AutoGRD: Model Recommendation Through Graphical Dataset Representation. - Noy Cohen-Shapira; Lior Rokach; Bracha Shapira; Gilad Katz; Roman Vainshtein (CIKM, 2019)

TRIO: Task-agnostic dataset representation optimized for automatic algorithm selection. - Noy Cohen-Shapira; Lior Rokach (ICDM, 2021)

Automatic selection of clustering algorithms using supervised graph embedding. - Noy Cohen-Shapira; Lior Rokach (Inf. Sci., 2021)

Learning dataset representation for automatic machine learning algorithm selection. - Noy Cohen-Shapira; Lior Rokach (Knowl. Inf. Syst., 2022)

PnT: Born-again tree-based model via fused decision path encoding. - Noy Cohen-Shapira; Lior Rokach (Inf. Fusion, 2024)