logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
N

Nathalie Japkowicz

Ottawa Hospital Research Institute

46H-index
246Paper Count
1.8WCitation Count
Published Papers 30
Publication Date
logo
E-CaTCH: Event-Centric Cross-Modal Attention With Temporal Consistency and Class-Imbalance Handling for Misinformation Detection
errIEEE Transactions on Computational Social Systems
IF4.9
err2026-06-03
err0
PREAI
errAhmad Mousavi; Yeganeh Abdollahinejad; Roberto Corizzo; Nathalie Japkowicz; Zois Boukouvalas
errShare
errSave
Localization-aware chest X-ray classification via segmentation and gradient-based attention
errData Mining and Knowledge Discovery
IF4.3
err2026-05-09
err0
errOAAI
errYaning Wu; Nathalie Japkowicz; Sebastien Gilbert; Roberto Corizzo
errShare
errSave
Chest Tube Learning Synthesis and Evaluation Assistant (CheLSEA): A Prospective Observational Trial of an Intelligent Decision Support System
errINNOVATIONS-TECHNOLOGY AND TECHNIQUES IN CARDIOTHORACIC AND VASCULAR SURGERY
IF1.6
err2026-03-01
err0
PREAI
errArora, Nikita; Klement, William; Japkowicz, Nathalie; Jones, Daniel G.; Maziak, Donna E.; Seely, Andrew J. E.; Sundaresan, Sudhir R.; Villeneuve, Patrick J.; Gilbert, Sebastien
errShare
errSave
Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events (vol 113, pg 2183, 2024)
errMACHINE LEARNING
IF2.9
err2024-06-21
err0
errOAAI
errDamasceno, Lucas P.; Rexhepi, Egzona; Shafer, Allison; Whitehouse, Ian; Japkowicz, Nathalie; Cavalcante, Charles C.; Corizzo, Roberto; Boukouvalas, Zois
errShare
errSave
From MNIST to ImageNet and back: benchmarking continual curriculum learning
errMACHINE LEARNING
IF2.9
err2024-04-22
err3
errOAAI
errFaber, Kamil; Zurek, Dominik; Pietron, Marcin; Japkowicz, Nathalie; Vergari, Antonio; Corizzo, Roberto
errShare
errSave
SeGDroid: An Android malware detection method based on sensitive function call graph learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-01-01
err7
PREAI
errLiu, Zhen; Wang, Ruoyu; Japkowicz, Nathalie; Gomes, Heitor Murilo; Peng, Bitao; Zhang, Wenbin
errShare
errSave
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights
errIEEE ACCESS
IF3.6
err2024-01-01
err8
errOAAI
errFaber, Kamil; Corizzo, Roberto; Sniezynski, Bartlomiej; Japkowicz, Nathalie
errShare
errSave
Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events
errMACHINE LEARNING
IF2.9
err2023-11-29
err1
PREAI
errDamasceno, Lucas P.; Rexhepi, Egzona; Shafer, Allison; Whitehouse, Ian; Japkowicz, Nathalie; Cavalcante, Charles C.; Corizzo, Roberto; Boukouvalas, Zois
errShare
errSave
VLAD: Task-agnostic VAE-based lifelong anomaly detection
errNEURAL NETWORKS
IF6.3
err2023-08-01
err8
errOAAI
errFaber, Kamil; Corizzo, Roberto; Sniezynski, Bartlomiej; Japkowicz, Nathalie
errShare
errSave
Machine-Generated Text: A Comprehensive Survey of Threat Models and Detection Methods
errIEEE ACCESS
IF3.6
err2023-01-01
err42
errOAAI
errCrothers, Evan N.; Japkowicz, Nathalie; Viktor, Herna L.
errShare
errSave
A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research
errINFORMATION FUSION
IF15.5
err2023-01-01
err32
errOAAI
errSantos, Miriam Seoane; Abreu, Pedro Henriques; Japkowicz, Nathalie; Fernandez, Alberto; Santos, Joao
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
errShare
errSave
CPDGA: Change point driven growing auto-encoder for lifelong anomaly detection
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-07-01
err9
errOAAI
errCorizzo, Roberto; Baron, Michael; Japkowicz, Nathalie
errShare
errSave
On the joint-effect of class imbalance and overlap: a critical review
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2022-03-24
err46
PREAI
errSantos, Miriam Seoane; Abreu, Pedro Henriques; Japkowicz, Nathalie; Fernandez, Alberto; Soares, Carlos; Wilk, Szymon; Santos, Joao
errShare
errSave
The validation of chest tube management after lung resection surgery using a random forest classifier
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2022-01-22
err1
PREAI
errKlement, William; Gilbert, Sebastien; Resende, Virginia F.; Maziak, Donna E.; Seely, Andrew J. E.; Shamji, Farid M.; Sundaresan, Sudhir R.; Villeneuve, Patrick J.; Japkowicz, Nathalie
errShare
errSave
Research on unsupervised feature learning for Android malware detection based on Restricted Boltzmann Machines
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2021-07-01
err39
errOAAI
errLiu, Zhen; Wang, Ruoyu; Japkowicz, Nathalie; Tang, Deyu; Zhang, Wenbin; Zhao, Jie
errShare
errSave
A statistical pattern based feature extraction method on system call traces for anomaly detection
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2020-10-01
err19
PREAI
errLiu, Zhen; Japkowicz, Nathalie; Wang, Ruoyu; Cai, Yongming; Tang, Deyu; Cai, Xianfa
errShare
errSave
Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-08-01
err0
errOAAI
errXue, Jing-Hao; Ma, Zhanyu; Roveri, Manuel; Japkowicz, Nathalie
errShare
errSave
Scalable auto-encoders for gravitational waves detection from time series data
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-08-01
err32
PREAI
errCorizzo, Roberto; Ceci, Michelangelo; Zdravevski, Eftim; Japkowicz, Nathalie
errShare
errSave
A sub-concept-based feature selection method for one-class classification
errSOFT COMPUTING
IF2.5
err2020-03-10
err2
PREAI
errLiu, Zhen; Japkowicz, Nathalie; Wang, Ruoyu; Liu, Li
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yuval Elovici
H-index: 62 · Papers: 660
S
Sébastien Gilbert
H-index: 57 · Papers: 207
A
Adrian Taylor
H-index: 53 · Papers: 291
S
Stan Matwin
H-index: 48 · Papers: 494
A
Alberto Fernández
H-index: 48 · Papers: 154
View more