71
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: DSAA
INDEXED IN: DBLP
72
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: 29
73
TITLE: An Extensive Comparison of Systems for Entity Extraction from Log Files
AUTHORS: Anubhav Chhabra; Paula Branco ; Guy Vincent Jourdan; Herna L Viktor;
PUBLISHED: 2021, SOURCE: FPS
INDEXED IN: DBLP
IN MY: DBLP
74
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
75
TITLE: HEAL: Heterogeneous Ensemble and Active Learning Framework
AUTHORS: Anubhav Chhabra; Tirumala Sree Akhil Nandyala; Paula Branco ;
PUBLISHED: 2021, SOURCE: Canadian AI
INDEXED IN: DBLP
IN MY: DBLP
76
TITLE: On Oversampling via Generative Adversarial Networks under Different Data Difficulty Factors
AUTHORS: Ehsan Nazari; Paula Branco ;
PUBLISHED: 2021, SOURCE: LIDTA@ECML/PKDD
INDEXED IN: DBLP
IN MY: DBLP
77
TITLE: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA 2021, Bilbao, Spain, September 17, 2021
AUTHORS: Nuno Moniz ; Paula Branco ; Luís Torgo ; Nathalie Japkowicz; Michal Wozniak; Shuo Wang;
PUBLISHED: 2021, SOURCE: LIDTA@ECML/PKDD, VOLUME: 154
INDEXED IN: DBLP
IN MY: DBLP
78
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: PST
INDEXED IN: DBLP
79
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: BIBM
INDEXED IN: DBLP
80
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
Page 8 of 11. Total results: 104.