Mitra Baratchi

60 papers A* 1B 9C 1Misc 2Journal 27Unranked 18
YearRankTypeTitle / Venue / Authors
2026 B ed.
Advances in Intelligent Data Analysis XXIV - 24th International Symposium on Intelligent Data Analysis, IDA 2026, Leiden, The Netherlands, April 22-24, 2026, Proceedings
IDA
Mitra Baratchi, Siegfried Nijssen, Jan N. van Rijn
2026 A* conf
Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series.
AAAI
Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos
2025 J jnl
AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With Atmospheric Case Studies.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Julia Wasala, Joannes D. Maasakkers, Berend J. Schuit, Gijs Leguijt, Ilse Aben, Rochelle Schneider, Holger H. Hoos, Mitra Baratchi
2025 J jnl
Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network.
CoRR
Theresa Eimer, Lennart Schäpermeier, André Biedenkapp, Alexander Tornede, Lars Kotthoff, Pieter Leyman, Matthias Feurer, Katharina Eggensperger, Kaitlin Maile, Tanja Tornede, Anna Kozak, Ke Xue, Marcel Wever, Mitra Baratchi, Damir Pulatov, Heike Trautmann, Haniye Kashgarani, Marius Lindauer
2025 J jnl
Mitigating representation bias caused by missing pixels in methane plume detection.
CoRR
Julia Wasala, Joannes D. Maasakkers, Ilse Aben, Rochelle Schneider, Holger H. Hoos, Mitra Baratchi
2025 B conf
Overfitting in Combined Algorithm Selection and Hyperparameter Optimization.
IDA
Sietse Schröder, Mitra Baratchi, Jan N. van Rijn
2025 J jnl
Reducing false positives in strong lens detection through effective augmentation and ensemble learning.
CoRR
Samira Rezaei, Amirmohammad Chegeni, Bharath Chowdhary Nagam, John P. McKean, Mitra Baratchi, Koen Kuijken, Leon V. E. Koopmans
2025 B conf
SiamCircle: Trajectory Representation Learning in Free Settings.
IDA
Maedeh Nasri, Mitra Baratchi, Alexander Koutamanis, Carolien Rieffe
2025 J jnl
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning.
Mach. Learn.
Wadie Skaf, Mitra Baratchi, Holger H. Hoos
2024 — conf
AutoCD: Automated Machine Learning for Causal Discovery Algorithms.
PGM
Gerlise Chan, Tom Claassen, Holger H. Hoos, Tom Heskes, Mitra Baratchi
2024 J jnl
AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images.
Remote. Sens.
Julia Wasala, Suzanne M. Marselis, Laurens Arp, Holger H. Hoos, Nicolas Longépé, Mitra Baratchi
2024 J jnl
Automated machine learning: past, present and future.
Artif. Intell. Rev.
Mitra Baratchi, Can Wang, Steffen Limmer, Jan N. van Rijn, Holger H. Hoos, Thomas Bäck, Markus Olhofer
2024 — conf
T-DANTE: Detecting Group Behaviour in Spatio-Temporal Trajectories Using Context Information.
IDA (2)
Maedeh Nasri, Thomas Maliappis, Carolien Rieffe, Mitra Baratchi
2023 B conf
A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data.
IDA
Maedeh Nasri, Zhizhou Fang, Mitra Baratchi, Gwenn Englebienne, Shenghui Wang, Alexander Koutamanis, Carolien Rieffe
2023 J jnl
A novel metric to measure spatio-temporal proximity: a case study analyzing children's social network in schoolyards.
Appl. Netw. Sci.
Maedeh Nasri, Mitra Baratchi, Yung-Ting Tsou, Sarah Giest, Alexander Koutamanis, Carolien Rieffe
2023 J jnl
Adaptive error bounded piecewise linear approximation for time-series representation.
Eng. Appl. Artif. Intell.
Zhou Zhou, Mitra Baratchi, Gangquan Si, Holger H. Hoos, Gang Huang
2023 — conf
AutoML to Generalize Strong Gravitational Lens Modeling Problem.
PKDD/ECML Workshops (3)
Samira Rezaei, Mitra Baratchi
2023 J jnl
Automated classification of pre-defined movement patterns: A comparison between GNSS and UWB technology.
CoRR
Rodi Laanen, Maedeh Nasri, Richard M. K. van Dijk, Mitra Baratchi, Alexander Koutamanis, Carolien Rieffe
2023 J jnl
Unsupervised discretization by two-dimensional MDL-based histogram.
Mach. Learn.
Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen
2022 J jnl
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation.
CoRR
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
2022 J jnl
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation.
ACM Trans. Inf. Syst.
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
2022 J jnl
Automated Machine Learning for COVID-19 Forecasting.
IEEE Access
Jaco Tetteroo, Mitra Baratchi, Holger H. Hoos
2022 J jnl
VPint: value propagation-based spatial interpolation.
Data Min. Knowl. Discov.
Laurens Arp, Mitra Baratchi, Holger H. Hoos
2021 — ed.
Artificial Intelligence and Machine Learning - 32nd Benelux Conference, BNAIC/Benelearn 2020, Leiden, The Netherlands, November 19-20, 2020, Revised Selected Papers
BNAIC/BENELEARN (Selected Papers)
Mitra Baratchi, Lu Cao, Walter A. Kosters, Jefrey Lijffijt, Jan N. van Rijn, Frank W. Takes
2021 — conf
Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines.
ICPHM
Marios Kefalas, Mitra Baratchi, Asteris Apostolidis, Dirk van den Herik, Thomas Bäck
2021 — conf
Automated Machine Learning for Satellite Data: Integrating Remote Sensing Pre-trained Models into AutoML Systems.
