ML-DEECo: a Machine-Learning-Enabled Framework for Self-organizing Components. - Michal Töpfer; Milad Abdullah; Martin Krulis; Tomás Bures; Petr Hnetynka (ACSOS-C, 2022)

Controlling Automatic Experiment-Driven Systems Using Statistics and Machine Learning. - Milad Abdullah (ECSA (Tracks and Workshops), 2022)

Introducing Estimators - Abstraction for Easy ML Employment in Self-adaptive Architectures. - Milad Abdullah; Michal Töpfer; Tomás Bures; Petr Hnetynka; Martin Krulis; Frantisek Plásil (ECSA (Tracks and Workshops), 2022)

Reducing Experiment Costs in Automated Software Performance Regression Detection. - Milad Abdullah; Lubomír Bulej; Tomás Bures; Petr Hnetynka; Vojtech Horký; Petr Tuma 001 (SEAA, 2022)

Ensemble-Based Modeling Abstractions for Modern Self-optimizing Systems. - Michal Töpfer; Milad Abdullah; Tomás Bures; Petr Hnetynka; Martin Krulis (ISoLA (3), 2022)

Early Stopping of Non-productive Performance Testing Experiments Using Measurement Mutations. - Milad Abdullah; Lubomír Bulej; Tomás Bures; Vojtech Horký; Petr Tuma 001 (SEAA, 2023)

Machine-learning abstractions for component-based self-optimizing systems. - Michal Töpfer; Milad Abdullah; Tomás Bures; Petr Hnetynka; Martin Krulis (Int. J. Softw. Tools Technol. Transf., 2023)

ExpEngine: A Tool for Data Analytics Workflow Optimization Through User-Driven Experimentation. - Keerthiga Rajenthiram; Milad Abdullah; Ilias Gerostathopoulos; Petr Hnetynka; Tomás Bures (ACSOS-C, 2024)

Robin: A Systematic Literature Mapping Management Tool. - Milad Abdullah; Michal Töpfer; Tomás Bures (SEAA, 2024)

Towards Continuous Experiment-Driven MLOps. - Keerthiga Rajenthiram; Milad Abdullah; Ilias Gerostathopoulos; Petr Hnetynka; Tomás Bures; Gerard Pons 001; Besim Bilalli; Anna Queralt (CAIN, 2025)

A Model-Based Approach to Experiment-Driven Evolution of ML Workflows. - Petr Hnetynka; Tomás Bures; Ilias Gerostathopoulos; Milad Abdullah; Keerthiga Rajenthiram (MODELSWARD, 2025)

A Combined Approach to Performance Regression Testing Resource Usage Reduction. - Milad Abdullah; David Georg Reichelt; Vojtech Horký; Lubomír Bulej; Tomás Bures; Petr Tuma 001 (PROMISE, 2025)