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Authenticus: R-00F-QZV
ResearcherID: V-2452-2018
Ciência ID: 481A-9D15-A7EB
SciProfiles: 2582802

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Employment (1)

University of Ottawa: Ottawa, Ontario, CA

2020-02-01 to present | Assistant Professor (EECS)
Employment
Source: Self-asserted source
Paula Alexandra de Oliveira Branco

Works (36)

BERTGuard: Two-Tiered Multi-Domain Fake News Detection with Class Imbalance Mitigation

Big Data and Cognitive Computing
2024-08 | Journal article | Author
DOI: 10.3390/bdcc8080093
Contributors: Mohammad Q. Alnabhan; Paula Alexandra de Oliveira Branco
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
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Corn Grain Yield Prediction Using UAV-Based High Spatiotemporal Resolution Imagery, Machine Learning, and Spatial Cross-Validation

Remote Sensing
2024-02 | Journal article
DOI: 10.3390/rs16040683
SOURCE-WORK-ID:

cv-prod-id-4548392
Contributors: Patrick Killeen; Iluju Kiringa; Tet Yeap; Paula Alexandra de Oliveira Branco
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CIÊNCIAVITAE
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AutoGAN: An Automated Human-Out-of-the-Loop Approach for Training Generative Adversarial Networks

Mathematics
2023-02 | Journal article
DOI: 10.3390/math11040977
SOURCE-WORK-ID:

cv-prod-id-4548390
Contributors: Ehsan Nazari; Paula Alexandra de Oliveira Branco; Guy-Vincent Jourdan
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CIÊNCIAVITAE
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Imbalanced Multimodal Attention-Based System for Multiclass House Price Prediction

Mathematics
2022-12 | Journal article
DOI: 10.3390/math11010113
SOURCE-WORK-ID:

cv-prod-id-4548389
Contributors: Yansong Li; Paula Alexandra de Oliveira Branco; Hanxiang Zhang
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CIÊNCIAVITAE
grade
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3rd Workshop on Learning with Imbalanced Domains: Preface

Third International Workshop on Learning with Imbalanced Domains: Theory and Applications
2021 | Conference paper
Source: Self-asserted source
Paula Alexandra de Oliveira Branco

Active Learning for Imbalanced Domains: the ALOD and ALOD-RE Algorithms

2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA)
2021 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-2890602

OTHER-ID:

dblp:conf/dsaa/BhattacharjeeKB21

AUTHENTICUSID: P-00V-N5W
Source: Self-asserted source
Paula Alexandra de Oliveira Branco
grade
Preferred source (of 3)‎

An Analysis of Performance Metrics for Imbalanced Classification

International Conference on Discovery Science
2021 | Conference paper
AUTHENTICUSID: P-00V-H9B
Source: Self-asserted source
Paula Alexandra de Oliveira Branco
grade
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Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms

arXiv preprint arXiv:2111.13597
2021 | Journal article
SOURCE-WORK-ID:

cv-prod-id-2890604

AUTHENTICUSID: P-00V-V3Y
OTHER-ID:

dblp:journals/corr/abs-2111-13597
Source: Self-asserted source
Paula Alexandra de Oliveira Branco
grade
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HEAL: Heterogeneous Ensemble and Active Learning Framework

Proceedings of the Canadian Conference on Artificial Intelligence
2021 | Conference paper
Source: Self-asserted source
Paula Alexandra de Oliveira Branco

On Oversampling via Generative Adversarial Networks under Different Data Difficulty Factors

Third International Workshop on Learning with Imbalanced Domains: Theory and Applications
2021 | Conference paper
Source: Self-asserted source
Paula Alexandra de Oliveira Branco

Using CGAN to Deal with Class Imbalance and Small Sample Size in Cybersecurity Problems

18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021
2021 | Conference paper
AUTHENTICUSID: P-00V-ZPX
OTHER-ID:

dblp:conf/pst/NazariBJ21
Contributors: Nazari, E; Branco, P; Jourdan, GV
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Authenticus
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Artifact Detection in Invasive Blood Pressure Data using Forecasting Methods and Machine Learning

IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020
2020 | Conference paper
AUTHENTICUSID: P-00T-D5Y
OTHER-ID:

dblp:conf/bibm/WuBKM20
Contributors: Wu, M; Branco, P; Chen Ke, JX; MacDonald, DB
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Authenticus
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Exploring the Impact of Resampling Methods for Malware Detection

IEEE International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020
2020 | Conference paper
AUTHENTICUSID: P-00T-S0X
OTHER-ID:

dblp:conf/bigdataconf/Branco20
Contributors: Branco, P
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Authenticus
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A Study on the Impact of Data Characteristics in Imbalanced Regression Tasks

