71
TÍTULO: Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms
AUTORES: Liyan Chang; Paula Branco ;
PUBLICAÇÃO: 2021, FONTE: CoRR, VOLUME: abs/2111.13597
INDEXADO EM: DBLP
NO MEU: ORCID | DBLP
72
TÍTULO: HEAL: Heterogeneous Ensemble and Active Learning Framework
AUTORES: Anubhav Chhabra; Tirumala Sree Akhil Nandyala; Paula Branco ;
PUBLICAÇÃO: 2021, FONTE: Proceedings of the 34th Canadian Conference on Artificial Intelligence, Canadian AI 2021, online, May 2021
INDEXADO EM: DBLP
NO MEU: DBLP
73
TÍTULO: On Oversampling via Generative Adversarial Networks under Different Data Difficulty Factors
AUTORES: Ehsan Nazari; Paula Branco ;
PUBLICAÇÃO: 2021, FONTE: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2021, Bilbao, Spain, September 17, 2021, VOLUME: 154
INDEXADO EM: DBLP
NO MEU: DBLP
74
TÍTULO: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2021, Bilbao, Spain, September 17, 2021
AUTORES: Nuno Moniz ; Paula Branco ; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLICAÇÃO: 2021, FONTE: LIDTA@ECML/PKDD, VOLUME: 154
INDEXADO EM: DBLP
NO MEU: DBLP
75
TÍTULO: Using CGAN to Deal with Class Imbalance and Small Sample Size in Cybersecurity Problems
AUTORES: Ehsan Nazari; Paula Branco ; Guy Vincent Jourdan;
PUBLICAÇÃO: 2021, FONTE: 18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021
INDEXADO EM: DBLP
NO MEU: ORCID | DBLP
76
TÍTULO: Artifact Detection in Invasive Blood Pressure Data using Forecasting Methods and Machine Learning
AUTORES: Mengqi Wu; Paula Branco ; Janny Xue Chen Ke; David B MacDonald;
PUBLICAÇÃO: 2020, FONTE: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020
INDEXADO EM: DBLP
NO MEU: ORCID | DBLP
77
TÍTULO: Exploring the Impact of Resampling Methods for Malware Detection
AUTORES: Paula Branco ;
PUBLICAÇÃO: 2020, FONTE: IEEE International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020
INDEXADO EM: DBLP
NO MEU: ORCID | DBLP
78
TÍTULO: A Study on the Impact of Data Characteristics in Imbalanced Regression Tasks
AUTORES: Paula Branco ; Luís Torgo ;
PUBLICAÇÃO: 2019, FONTE: 2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019, Washington, DC, USA, October 5-8, 2019
INDEXADO EM: DBLP CrossRef: 1
NO MEU: ORCID | DBLP
79
TÍTULO: A Study on the Impact of Data Characteristics in Imbalanced Regression Tasks
AUTORES: Branco, P ; Torgo, L ;
PUBLICAÇÃO: 2019, FONTE: 6th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2019 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2019)
INDEXADO EM: Scopus WOS
80
TÍTULO: Pre-processing approaches for imbalanced distributions in regression  Full Text
AUTORES: Branco, P ; Torgo, L ; Ribeiro, RP ;
PUBLICAÇÃO: 2019, FONTE: NEUROCOMPUTING, VOLUME: 343
INDEXADO EM: Scopus WOS DBLP CrossRef: 87
NO MEU: ORCID | DBLP
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