ECML/PKDD (5)
Nelly Rosaura Palacios Salinas, Mitra Baratchi, Jan N. van Rijn, Andreas Vollrath
2021 J jnl
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data.
Remote. Sens.
Nuno Cesar de Sa, Mitra Baratchi, Leon T. Hauser, Peter M. van Bodegom
2021 J jnl
MultiETSC: automated machine learning for early time series classification.
Data Min. Knowl. Discov.
Gilles Ottervanger, Mitra Baratchi, Holger H. Hoos
2020 — conf
An Intelligent Tree Planning Approach Using Location-Based Social Networks Data.
BNAIC/BENELEARN (Selected Papers)
Jan H. van Staalduinen, Jaco Tetteroo, Daniela Gawehns, Mitra Baratchi
2020 B conf
Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data.
MDM
Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi
2020 — conf
Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation.
ECIR (1)
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
2020 J jnl
Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation.
CoRR
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
2020 J jnl
Metaheuristic macro scale traffic flow optimisation from urban movement data.
CoRR
Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi
2020 B conf
Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction.
IDA
João Mendes-Moreira, Mitra Baratchi
2020 J jnl
Unsupervised Discretization by Two-dimensional MDL-based Histogram.
CoRR
Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen
2019 — conf
Automated Machine Learning for Short-term Electric Load Forecasting.
SSCI
Can Wang, Thomas Bäck, Holger H. Hoos, Mitra Baratchi, Steffen Limmer, Markus Olhofer
2019 Misc conf
Category-Aware Location Embedding for Point-of-Interest Recommendation.
ICTIR
Hossein A. Rahmani, Mohammad Aliannejadi, Rasoul Mirzaei Zadeh, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
2019 J jnl
Category-Aware Location Embedding for Point-of-Interest Recommendation.
CoRR
Hossein A. Rahmani, Mohammad Aliannejadi, Rasoul Mirzaei Zadeh, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
2019 J jnl
Design & analysis of a distributed routing algorithm towards Internet-wide geocast.
Comput. Commun.
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
2019 — conf
LGLMF: Local Geographical Based Logistic Matrix Factorization Model for POI Recommendation.
AIRS
Hossein A. Rahmani, Mohammad Aliannejadi, Sajad Ahmadian, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
2019 J jnl
LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation.
CoRR
Hossein A. Rahmani, Mohammad Aliannejadi, Sajad Ahmadian, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
2018 J jnl
A Distributed Routing Algorithm for Internet-wide Geocast.
CoRR
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
2018 B conf
Identifying Movements in Noisy Crowd Analytics Data.
MDM
Cristian Chilipirea, Ciprian Dobre, Mitra Baratchi, Maarten van Steen
2018 J jnl
Identifying Stops and Moves in WiFi Tracking Data.
Sensors
Cristian Chilipirea, Mitra Baratchi, Ciprian Dobre, Maarten van Steen
2017 — conf
Evaluation of Geocast Routing Trees on Random and Actual Networks.
WWIC
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
2017 — conf
Inferring the Social-Connectedness of Locations from Mobility Data.
SocInfo (2)
Tristan Brugman, Mitra Baratchi, Geert Heijenk, Maarten van Steen
2017 — conf
Reliable vehicular broadcast using 5G device-to-device communication.
WMNC
Mozhdeh Gholibeigi, Nora Sarrionandia, Morteza Karimzadeh, Mitra Baratchi, Hans van den Berg, Geert Heijenk
2017 J jnl
Spaceprint: a Mobility-based Fingerprinting Scheme for Public Spaces.
CoRR
Mitra Baratchi, Geert Heijenk, Maarten van Steen
2016 B conf
A multi-channel multiple access scheme using frequency offsets - Modelling and analysis.
WiMob
Sarwar Morshed, Mitra Baratchi, Pranab K. Mandal, Geert Heijenk
2016 — conf
An Efficient Geographical Addressing Scheme for the Internet.
WWIC
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
2016 — conf
Towards decisive garments for heat stress risk detection.
UbiComp Adjunct
Mitra Baratchi, Lennart Teunissen, Peter Ebben, Wouter B. Teeuw, Jan Laarhuis, Maarten van Steen
2016 — conf
Towards reliable multi-hop broadcast in VANETs: An analytical approach.
VNC
Mozhdeh Gholibeigi, Mitra Baratchi, Hans van den Berg, Geert Heijenk
2016 — conf
Traffic-adaptive duty cycle adaptation in TR-MAC protocol for wireless sensor networks.
Wireless Days
Sarwar Morshed, Mitra Baratchi, Geert Heijenk
2015 — —
Latitude, longitude, and beyond: mining mobile objects' behavior.
Mitra Baratchi
2014 Misc conf
A hierarchical hidden semi-Markov model for modeling mobility data.
UbiComp
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga, Andrew K. Skidmore, Bert A. G. Toxopeus
2013 — conf
Evaluation of incentives for body area network-based healthcare systems.
ISSNIP
Siavash Aflaki, Nirvana Meratnia, Mitra Baratchi, Paul J. M. Havinga
2013 — conf
Finding frequently visited paths: Dealing with the uncertainty of spatio-temporal mobility data.
ISSNIP
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga
2013 B conf
On the use of mobility data for discovery and description of social ties.
ASONAM
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga
2013 C conf
Recognition of Periodic Behavioral Patterns from Streaming Mobility Data.
MobiQuitous
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga
2013 J jnl
Sensing Solutions for Collecting Spatio-Temporal Data for Wildlife Monitoring Applications: A Review.
Sensors
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga, Andrew K. Skidmore, Bert A. G. Toxopeus