Paula Alexandra de Oliveira Branco


AuthID: R-00F-QZV

Confirmed Publications: 31



1
TITLE: Active Learning for Imbalanced Domains: the ALOD and ALOD-RE Algorithms
AUTHORS: Mayukh Bhattacharjee; Hema Sri Kambhampati; Paula Branco ; Luís Torgo ;
PUBLISHED: 2021, SOURCE: 8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021, Porto, Portugal, October 6-9, 2021
INDEXED IN: DBLP
IN MY: ORCID | DBLP
2
TITLE: An Analysis of Performance Metrics for Imbalanced Classification
AUTHORS: Gaudreault, Jean Gabriel; Branco, Paula ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 24th International Conference on Discovery Science (DS) in DISCOVERY SCIENCE (DS 2021), VOLUME: 12986
INDEXED IN: Scopus WOS DBLP CrossRef: 14
IN MY: ORCID | DBLP
3
TITLE: Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms
AUTHORS: Liyan Chang; Paula Branco ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2111.13597
INDEXED IN: DBLP
IN MY: ORCID | DBLP
4
TITLE: Using CGAN to Deal with Class Imbalance and Small Sample Size in Cybersecurity Problems
AUTHORS: Ehsan Nazari; Paula Branco ; Guy Vincent Jourdan;
PUBLISHED: 2021, SOURCE: 18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021
INDEXED IN: DBLP
IN MY: ORCID | DBLP
5
TITLE: Artifact Detection in Invasive Blood Pressure Data using Forecasting Methods and Machine Learning
AUTHORS: Mengqi Wu; Paula Branco ; Janny Xue Chen Ke; David B MacDonald;
PUBLISHED: 2020, SOURCE: IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020
INDEXED IN: DBLP
IN MY: ORCID | DBLP
6
TITLE: Exploring the Impact of Resampling Methods for Malware Detection
AUTHORS: Paula Branco ;
PUBLISHED: 2020, SOURCE: IEEE International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020
INDEXED IN: DBLP
IN MY: ORCID | DBLP
7
TITLE: A Study on the Impact of Data Characteristics in Imbalanced Regression Tasks
AUTHORS: Paula Branco ; Luís Torgo ;
PUBLISHED: 2019, SOURCE: 2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019, Washington, DC, USA, October 5-8, 2019
INDEXED IN: DBLP CrossRef: 1
IN MY: ORCID | DBLP
8
TITLE: A Study on the Impact of Data Characteristics in Imbalanced Regression Tasks
AUTHORS: Branco, P ; Torgo, L ;
PUBLISHED: 2019, SOURCE: 6th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2019 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2019)
INDEXED IN: Scopus WOS
9
TITLE: Pre-processing approaches for imbalanced distributions in regression  Full Text
AUTHORS: Branco, P ; Torgo, L ; Ribeiro, RP ;
PUBLISHED: 2019, SOURCE: NEUROCOMPUTING, VOLUME: 343
INDEXED IN: Scopus WOS DBLP CrossRef: 69
IN MY: ORCID | DBLP
10
TITLE: The CURE for Class Imbalance
AUTHORS: Colin Bellinger; Paula Branco ; Luís Torgo ;
PUBLISHED: 2019, SOURCE: Discovery Science - 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings, VOLUME: 11828
INDEXED IN: DBLP
IN MY: ORCID | DBLP
Page 1 of 4. Total results: 31.

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