| 2026 | Arp, L. (Laurens) | The State of the Earth: Ill-Posed Estimation of Physical Parameters fr... | Baratchi, dr. M., Hoos, prof.dr. H.H., prof.dr. P.M. van Bodegom | PhD |
| 2025‑2026 | Ahlawat, K. (Kartikey) | Evaluation of Sequential Machine Learning Approaches for Multi-Label C... | H.H.S. Nagalur Subraveti MSc, Baratchi, dr. M. | CS |
| 2025‑2026 | Eerden, B. van (Bram) | AutoML for Hydraulic Head Forecasting in Dikes: A Selective Pooling an... | Baratchi, dr. M., Rijn, dr. J.N. van | CS |
| 2025‑2026 | Heuven van Staereling, D. van (Daniël) | Combining Pruning and Mixture of Expert for Fine-Tuning Vision Transfo... | Baratchi, dr. M., dr. V. Marsocci | CS |
| 2024‑2025 | Kroll, J. (Jesse) | Evaluating Adversarial Robustness in Time-Series Classification: A Com... | W. Skaf, Baratchi, dr. M. | DSAI |
| 2024‑2025 | Mediavilla, J. (Juan) | Fine-tuning General Time Series and Accelerometer-Specific Self-Superv... | Baratchi, dr. M., K. Fathinejad MSc | DSAI |
| 2024‑2025 | Moerdijk, D. (David) | Application of Transformer Models and Mixture-of-Experts Architectures... | Hilbert, dr. M., Baratchi, dr. M. | DSAI |
| 2024‑2025 | Opdam, K. (Kenji) | Finding and Visualising Patterns and Knowledge Gaps in the Field of Au... | Baratchi, dr. M., J. Wasala | DSAI |
| 2024‑2025 | Mehrafar, N. (Nima) | An Evolutionary Approach to Causal Structure Learning | Baratchi, dr. M., Salehkaleybar, dr. S. | CS |
| 2024‑2025 | Haasdijk, T. (Tim) | Evaluating The Impact of Integrating Domain-Specific Assumptions Into ... | Arp, Baratchi, dr. M. | Inf |
| 2024 | Wang, C. (Can) | Automated Machine Learning for Dynamic Energy Management using Time-Se... | Bäck, prof.dr. T.H.W., Hoos, prof.dr. H.H., Baratchi, dr. M. | PhD |
| 2023‑2024 | Chan, G. (Gerlise) | AutoCD: Automated Machine Learning for Causal Discovery Algorithms - C... | Baratchi, dr. M., Tom Claassen | CS |
| 2023‑2024 | Kok, G. (Gareth) | Systematic Comparison of Few-Shot Learners in Remote Sensing Image Rec... | Baratchi, dr. M., Rijn, dr. J.N. van | CS |
| 2023‑2024 | Maliappis, T. (Thomas) | Group Detection from Spatiotemporal data using Social Context | Baratchi, dr. M., Prof. dr. Carolien J. Rieffe | CS |
| 2023‑2024 | Nebreda Bernal, Ó. (Óscar) | Deep Learning for Improving Probabilistic Forecasts of Precipitation E... | Baratchi, dr. M., B. François, M. Schmeits | CS |
| 2023‑2024 | Oberkofler, T.F. (Tobias) | On Adaptive Multi-Modal Trajectory Prediction | Baratchi, dr. M., dr. J. Alonso-Mora, Hoos, prof.dr. H.H. | CS |
| 2023‑2024 | Schröder, S. (Sietse) | Overfitting in Combined Algorithm Selection and Hyperparameter Optimiz... | Rijn, dr. J.N. van, Baratchi, dr. M. | CS |
| 2023‑2024 | Tomassen, F. (Floris) | LLM-Based Data Generation techniques for end-to-end models of grammati... | Spruit, prof.dr. M.R., Baratchi, dr. M. | CS |
| 2023‑2024 | Tumkur Rameshchandra, R. (Ramya) | Unsupervised Machine Learning Methods to Understand the Social and Psy... | Spruit, prof.dr. M.R., Baratchi, dr. M. | CS |
| 2023‑2024 | Laar, D. (Dean) van | Accelerating Value Propagation Interpolation for Large Satellite Image... | Baratchi, dr. M., Arp | I&E |
| 2023‑2024 | Plas, S. van der (Stan) | Improvements to an Existing, Ultrasound Localization System, Enhancing... | Dijk, ir. M.K. van, Baratchi, dr. M. | I&E |
| 2023‑2024 | Romeijn, M. (Marnix) | A Spatiotemporal Analysis of Artefacts with Automated Methane Plume De... | Baratchi, dr. M., Wasala | I&E |
| 2023‑2024 | Sprangers, H. (Huib) | A Type System for Machine Learning Pipelines | Basold, dr. H., Baratchi, dr. M. | Inf |
| 2022‑2023 | Suttorp, S. (Sharanda) | Quantifying the Effect of Super-Resolution on Aerial Scene Classificat... | J. Wasala, Baratchi, dr. M. | DSAI |
| 2023 | Kefalas, M. (Marios) | Data-Driven Predictive Maintenance and Time-Series Applications | Bäck, prof.dr. T.H.W., Baratchi, dr. M. | PhD |
| 2022‑2023 | Liu, Anran | Leveraging Machine Learning and Synthetic Controls to Study Resilienc... | Zohrehvand, dr. A.H., Baratchi, dr. M. | IiB&PS |
| 2022‑2023 | Aarnoutse M.F.A. | Automatic Pass Detection in Soccer Tracking Data | Knobbe, dr. A.J., Baratchi, dr. M. | CS |
| 2022‑2023 | Hu, Wenqian | A Hybrid Multi-Objective Evolutionary Algorithm for the Vehicle Routin... | Fan, dr. Y., Baratchi, dr. M., Bäck, prof.dr. T.H.W. | CS |
