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Paula Branco

university of ottawa

19H-index
112Paper Count
2.9KCitation Count
Published Papers 27
Publication Date
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MediTHIM: Temporal Hierarchical Imputation Methods for Medical Time Series
errADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE: THEORY AND APPLICATIONS, IEA/AIE 2025, PT II
IF0
err2026-01-01
err0
PREAI
errHashemolhosseiny, Helia; Branco, Paula
errShare
errSave
DistResampleR-Lite: Light Distributed Resampler for Imbalanced Regression Problems
errADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE. THEORY AND APPLICATIONS, IEA/AIE 2025, PT I
IF0
err2026-01-01
err0
PREAI
errDe Furia, Alexander; Kulai, Anushree; Branco, Paula; Jourdan, Guy-Vincent
errShare
errSave
Lost in the Noise: Evading and Detecting Backdoors in Conditional Diffusion Models
errADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE. THEORY AND APPLICATIONS, IEA/AIE 2025, PT I
IF0
err2026-01-01
err0
PREAI
errAiken, William; Branco, Paula; Jourdan, Guy-Vincent
errShare
errSave
A-REACT: Adaptive Resampling and Active Classification for Thresholded Anomalies
errADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE. THEORY AND APPLICATIONS, IEA/AIE 2025, PT I
IF0
err2026-01-01
err0
PREAI
errBhattacharjee, Mayukh; Chatterjee, Sankhadeep; Branco, Paula; Bhattacharjee, Saranya
errShare
errSave
Enhancing TSH-based congenital hypothyroidism screening using machine learning and resampling algorithms
errBMC Medical Informatics and Decision Making
IF3.8
err2025-12-22
err0
errOAAI
errAlexander De Furia; Paula Branco; Matthew Henderson
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errSave
X-HEART: eXplainable heterogeneous log anomaly detection using robust transformers
errKnowledge and Information Systems
IF3.1
err2025-10-24
err0
PREAI
errPaul K. Mvula; Paula Branco; Guy-Vincent Jourdan; Herna L. Viktor
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errSave
Nano Trees: nanopore signal processing and sublevel fitting using decision trees
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errDeekshant Wadhwa; Philipp Mensing; James Harden; Paula Branco; Vincent Tabard-Cossa; Kyle Briggs
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errSave
A comprehensive study of machine learning techniques for log-based anomaly detection
errEmpirical Software Engineering
IF3.6
err2025-06-23
err0
errOAAI
errShan Ali; Chaima Boufaied; Domenico Bianculli; Paula Branco; Lionel Briand
errShare
errSave
Architecture and implementation of ulrb algorithm in R
errEcological Informatics
IF7.3
err2025-05-28
err0
errOAAI
errFrancisco Pascoal; Rodrigo Costa; Luís Torgo; Catarina Magalhães; Paula Branco
errShare
errSave
Advanced IDS: a comparative study of datasets and machine learning algorithms for network flow-based intrusion detection systems
errAPPLIED INTELLIGENCE
IF3.5
err2025-05-01
err0
errOAAI
errMondragon, Jose Carlos; Branco, Paula; Jourdan, Guy-Vincent; Gutierrez-Rodriguez, Andres Eduardo; Biswal, Rajesh Roshan
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errSave
Prioritizing the essential: A robust evaluation framework for novelty detection
errMACHINE LEARNING
IF2.9
err2025-04-28
err0
PREAI
errGaudreault, Jean-Gabriel; Branco, Paula
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errSave
BERTGuard: Two-Tiered Multi-Domain Fake News Detection with Class Imbalance Mitigation
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2024-08-16
err2
errOAAI
errAlnabhan, Mohammad Q.; Branco, Paula
errShare
errSave
A Survey on the Applications of Semi-supervised Learning to Cyber-security
errACM COMPUTING SURVEYS
IF28
err2024-06-22
err0
errOAAI
errMvula, Paul Kiyambu; Branco, Paula; Jourdan, Guy-Vincent; Viktor, Herna Lydia
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errSave
A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities
errACM COMPUTING SURVEYS
IF28
err2024-05-14
err1
PREAI
errGaudreault, Jean-Gabriel; Branco, Paula
errShare
errSave
Embedding residuals in graph-based solutions: the E-ResSAGE and E-ResGAT algorithms. A case study in intrusion detection
errAPPLIED INTELLIGENCE
IF3.5
err2024-05-04
err1
PREAI
errChang, Liyan; Branco, Paula
errShare
errSave
Empirical analysis of performance assessment for imbalanced classification
errMACHINE LEARNING
IF2.9
err2024-01-23
err2
PREAI
errGaudreault, Jean-Gabriel; Branco, Paula
errShare
errSave
Strategic Digitalization in Oil and Gas: A Case Study on Mixed Reality and Digital Twins
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errAiken, William; Carden, Lila; Bhabhrawala, Azmeen; Branco, Paula; Jourdan, Guy-Vincent; Berg, Adam
errShare
errSave
Fake News Detection Using Deep Learning: A Systematic Literature Review
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errAlnabhan, Mohammad Q.; Branco, Paula
errShare
errSave
The class imbalance problem in deep learning
errMACHINE LEARNING
IF2.9
err2022-12-28
err35
errOAAI
errGhosh, Kushankur; Bellinger, Colin; Corizzo, Roberto; Branco, Paula; Krawczyk, Bartosz; Japkowicz, Nathalie
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errSave
Automated imbalanced classification via layered learning
errMACHINE LEARNING
IF2.9
err2022-12-28
err2
errOAAI
errCerqueira, Vitor; Torgo, Luis; Branco, Paula; Bellinger, Colin
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Lionel Briand
H-index: 82 · Papers: 629
S
S. Craig Cary
H-index: 70 · Papers: 268
B
Bernhard Pfahringer
H-index: 52 · Papers: 313
W
W. Scott Beattie
H-index: 50 · Papers: 191
D
Daniel I. McIsaac
H-index: 49 · Papers: 381
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