Articles with public access mandates - Nathalie JapkowiczLearn more
Not available anywhere: 8
Research on unsupervised feature learning for android malware detection based on restricted Boltzmann machines
Z Liu, R Wang, N Japkowicz, D Tang, W Zhang, J Zhao
Future Generation Computer Systems 120, 91-108, 2021
Mandates: National Natural Science Foundation of China
Mobile app traffic flow feature extraction and selection for improving classification robustness
Z Liu, R Wang, N Japkowicz, Y Cai, D Tang, X Cai
Journal of Network and Computer Applications 125, 190-208, 2019
Mandates: National Natural Science Foundation of China
A statistical pattern based feature extraction method on system call traces for anomaly detection
Z Liu, N Japkowicz, R Wang, Y Cai, D Tang, X Cai
Information and Software Technology 126, 106348, 2020
Mandates: National Natural Science Foundation of China
A sub-concept-based feature selection method for one-class classification
Z Liu, N Japkowicz, R Wang, L Liu
Soft Computing 24, 7047-7062, 2020
Mandates: National Natural Science Foundation of China
Final remarks on big data analysis and its impact on society and science
J Stefanowski, N Japkowicz
Big Data Analysis: New Algorithms for a New Society, 305-329, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Learning with concept drift detection based on sub-concepts from k time sub windows
L Liu, N Japkowicz, D Tao, Z Liu
Journal of Internet Technology 21 (2), 565-577, 2020
Mandates: National Natural Science Foundation of China
Subconcept Based One Class Classification Method with Cluster Updating
Z Liu, N Japkowicz, R Wang
Proceedings of the 2020 12th International Conference on Machine Learning …, 2020
Mandates: National Natural Science Foundation of China
Learning with drift detection based on k time sub-concept windows
L Liu, N Japkowicz, D Tao, Z Liu
2019 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), 1-2, 2019
Mandates: National Natural Science Foundation of China
Available somewhere: 20
On the joint-effect of class imbalance and overlap: a critical review
MS Santos, PH Abreu, N Japkowicz, A Fernández, C Soares, S Wilk, ...
Artificial Intelligence Review 55 (8), 6207-6275, 2022
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
Manifold-based synthetic oversampling with manifold conformance estimation
C Bellinger, C Drummond, N Japkowicz
Machine Learning 107, 605-637, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Anomaly detection and repair for accurate predictions in geo-distributed big data
R Corizzo, M Ceci, N Japkowicz
Big Data Research 16, 18-35, 2019
Mandates: Government of Italy
Scalable auto-encoders for gravitational waves detection from time series data
R Corizzo, M Ceci, E Zdravevski, N Japkowicz
Expert Systems with Applications 151, 113378, 2020
Mandates: European Commission, Government of Italy
A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research
MS Santos, PH Abreu, N Japkowicz, A Fernández, J Santos
Information Fusion 89, 228-253, 2023
Mandates: Fundação para a Ciência e a Tecnologia, Portugal, Government of Spain
Echad: embedding-based change detection from multivariate time series in smart grids
M Ceci, R Corizzo, N Japkowicz, P Mignone, G Pio
IEEE Access 8, 156053-156066, 2020
Mandates: US Department of Defense, Government of Italy
Spark-GHSOM: growing hierarchical self-organizing map for large scale mixed attribute datasets
A Malondkar, R Corizzo, I Kiringa, M Ceci, N Japkowicz
Information Sciences 496, 572-591, 2019
Mandates: European Commission, Government of Italy
Adaptive threshold for outlier detection on data streams
J Clark, Z Liu, N Japkowicz
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
Mandates: National Natural Science Foundation of China
Adaptive learning on mobile network traffic data
Z Liu, N Japkowicz, R Wang, D Tang
Connection Science 31 (2), 185-214, 2019
Mandates: National Natural Science Foundation of China
Learning over subconcepts: Strategies for 1‐class classification
S Sharma, A Somayaji, N Japkowicz
Computational Intelligence 34 (2), 440-467, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Feature extraction based on word embedding models for intrusion detection in network traffic
R Corizzo, E Zdravevski, M Russell, A Vagliano, N Japkowicz
Journal of Surveillance, Security and Safety 1 (2), 140-150, 2020
Mandates: US Department of Defense
Clustering in the presence of concept drift
RH Moulton, HL Viktor, N Japkowicz, J Gama
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
Mandates: Natural Sciences and Engineering Research Council of Canada, Fundação para a …
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