| 2022‑2023 | Lin, Yuan | A Reinforment Learning-based Hierarchical Method for Route Planning | Fan, dr. Y., Baratchi, dr. M., Bäck, prof.dr. T.H.W. | CS |
| 2022‑2023 | Zhang, Ziwei | Deep Learning for Visual Query Tasks Based on Spatio-Temporal Graph | Baratchi, dr. M., Stein, dr. N. van | CS |
| 2022‑2023 | Mast, T. de (Teun) | Lowering the Resolution of Damage Data in a Model that Predicts Rainwa... | Rijn, dr. J.N. van, Baratchi, dr. M., T. Beenen | I&E |
| 2022‑2023 | Zwan, O. van der (Odens) | Refinement of GPS with GPS beaconing for small-scale environments | Baratchi, dr. M., Dijk, ir. M.K. van | I&E |
| 2022‑2023 | Aalst, B. van (Bas) | Ultrasound Indoor Positioning System for Localization of a Moving Obje... | Dijk, ir. M.K. van, Baratchi, dr. M. | Inf |
| 2021‑2022 | Steenbergen van, Wouter | Harnessing the power of data for government real estate | Veen, P.M. van, Baratchi, dr. M. | IiB&PS |
| 2021‑2022 | Fang, Z. | A GNN-Based Method for Group Detection from Spatio-Temporal Data | Baratchi, dr. M., Gwenn Englebienne | CS |
| 2021‑2022 | Mirzoyan, R. | Quantification of Parkinson’s disease symptoms during activities of ... | Baratchi, dr. M., Vasileios Exadaktylos | CS |
| 2021‑2022 | Neuteboom, V. | AutoML for creating hybrid Earth science models | Baratchi, dr. M., Prof. dr. ir. P. van Bodegom | CS |
| 2021‑2022 | Tetteroo, J. | Automated machine learning for COVID-19 forecasting | Baratchi, dr. M., Hoos, prof.dr. H.H. | CS |
| 2021‑2022 | Vink, J. | Fusing spaceborne radar, lidar and spectrometry data using semi-superv... | Baratchi, dr. M., Dr. Suzanne Marselis | CS |
| 2021‑2022 | Wasala, J. | AutoSR-RS: an AutoML Approach to Super-Resolution for Remote Sensing | Baratchi, dr. M., Dr. S.M. Marselis | CS |
| 2021‑2022 | Dirker, K. (Kenneth) | Monitoring Wildlife of the Oostvaardersplassen through Trap-camera and... | Baratchi, dr. M., N. César de Sa | Inf |
| 2021‑2022 | Laanen, R. (Rodi) | Classification of Pre-defined Movement Patterns: A Comparison between ... | Baratchi, dr. M., M. Nasri , Dijk, ir. M.K. van | Inf |
| 2021‑2022 | Rooijakkers, L. (Lieuwe) | Evaluating AutoML Methods on Hybrid Inversion of PROSAIL RTM on Landsa... | N. De Mesquita César de Sá, Baratchi, dr. M. | Inf |
| 2020‑2021 | Arp, Laurens | A Markov Reward Process-Based Approach to Spatial Interpolation | Baratchi, dr. M., Hoos, prof.dr. H.H. | CS |
| 2020‑2021 | Ottervanger, Giles | MultiETSC: Automated Machine Learning for Early Time Series Classifica... | Baratchi, dr. M., Hoos, prof.dr. H.H. | CS |
| 2020‑2021 | Palacios Salinas, Nelly | Automated Machine Learning for Satellite Data: Integrating remote sens... | Baratchi, dr. M., Rijn, dr. J.N. van | CS |
| 2020‑2021 | Bavelaar, C. | Using machine learning to predict rainwater damage in urban areas | Rijn, dr. J.N. van, Baratchi, dr. M. | I&E |
| 2020‑2021 | Buitenhuis, V. | Using a data-driven approach to estimate the vegetation height using r... | N. C´esar de S´a, Baratchi, dr. M., prof. dr. ir. P. van Bodegom | I&E |
| 2020‑2021 | Vink, T. (Thomas) | Identifying anomalous trajectories from bird tracking data sets. | Baratchi, dr. M., dr. Y. Si | Inf |
| 2019‑2020 | Kyziridis, G. (Georgios) | Deep Reinforcement Learning Algorithms for the Train Unit Shunting Pro... | Kosters, dr. W.A., dr. W. Kool, Baratchi, dr. M. | CS |
| 2019‑2020 | Holtes, J. | Using datamining for predicting traffic jams on Dutch highways | Baratchi, dr. M., Leeuwen, prof.dr. M. van | I&E |
| 2018‑2019 | Holtes, J. | Using datamining for predicting traffic jams on Dutch highways | Baratchi, dr. M., Leeuwen, prof.dr. M. van | I&E |
| 2017‑2018 | Ruijter, Sander | Data Mining in Business, a Case Study at Squeezely | Baratchi, dr. M., Kowalczyk, dr. W.J. | IiB&PS |
| 2017‑2018 | Zhang, Yifan | A Marketing Research on Exploring the Application Prospects of SaaS BI... | Weeren, drs. N. van, Baratchi, dr. M. | IiB&PS |
| 2017‑2018 | Vlak, Martijn | Studying Player Interactions and Correlations during Ball Possession i... | Baratchi, dr. M., dr. A.W. de Leeuw | I&E |
| 2017‑2018 | Browne, R. (Rose) | Analyzing the Behaviour of Players in Soccer Prior to a Shot on Target... | Baratchi, dr. M., dr. A.W. de Leeuw | Inf |
