| 2026 | AAAI | Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series. | Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos |
| 2025 | IDA | SiamCircle: Trajectory Representation Learning in Free Settings. | Maedeh Nasri, Mitra Baratchi, Alexander Koutamanis, Carolien Rieffe |
| 2025 | IDA | Overfitting in Combined Algorithm Selection and Hyperparameter Optimization. | Sietse Schrder, Mitra Baratchi, Jan N. van Rijn |
| 2024 | IDA | T-DANTE: Detecting Group Behaviour in Spatio-Temporal Trajectories Using Context Information. | Maedeh Nasri, Thomas Maliappis, Carolien Rieffe, Mitra Baratchi |
| 2023 | IDA | A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data. | Maedeh Nasri, Zhizhou Fang, Mitra Baratchi, Gwenn Englebienne, Shenghui Wang, Alexander Koutamanis, Carolien Rieffe |
| 2020 | ECIR | Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation. | Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani |
| 2020 | IDA | Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction. | Joo Mendes-Moreira, Mitra Baratchi |
| 2020 | MDM | Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data. | Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi |
| 2019 | ICTIR | Category-Aware Location Embedding for Point-of-Interest Recommendation. | Hossein A. Rahmani, Mohammad Aliannejadi, Rasoul Mirzaei Zadeh, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani |
| 2018 | MDM | Identifying Movements in Noisy Crowd Analytics Data. | Cristian Chilipirea, Ciprian Dobre, Mitra Baratchi, Maarten van Steen |
| 2016 | WiMob | A multi-channel multiple access scheme using frequency offsets - Modelling and analysis. | Sarwar Morshed, Mitra Baratchi, Pranab K. Mandal, Geert Heijenk |
| 2013 | Mobiquitous | Recognition of Periodic Behavioral Patterns from Streaming Mobility Data. | Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga |