Grupo de Arquitectura de Computadores (GAC)
Envíos recentes
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PlayNet: real-time handball play classification with Kalman embeddings and neural networks
(Springer, 2024)[Abstract] Real-time play recognition and classification algorithms are crucial for automating video production and live broadcasts of sporting events. However, current methods relying on human pose estimation and deep ... -
A comprehensive handball dynamics dataset for game situation classification
(Elsevier, 2023)[Abstract] This article presents a comprehensive dataset of labeled game situations obtained from multiple professional handball matches, which corresponds to the research paper entitled “PlayNet: Real-time Handball Play ... -
Ensemble and continual federated learning for classification tasks
(Springer, 2023-09)[Abstract]: Federated learning is the state-of-the-art paradigm for training a learning model collaboratively across multiple distributed devices while ensuring data privacy. Under this framework, different algorithms have ... -
Land consolidation through parcel exchange among landowners using a distributed Spark-based genetic algorithm
(Springer, 2022-12)[Abstract]: Land consolidation is an essential tool for public administrations to reduce the fragmentation of land ownership. In particular, parcel exchange shows promising potential for restructuring parcel holdings, even ... -
EPA-ng: Massively Parallel Evolutionary Placement of Genetic Sequences
(Oxford University Press, 2019-03-01)[Abstract]: Next generation sequencing (NGS) technologies have led to a ubiquity of molecular sequence data. This data avalanche is particularly challenging in metagenetics, which focuses on taxonomic identification of ...