2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019, Washington, DC, USA, October 5-8, 2019
2019 | Conference paper
DOI: 10.1109/dsaa.2019.00034
AUTHENTICUSID: P-00S-796
OTHER-ID:

dblp:conf/dsaa/BrancoT19
Contributors: Branco, P; Torgo, L
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Authenticus
grade
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Pre-processing approaches for imbalanced distributions in regression

NEUROCOMPUTING
2019 | Journal article
DOI: 10.1016/j.neucom.2018.11.100
Part of ISSN: 0925-2312
AUTHENTICUSID: P-00Q-EWA
WOSUID:

WOS:000464603600007

EID:

2-s2.0-85061232495

OTHER-ID:

dblp:journals/ijon/BrancoTR19
Contributors: Branco, P; Torgo, L; Ribeiro, RP
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Authenticus
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The CURE for Class Imbalance

Discovery Science - 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019, Proceedings
2019 | Conference paper
AUTHENTICUSID: P-00R-B9H
OTHER-ID:

dblp:conf/dis/BellingerBT19
Contributors: Bellinger, C; Branco, P; Torgo, L
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Authenticus
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2nd Workshop on Learning with Imbalanced Domains: Preface

Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September 10, 2018
2018 | Conference paper
AUTHENTICUSID: P-00Q-J17
OTHER-ID:

dblp:conf/pkdd/TorgoMJKMB18
Contributors: Torgo, L; Matwin, S; Japkowicz, N; Krawczyk, B; Moniz, N; Branco, P
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Authenticus
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Cost-Sensitive Learning: Preface

International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018
2018 | Conference paper
AUTHENTICUSID: P-00Q-J18
OTHER-ID:

dblp:conf/sdm/TorgoMWMB18
Contributors: Torgo, L; Matwin, S; Weiss, G; Moniz, N; Branco, P
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MetaUtil: Meta Learning for Utility Maximization in Regression

Discovery Science - 21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings
2018 | Conference paper
DOI: 10.1007/978-3-030-01771-2_9
Part of ISSN: 0302-9743
AUTHENTICUSID: P-00P-S0N
EID:

2-s2.0-85055783712

OTHER-ID:

dblp:conf/dis/BrancoTR18
Contributors: Branco, P; Torgo, L; Ribeiro, RP
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REBAGG: REsampled BAGGing for Imbalanced Regression

Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September 10, 2018
2018 | Conference paper
AUTHENTICUSID: P-00Q-J16
OTHER-ID:

dblp:conf/pkdd/BrancoTR18
Contributors: Branco, P; Torgo, L; Ribeiro, RP
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Authenticus
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Resampling with neighbourhood bias on imbalanced domains

EXPERT SYSTEMS
2018 | Journal article
DOI: 10.1111/exsy.12311
Part of ISSN: 0266-4720
AUTHENTICUSID: P-00P-JQK
WOSUID:

WOS:000442211200019

EID:

2-s2.0-85050591308

OTHER-ID:

dblp:journals/es/BrancoTR18
Contributors: Branco, P; Torgo, L; Ribeiro, RP
Source: check_circle
Authenticus
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A Framework for Recommendation of Highly Popular News Lacking Social Feedback

NEW GENERATION COMPUTING
2017 | Journal article
DOI: 10.1007/s00354-017-0019-x
Part of ISSN: 0288-3635
AUTHENTICUSID: P-00M-VY0
WOSUID:

WOS:000412455900006

EID:

2-s2.0-85019895595

OTHER-ID:

dblp:journals/ngc/MonizTEB17
Contributors: Moniz, N; Torgo, L; Eirinaki, M; Branco, P
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Authenticus
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Evaluation of Ensemble Methods in Imbalanced Regression Tasks

First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia
2017 | Conference paper
AUTHENTICUSID: P-00N-689
OTHER-ID:

dblp:conf/pkdd/MonizBT17
Contributors: Moniz, N; Branco, P; Torgo, L
Source: check_circle
Authenticus
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Exploring Resampling with Neighborhood Bias on Imbalanced Regression Problems

PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2017)
2017 | Conference paper
DOI: 10.1007/978-3-319-65340-2_42
Part of ISSN: 0302-9743
AUTHENTICUSID: P-00M-YK5
WOSUID:

WOS:000452455800042

EID:

2-s2.0-85028955198

OTHER-ID:

dblp:conf/epia/BrancoTR17
Contributors: Branco, P; Torgo, L; Ribeiro, RP
Source: check_circle
Authenticus
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Learning Through Utility Optimization in Regression Tasks

2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)
2017 | Conference paper
DOI: 10.1109/dsaa.2017.63
Part of ISSN: 2472-1573
AUTHENTICUSID: P-00N-H19
WOSUID:

WOS:000454622300004

EID:

2-s2.0-85046294095

OTHER-ID:

dblp:conf/dsaa/BrancoTRFPR17
Contributors: Branco, P; Torgo, L; Ribeiro, RP; Frank, E; Pfahringer, B; Rau, MM
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Learning with Imbalanced Domains: Preface

First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia
2017 | Other
AUTHENTICUSID: P-00N-68A
OTHER-ID:

dblp:conf/pkdd/TorgoKBM17
Contributors: Torgo, L; Krawczyk, B; Branco, P; Moniz, N
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Relevance-Based Evaluation Metrics for Multi-class Imbalanced Domains

Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I
2017 | Conference paper
DOI: 10.1007/978-3-319-57454-7_54
Part of ISSN: 0302-9743
AUTHENTICUSID: P-00M-PQ3
EID:

2-s2.0-85018404158

OTHER-ID:

dblp:conf/pakdd/BrancoTR17
Contributors: Branco, Paula; Torgo, Luis; Ribeiro, RitaP.
Source: check_circle
Authenticus
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Resampling strategies for imbalanced time series forecasting

I. J. Data Science and Analytics
2017 | Journal article
DOI: 10.1007/s41060-017-0044-3
Part of ISSN: 2364-415X
AUTHENTICUSID: P-00M-QZH
EID:

2-s2.0-85069667992

OTHER-ID:

dblp:journals/ijdsa/MonizBT17
Contributors: Moniz, N; Branco, P; Torgo, L
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Authenticus
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SMOGN: a Pre-processing Approach for Imbalanced Regression

First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia
2017 | Conference paper
AUTHENTICUSID: P-00N-688
OTHER-ID:

dblp:conf/pkdd/BrancoTR17
Contributors: Branco, P; Torgo, L; Ribeiro, RP
Source: check_circle
Authenticus
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A Survey of Predictive Modeling on Im balanced Domains

ACM COMPUTING SURVEYS
2016 | Journal article
DOI: 10.1145/2907070
Part of ISSN: 0360-0300
AUTHENTICUSID: P-00K-T7B
WOSUID:

WOS:000388504300010

EID:

2-s2.0-84983748443

OTHER-ID:

dblp:journals/csur/BrancoTR16
Contributors: Branco, P; Torgo, L; Ribeiro, RP
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Resampling Strategies for Imbalanced Time Series

PROCEEDINGS OF 3RD IEEE/ACM INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, (DSAA 2016)
2016 | Conference paper
DOI: 10.1109/dsaa.2016.37
AUTHENTICUSID: P-00M-AMA
WOSUID:

WOS:000391583800030

EID:

2-s2.0-85011301725

OTHER-ID:

dblp:conf/dsaa/MonizBT16
Contributors: Moniz, N; Branco, P; Torgo, L
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Authenticus
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UBL: an R package for Utility-based Learning

CoRR
2016 | Other
AUTHENTICUSID: P-00K-DVZ
OTHER-ID:

dblp:journals/corr/BrancoRT16

ARXIV: 1604.08079
Contributors: Branco, P; Ribeiro, RP; Torgo, L
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A Survey of Predictive Modelling under Imbalanced Distributions

CoRR
2015 | Other
AUTHENTICUSID: P-00G-6EF
OTHER-ID:

dblp:journals/corr/BrancoTR15

ARXIV: 1505.01658
Contributors: Branco, Paula; Torgo, Luis; Ribeiro, RitaP.
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Crime Prediction Using Regression and Resources Optimization

PROGRESS IN ARTIFICIAL INTELLIGENCE
2015 | Conference paper
DOI: 10.1007/978-3-319-23485-4_51
Part of ISSN: 0302-9743
AUTHENTICUSID: P-00G-TMC
WOSUID:

WOS:000363570000051

EID:

2-s2.0-84945952605

OTHER-ID:

dblp:conf/epia/CavadasBP15
Contributors: Cavadas, B; Branco, P; Pereira, S
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Resampling strategies for regression

EXPERT SYSTEMS
2015 | Journal article
DOI: 10.1111/exsy.12081
Part of ISSN: 0266-4720
AUTHENTICUSID: P-00R-3ZM
WOSUID:

WOS:000355958900011

EID:

2-s2.0-85027936370

OTHER-ID:

dblp:journals/es/TorgoBRP15
Contributors: Torgo, L; Branco, P; Ribeiro, RP; Pfahringer, B
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SMOTE for regression

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Conference paper
DOI: 10.1007/978-3-642-40669-0_33
Part of ISSN: 0302-9743
AUTHENTICUSID: P-008-EG1
EID:

2-s2.0-84884720472

OTHER-ID:

dblp:conf/epia/TorgoRPB13
Contributors: Torgo, L; Ribeiro, RP; Pfahringer, B; Branco, P
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