Aurora Pozo

The Stables — United Kingdom

Computer Science · Physical Sciences

26h-index2.2kcitations211works0.72yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(105), Advanced Multi-Objective Optimization Algorithms(74), Evolutionary Algorithms and Applications(72), Software Engineering Research(29), Software Testing and Debugging Techniques(28)

Publications211 total

Large Language Models for Genomic Sequence Understanding: Classifying Introns/Exons and Translating DNA to Protein
2025
Impact of physical activity level on adult gut microbiome composition and metabolic function
2025Open Access
Evaluating Federated Learning Scenarios: Impact of Basic Parameters and Realistic Communication in Testbeds
2025Open Access
Filtragem Inteligente de Notícias: Uma Abordagem Baseada em Clusterização
2025
Enhancing Intrusion Detection Systems with representation methods: A comparative study
2025
The Effect of Text Normalization on Mining Portuguese Man-of-War Instagram Posts
Communications in computer and information science·2024
Aprendizado Federado com AutoKeras e Knowledge Distillation
2024· 1 citedOpen Access
biomapp::chip: large-scale motif analysis
BMC Bioinformatics·2024· 1 citedOpen Access
An adaptive evolutionary multi-objective clustering based on the data properties of the base partitions
Expert Systems with Applications·2024· 5 cited
SMT: A High-Performance Approach for Counting Kmers
2024Open Access
Social media image classification for jellyfish monitoring
Aquatic Ecology·2023· 8 cited
Federated Self-Supervised Learning for Intrusion Detection
2023· 9 cited
BIOMAPP::CHIP: Large-Scale Motif Analysis
2023Open Access
ENoW - Extrator de Dados de Notícias da Web
2023· 3 citedOpen Access
Uma proposta para Federated Learning em Cibersegurança
2023Open Access
Discovering motifs and genomic patterns with SMT: a high-performance data structure for counting kmers
2023Open Access
Técnicas de aprendizado de máquinas aplicadas à classificação de decisões judiciais
Revista de Estudos Empíricos em Direito·2023· 4 citedOpen Access
Creating deep neural networks for text classification tasks using grammar genetic programming
Applied Soft Computing·2023· 21 cited
An analysis of the admissibility of the objective functions applied in evolutionary multi-objective clustering
Information Sciences·2022· 1 cited
Expectation Maximization based algorithm applied to DNA sequence motif finder
2022 IEEE Congress on Evolutionary Computation (CEC)·2022· 9 cited
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Frequent Co-authors

Sílvia Regina Vergílio(25), Wesley K. G. Assunção(5), Thelma Elita Colanzi(5), Richard A. Gonçalves(4), Roberto Santana(4), Olacir R. Castro(4), André B. de Carvalho(3), Giovani Guizzo(3), Gian Fritsche(3), Josiel N. Kuk(3), André Britto(3), Evandro Nunes Regolin(2), Gustavo Alexandre de Souza(2), Arion de Campos(2), Elias P. Duarte(2), Carolina P. Almeida(2), E.O. Costa(2), Jackson Prado Lima(2), Andrei Strickler(2), Rafael da Veiga Cabral(2)