On the use of mobility data for discovery and description of social ties. - Mitra Baratchi; Nirvana Meratnia; Paul J. M. Havinga (ASONAM, 2013)

Evaluation of incentives for body area network-based healthcare systems. - Siavash Aflaki; Nirvana Meratnia; Mitra Baratchi; Paul J. M. Havinga (ISSNIP, 2013)

Finding frequently visited paths: Dealing with the uncertainty of spatio-temporal mobility data. - Mitra Baratchi; Nirvana Meratnia; Paul J. M. Havinga (ISSNIP, 2013)

Recognition of Periodic Behavioral Patterns from Streaming Mobility Data. - Mitra Baratchi; Nirvana Meratnia; Paul J. M. Havinga (MobiQuitous, 2013)

Sensing Solutions for Collecting Spatio-Temporal Data for Wildlife Monitoring Applications: A Review. - Mitra Baratchi; Nirvana Meratnia; Paul J. M. Havinga; Andrew K. Skidmore; Bert A. G. Toxopeus (Sensors, 2013)

A hierarchical hidden semi-Markov model for modeling mobility data. - Mitra Baratchi; Nirvana Meratnia; Paul J. M. Havinga; Andrew K. Skidmore; Bert A. G. Toxopeus (UbiComp, 2014)

Latitude, longitude, and beyond: mining mobile objects' behavior. - Mitra Baratchi (2015)

Towards decisive garments for heat stress risk detection. - Mitra Baratchi; Lennart Teunissen; Peter Ebben; Wouter B. Teeuw; Jan Laarhuis; Maarten van Steen (UbiComp Adjunct, 2016)

Towards reliable multi-hop broadcast in VANETs: An analytical approach. - Mozhdeh Gholibeigi; Mitra Baratchi; Hans van den Berg; Geert Heijenk (VNC, 2016)

Traffic-adaptive duty cycle adaptation in TR-MAC protocol for wireless sensor networks. - Sarwar Morshed; Mitra Baratchi; Geert Heijenk (Wireless Days, 2016)

A multi-channel multiple access scheme using frequency offsets - Modelling and analysis. - Sarwar Morshed; Mitra Baratchi; Pranab K. Mandal; Geert Heijenk (WiMob, 2016)

An Efficient Geographical Addressing Scheme for the Internet. - Bernd Meijerink; Mitra Baratchi; Geert Heijenk (WWIC, 2016)

Reliable vehicular broadcast using 5G device-to-device communication. - Mozhdeh Gholibeigi; Nora Sarrionandia; Morteza Karimzadeh; Mitra Baratchi; Hans van den Berg; Geert Heijenk (WMNC, 2017)

Inferring the Social-Connectedness of Locations from Mobility Data. - Tristan Brugman; Mitra Baratchi; Geert Heijenk; Maarten van Steen (SocInfo (2), 2017)

Evaluation of Geocast Routing Trees on Random and Actual Networks. - Bernd Meijerink; Mitra Baratchi; Geert Heijenk (WWIC, 2017)

Spaceprint: a Mobility-based Fingerprinting Scheme for Public Spaces. - Mitra Baratchi; Geert Heijenk; Maarten van Steen (CoRR, 2017)

Identifying Movements in Noisy Crowd Analytics Data. - Cristian Chilipirea; Ciprian Dobre; Mitra Baratchi; Maarten van Steen (MDM, 2018)

A Distributed Routing Algorithm for Internet-wide Geocast. - Bernd Meijerink; Mitra Baratchi; Geert Heijenk (CoRR, 2018)

Identifying Stops and Moves in WiFi Tracking Data. - Cristian Chilipirea; Mitra Baratchi; Ciprian Dobre; Maarten van Steen (Sensors, 2018)

LGLMF: Local Geographical Based Logistic Matrix Factorization Model for POI Recommendation. - Hossein A. Rahmani; Mohammad Aliannejadi; Sajad Ahmadian; Mitra Baratchi; Mohsen Afsharchi; Fabio Crestani (AIRS, 2019)

Category-Aware Location Embedding for Point-of-Interest Recommendation. - Hossein A. Rahmani; Mohammad Aliannejadi; Rasoul Mirzaei Zadeh; Mitra Baratchi; Mohsen Afsharchi; Fabio Crestani (ICTIR, 2019)

Automated Machine Learning for Short-term Electric Load Forecasting. - Can Wang; Thomas Bäck; Holger H. Hoos; Mitra Baratchi; Steffen Limmer; Markus Olhofer (SSCI, 2019)

Design & analysis of a distributed routing algorithm towards Internet-wide geocast. - Bernd Meijerink; Mitra Baratchi; Geert Heijenk (Comput. Commun., 2019)

An Intelligent Tree Planning Approach Using Location-Based Social Networks Data. - Jan H. van Staalduinen; Jaco Tetteroo; Daniela Gawehns; Mitra Baratchi (BNAIC/BENELEARN (Selected Papers), 2020)

Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation. - Hossein A. Rahmani; Mohammad Aliannejadi; Mitra Baratchi; Fabio Crestani (ECIR (1), 2020)

Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction. - João Mendes-Moreira 001; Mitra Baratchi (IDA, 2020)

Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data. - Laurens Arp; Dyon van Vreumingen; Daniela Gawehns; Mitra Baratchi (MDM, 2020)

Metaheuristic macro scale traffic flow optimisation from urban movement data. - Laurens Arp; Dyon van Vreumingen; Daniela Gawehns; Mitra Baratchi (CoRR, 2020)

Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines. - Marios Kefalas; Mitra Baratchi; Asteris Apostolidis; Dirk van den Herik; Thomas Bäck (ICPHM, 2021)

Automated Machine Learning for Satellite Data: Integrating Remote Sensing Pre-trained Models into AutoML Systems. - Nelly Rosaura Palacios Salinas; Mitra Baratchi; Jan N. van Rijn; Andreas Vollrath (ECML/PKDD (5), 2021)

MultiETSC: automated machine learning for early time series classification. - Gilles Ottervanger; Mitra Baratchi; Holger H. Hoos (Data Min. Knowl. Discov., 2021)

Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data. - Nuno Cesar de Sa; Mitra Baratchi; Leon T. Hauser; Peter M. van Bodegom (Remote. Sens., 2021)

Automated Machine Learning for COVID-19 Forecasting. - Jaco Tetteroo; Mitra Baratchi; Holger H. Hoos (IEEE Access, 2022)

VPint: value propagation-based spatial interpolation. - Laurens Arp; Mitra Baratchi; Holger H. Hoos (Data Min. Knowl. Discov., 2022)

A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation. - Hossein A. Rahmani; Mohammad Aliannejadi; Mitra Baratchi; Fabio Crestani (ACM Trans. Inf. Syst., 2022)

A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data. - Maedeh Nasri; Zhizhou Fang; Mitra Baratchi; Gwenn Englebienne; Shenghui Wang 001; Alexander Koutamanis; Carolien Rieffe (IDA, 2023)

AutoML to Generalize Strong Gravitational Lens Modeling Problem. - Samira Rezaei; Mitra Baratchi (PKDD/ECML Workshops (3), 2023)

Automated classification of pre-defined movement patterns: A comparison between GNSS and UWB technology. - Rodi Laanen; Maedeh Nasri; Richard van Dijk; Mitra Baratchi; Alexander Koutamanis; Carolien Rieffe (CoRR, 2023)

Unsupervised discretization by two-dimensional MDL-based histogram. - Lincen Yang; Mitra Baratchi; Matthijs van Leeuwen (Mach. Learn., 2023)

Adaptive error bounded piecewise linear approximation for time-series representation. - Zhou Zhou 003; Mitra Baratchi; Gangquan Si; Holger H. Hoos; Gang Huang 004 (Eng. Appl. Artif. Intell., 2023)

A novel metric to measure spatio-temporal proximity: a case study analyzing children's social network in schoolyards. - Maedeh Nasri; Mitra Baratchi; Yung-Ting Tsou; Sarah Giest; Alexander Koutamanis; Carolien Rieffe (Appl. Netw. Sci., 2023)

T-DANTE: Detecting Group Behaviour in Spatio-Temporal Trajectories Using Context Information. - Maedeh Nasri; Thomas Maliappis; Carolien Rieffe; Mitra Baratchi (IDA (2), 2024)

AutoCD: Automated Machine Learning for Causal Discovery Algorithms. - Gerlise Chan; Tom Claassen; Holger H. Hoos; Tom Heskes; Mitra Baratchi (PGM, 2024)

AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images. - Julia Wasala; Suzanne M. Marselis; Laurens Arp; Holger H. Hoos; Nicolas Longépé; Mitra Baratchi (Remote. Sens., 2024)

Automated machine learning: past, present and future. - Mitra Baratchi; Can Wang; Steffen Limmer; Jan N. van Rijn; Holger H. Hoos; Thomas Bäck; Markus Olhofer (Artif. Intell. Rev., 2024)

SiamCircle: Trajectory Representation Learning in Free Settings. - Maedeh Nasri; Mitra Baratchi; Alexander Koutamanis; Carolien Rieffe (IDA, 2025)

Overfitting in Combined Algorithm Selection and Hyperparameter Optimization. - Sietse Schröder; Mitra Baratchi; Jan N. van Rijn (IDA, 2025)

Reducing false positives in strong lens detection through effective augmentation and ensemble learning. - Samira Rezaei; Amirmohammad Chegeni; Bharath Chowdhary Nagam; John P. McKean; Mitra Baratchi; Koen Kuijken; Leon V. E. Koopmans (CoRR, 2025)