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Paula Alexandra de Oliveira Branco
AuthID:
R-00F-QZV
Publications
Confirmed
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Document Source:
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Document Type:
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Proceedings Paper (21)
Article (6)
Unpublished (3)
Editorial Material (1)
Year Start - End:
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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
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