Ensemble methods for improving the performance of neighborhood-based collaborative filtering. - Alon Schclar; Alexander Tsikinovsky; Lior Rokach; Amnon Meisels; Liat Antwarg (RecSys, 2009)

Attribute-Driven Hidden Markov Model Trees for Intention Prediction. - Liat Antwarg; Lior Rokach; Bracha Shapira (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Highlighting items as means of adaptive assistance. - Liat Antwarg; Talia Lavie; Lior Rokach; Bracha Shapira; Joachim Meyer 002 (Behav. Inf. Technol., 2013)

Explaining Anomalies Detected by Autoencoders Using SHAP. - Liat Antwarg; Bracha Shapira; Lior Rokach (CoRR, 2019)

Explaining anomalies detected by autoencoders using Shapley Additive Explanations. - Liat Antwarg; Ronnie Mindlin Miller; Bracha Shapira; Lior Rokach (Expert Syst. Appl., 2021)

Shapley-based feature augmentation. - Liat Antwarg; Chen Galed; Nathaniel Shimoni; Lior Rokach; Bracha Shapira (Inf. Fusion, 2023)

Data Completion In E-commerce. - Liat Antwarg Friedman; Gal Lavee; Bracha Shapira; Dorin Shmaryahu (EDBT, 2025)