- João Martins, Marco Gomes, Vítor Silva, Rui Dinis:
Deep Learning-based Channel Prediction for Wireless Physical Layer Security. MeditCom 2024: 114-118 - Joao P. A. Dantas, Samara R. Silva, Vitor Conrado Faria Gomes, Andre N. Costa, Adrisson R. Samersla, Diego Geraldo, Marcos R. O. A. Máximo, Takashi Yoneyama:
AsaPy: A Python Library for Aerospace Simulation Analysis. SIGSIM-PADS 2024: 15-24 - Hidelberg Albuquerque, Ellen Souza, Tainan Silva, Rafael P. Gouveia, Flávio Rocha Junior, Douglas Vitório, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho, Adriano Lorena Inácio de Oliveira, Francisco Edmundo de Andrade:
UlyssesNERQ: Expanding Queries from Brazilian Portuguese Legislative Documents through Named Entity Recognition. PROPOR 2024: 342-352 - Paulo Vitor Santana Silva, Arthur Ricardo De Sousa Vitória, Diogo Fernandes Costa Silva, Arlindo Rodrigues Galvão Filho:
Attention Guidance through Video Script: A Case Study of Object Focusing on 360º VR Video Tours. SVR 2024: 247-251 - Lizandro Nunes da Silva, Daniel Carvalho da Cunha, Raul Vitor Silva Barreto, Robson Dias Alves Timoteo:
Proposal of a Memory-Based Ensemble Particle Swarm Optimizer. ICSI (1) 2024: 20-32 - Vitor B. L. Fernandes, Adriano Barbosa-Silva, Danilo Cesar Pereira, Sérgio V. Cardoso, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral. VISIGRAPP (3): VISAPP 2024: 516-523 - Rodrigo Fill Rangel Seedz, Vítor Nascimento Lourenço Gaivota, Lucas Volochen Oldoni Seedz, Ana Flavia Carrara Bonamigo Seedz, Wallas Santos Gaivota, Bruno Silva Oliveira Seedz, Mateus Neves Barreto Seedz:
A Unified Framework for Cropland Field Boundary Detection and Segmentation. WACV (Workshops) 2024: 636-644 - Alexandre Candeias, Ivo Silva, Vitor Sousa, José Marcelino:
Tailor: Size Recommendations for High-End Fashion Marketplaces. CoRR abs/2401.01978 (2024) - João Vitorino, Miguel Silva, Eva Maia, Isabel Praça:
An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection. CoRR abs/2402.16912 (2024) - João Vitorino, Miguel Silva, Eva Maia, Isabel Praça:
Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection. CoRR abs/2404.04188 (2024) - Miguel Silva, João Vitorino, Eva Maia, Isabel Praça:
Efficient Network Traffic Feature Sets for IoT Intrusion Detection. CoRR abs/2406.08042 (2024) - Parikshit Solunke, Vitoria Guardieiro, João Rulff, Peter Xenopoulos, Gromit Yeuk-Yin Chan, Brian Barr, Luis Gustavo Nonato, Cláudio T. Silva:
MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local Explanations. CoRR abs/2406.15613 (2024) - Vitoria Guardieiro, Felipe Inagaki de Oliveira, Harish Doraiswamy, Luis Gustavo Nonato, Cláudio T. Silva:
TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees. CoRR abs/2409.07257 (2024) - 2023
- Vitor de Castro-Silva, Bruno Bogaz Zarpelão, Eric Medvet, Sylvio Barbon:
Explainable Time Series Tree: An Explainable Top-Down Time Series Segmentation Framework. IEEE Access 11: 120845-120856 (2023) - Daniel Corujo, José Quevedo, Vitor A. Cunha, André Perdigão, Rui Silva, David Santos, Rui L. Aguiar, Paulo Paixão, Pedro Elísio Silva, Rui Antunes, Carlos Marques, Álvaro Gomes:
An Empirical Assessment of the Contribution of 5G in Vertical Industries: A Case for the Transportation Sector. IEEE Access 11: 15348-15363 (2023) - Tiago Palma Pagano, Rafael Bessa Loureiro, Fernanda Vitoria Nascimento Lisboa, Gustavo Oliveira Ramos Cruz, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento:
Context-Based Patterns in Machine Learning Bias and Fairness Metrics: A Sensitive Attributes-Based Approach. Big Data Cogn. Comput. 7(1): 27 (2023) - Tiago Palma Pagano, Rafael Bessa Loureiro, Fernanda Vitoria Nascimento Lisboa, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Gustavo Oliveira Ramos Cruz, Maira Matos Araujo, Lucas Lisboa dos Santos, Marco Cruz, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento:
Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods. Big Data Cogn. Comput. 7(1): 15 (2023) - César Henrique Bernabé, Núria Queralt-Rosinach, Vítor E. Silva Souza, Luiz Olavo Bonino da Silva Santos, Barend Mons, Annika Jacobsen, Marco Roos:
The use of foundational ontologies in biomedical research. J. Biomed. Semant. 14(1): 21 (2023) - Rui Jesus, Luís Bastião Silva, Vitor Manuel Leitão de Sousa, Lina Carvalho, Dibet Garcia Gonzalez, João Carias, Carlos Costa:
Personalizable AI platform for universal access to research and diagnosis in digital pathology. Comput. Methods Programs Biomed. 242: 107787 (2023) - Mariza Ferro, Gabrieli Silva, Felipe B. de Paula, Vítor Vieira, Bruno Schulze:
Towards a sustainable artificial intelligence: A case study of energy efficiency in decision tree algorithms. Concurr. Comput. Pract. Exp. 35(17) (2023) - Joerg Evermann, Jennifer Horkoff, Jeffrey Parsons, Vítor E. Silva Souza:
In Memoriam - Professor Aditya Ghose. Data Knowl. Eng. 145: 102178 (2023) - Aditya Ghose, Jennifer Horkoff, Vítor E. Silva Souza, Jeffrey Parsons, Joerg Evermann:
Preface. Data Knowl. Eng. 145: 102177 (2023) - Srinivasan Subramaniyan, Oscar Ferraz, M. R. Ashuthosh, Santosh Krishna, Guohui Wang, Joseph R. Cavallaro, Vítor Silva, Gabriel Falcão, Madhura Purnaprajna:
Enabling High-Level Design Strategies for High-Throughput and Low-Power NB-LDPC Decoders. IEEE Des. Test 40(1): 85-95 (2023) - João Vitor dos Santos Canellas, Fabio Gamboa Ritto, Alessandro Rodolico, Eugenio Aguglia, Gustavo Vicentis de Oliveira Fernandes, Carlos Marcelo da Silva Figueredo, Mario Vianna Vettore:
The international platform of registered systematic review and meta-analysis protocols (INPLASY) at 3 years: an analysis of 4,658 registered protocols on inplasy.com, platform features, and website statistics. Frontiers Res. Metrics Anal. 8 (2023) - Filipa Cunha, Sara Campos, Vitor Simões-Silva, Victòria Brugada-Ramentol, Bebiana Sá-Moura, Hossein Jalali, Amir Bozorgzadeh, Maria João Trigueiro:
The effect of a virtual reality based intervention on processing speed and working memory in individuals with ADHD - A pilot-study. Frontiers Virtual Real. 4 (2023) - Filipe Conceição, Lúcia Martins, Marco Gomes, Vítor Silva, Rui Dinis:
Access Point Selection for Spectral Efficiency and Load Balancing Optimization in Radio Stripes. IEEE Commun. Lett. 27(9): 2383-2387 (2023) - Óscar Martins, Filipe Conceição, Marco Gomes, Vítor Silva, Rui Dinis:
Achievable Capacity for Continuous Radio Stripe LOS Communications. IEEE Commun. Lett. 27(10): 2792-2796 (2023) - Tiago Wiedemann, Jorge Luis Victória Barbosa, Vítor Kehl Matter, Lucian Gonçales, Luan Carlos Nesi, Sandro José Rigo, Kleinner S. F. Oliveira:
SIMCOP: a framework for similarity analysis of context histories. Int. J. Bus. Inf. Syst. 44(3): 339-367 (2023) - Pedro Nogueira, Marcelo Silva, Paulo Infante, Vítor Nogueira, Paulo Rebelo Manuel, Anabela Afonso, Gonçalo Jacinto, Leonor Rego, Paulo Quaresma, José Saias, Daniel Santos, Patrícia Gois:
Learning from Accidents: Spatial Intelligence Applied to Road Accidents with Insights from a Case Study in Setúbal District, Portugal. ISPRS Int. J. Geo Inf. 12(3): 93 (2023) - Paulo Infante, Gonçalo Jacinto, Daniel Santos, Pedro Nogueira, Anabela Afonso, Paulo Quaresma, Marcelo Silva, Vítor Nogueira, Leonor Rego, José Saias, Patrícia Gois, Paulo Rebelo Manuel:
Prediction of Road Traffic Accidents on a Road in Portugal: A Multidisciplinary Approach Using Artificial Intelligence, Statistics, and Geographic Information Systems. Inf. 14(4): 238 (2023)