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Paula Alexandra de Oliveira Branco
AuthID:
R-00F-QZV
Publications
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Proceedings Paper (62)
Article (34)
Proceedings (5)
Editorial Material (1)
Phd Thesis (1)
Data Paper (1)
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Confirmed Publications: 104
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
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
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
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
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
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
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
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
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
IN MY:
ORCID
|
DBLP
|
CIÊNCIAVITAE
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