M. D. M. Leite
:
Hybrid parallel iterative sparse linear solver framework for reservoir geomechanical and flow simulation. J. Comput. Sci. 51: 101330 (2021) - Manuel de Sousa Ribeiro, João Leite
:
Aligning Artificial Neural Networks and Ontologies towards Explainable AI. AAAI 2021: 4932-4940 - Diogo Nogueira-Leite
, João Miguel Alves
, Manuel Marques-Cruz
, Ricardo Cruz-Correia
:
A Cautionary Tale on Using Covid-19 Data for Machine Learning. AIME 2021: 265-275 - Luisa Simões, Vaibhav Shah
, João Silva, Nelson Rodrigues
, Nuno Leite, Nuno Lopes:
New Performance Metrics for Offline Content-Based TV Recommender System. BIAS 2021: 156-169 - Danilo Leite, Maria Campelos, Ana Fernandes, Pedro Batista, João Beirão, Pedro Menéres, António Cunha
:
Machine Learning automatic assessment for glaucoma and myopia based on Corvis ST data. CENTERIS/ProjMAN/HCist 2021: 454-460 - Helano Miguel B. F. Portela
, Rodrigo de Melo Souza Veras
, Luis Henrique Silva Vogado
, Daniel Leite
, Jefferson Alves de Sousa
, Anselmo Cardoso de Paiva
, João Manuel R. S. Tavares
:
A Coarse to Fine Corneal Ulcer Segmentation Approach Using U-net and DexiNed in Chain. CIARP 2021: 13-23 - Rafael Ferreira
, Mariana Leite
, David Semedo
, João Magalhães:
Open-Domain Conversational Search Assistant with Transformers. ECIR (1) 2021: 130-145 - Ricardo Ferreira, Carolina Lopes, Ricardo Gonçalves
, Matthias Knorr
, Ludwig Krippahl, João Leite
:
Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL. EPIA 2021: 338-350