Unsupervised document summarization using clusters of dependency graph nodes. - Ayman El-Kilany; Iman Saleh 001 (ISDA, 2012)

Semi-supervised outlier detection via bipartite graph clustering. - Ayman El-Kilany; Neamat El Tazi; Ehab Ezzat (AICCSA, 2016)

Building Relation Extraction Templates via Unsupervised Learning. - Ayman El-Kilany; Neamat El Tazi; Ehab Ezzat (IDEAS, 2017)

A Novel Oversampling Technique To Handle Imbalanced Datasets. - Ayat Mahmoud; Ayman El-Kilany; Farid Ali; Sherif Mazen (ECMS, 2020)

Academic Articles Recommendation Using Concept-Based Representation. - Dina Mohamed; Ayman El-Kilany; Hoda M. O. Mokhtar (IntelliSys (2), 2020)

Future Activities Prediction Framework in Smart Homes Environment. - Mai Mohamed; Ayman El-Kilany; Neamat El-Tazi (IEEE Access, 2022)

RL_QOptimizer: A Reinforcement Learning Based Query Optimizer. - Mohamed Ramadan; Ayman El-Kilany; Hoda M. O. Mokhtar; Ibrahim Sobh (IEEE Access, 2022)

Towards online training for RL-based query optimizer. - Mohamed Ramadan; Hoda M. O. Mokhtar; Ibrahim Sobh; Ayman El-Kilany (Int. J. Data Sci. Anal., 2025)