Seffi Cohen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Ensemble Learning

Decision Tree Learners

Anomaly Detection

Top Venues

J. Biomed. Informatics

Publications

Seffi Cohen, Lior Rokach
BagStacking: An Integrated Ensemble Learning Approach for Freezing of Gait Detection in Parkinson's Disease. CoRR (2024)
Seffi Cohen, Edo Lior, Moshe Bocher, Lior Rokach
Improving severity classification of Hebrew PET-CT pathology reports using test-time augmentation. J. Biomed. Informatics 149 (2024)
Seffi Cohen, Ofir Arbili, Yisroel Mirsky, Lior Rokach
TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples. AAAI (2024)
Seffi Cohen, Niv Goldshlager, Bracha Shapira, Lior Rokach
TTANAD: Test-Time Augmentation for Network Anomaly Detection. Entropy 25 (5) (2023)
Seffi Cohen, Niv Goldshlager, Lior Rokach, Bracha Shapira
Boosting anomaly detection using unsupervised diverse test-time augmentation. Inf. Sci. 626 (2023)
Seffi Cohen, Dan Presil, Or Katz, Ofir Arbili, Shvat Messica, Lior Rokach
Enhancing social network hate detection using back translation and GPT-3 augmentations during training and test-time. Inf. Fusion 99 (2023)
Seffi Cohen, Noa Dagan, Nurit Cohen-Inger, Dan Ofer, Lior Rokach
ICU Survival Prediction Incorporating Test-Time Augmentation to Improve the Accuracy of Ensemble-Based Models. IEEE Access 9 (2021)
Seffi Cohen, Niv Goldshlager, Lior Rokach, Bracha Shapira
Boosting Anomaly Detection Using Unsupervised Diverse Test-Time Augmentation. CoRR (2021)