Mitra Baratchi

According to our database, Mitra Baratchi authored at least 43 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., May, 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., February, 2024

T-DANTE: Detecting Group Behaviour in Spatio-Temporal Trajectories Using Context Information.

Maedeh Nasri, Thomas Maliappis, Carolien Rieffe, Mitra Baratchi

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

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., December, 2023

Adaptive error bounded piecewise linear approximation for time-series representation.

Zhou Zhou, Mitra Baratchi, Gangquan Si, Holger H. Hoos, Gang Huang

Eng. Appl. Artif. Intell., November, 2023

Unsupervised discretization by two-dimensional MDL-based histogram.

Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen

Mach. Learn., July, 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

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

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

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

VPint: value propagation-based spatial interpolation.

Laurens Arp, Mitra Baratchi, Holger H. Hoos

Data Min. Knowl. Discov., 2022

Automated Machine Learning for COVID-19 Forecasting.

Jaco Tetteroo, Mitra Baratchi, Holger H. Hoos

IEEE Access, 2022

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

MultiETSC: automated machine learning for early time series classification.

Gilles Ottervanger, Mitra Baratchi, Holger H. Hoos

Data Min. Knowl. Discov., 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

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines.

Marios Kefalas, Mitra Baratchi, Asteris Apostolidis, Dirk van den Herik, Thomas Bäck

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

2020

Metaheuristic macro scale traffic flow optimisation from urban movement data.

Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi

CoRR, 2020

Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data.

Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction.

João Mendes-Moreira, Mitra Baratchi

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation.

Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani

Proceedings of the Advances in Information Retrieval, 2020

An Intelligent Tree Planning Approach Using Location-Based Social Networks Data.

Jan H. van Staalduinen, Jaco Tetteroo, Daniela Gawehns, Mitra Baratchi

Proceedings of the Artificial Intelligence and Machine Learning - 32nd Benelux Conference, 2020

2019

Design & analysis of a distributed routing algorithm towards Internet-wide geocast.

Bernd Meijerink, Mitra Baratchi, Geert Heijenk

Comput. Commun., 2019

Automated Machine Learning for Short-term Electric Load Forecasting.

Can Wang, Thomas Bäck, Holger H. Hoos, Mitra Baratchi, Steffen Limmer, Markus Olhofer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Category-Aware Location Embedding for Point-of-Interest Recommendation.

Hossein A. Rahmani, Mohammad Aliannejadi, Rasoul Mirzaei Zadeh, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani

Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

LGLMF: Local Geographical Based Logistic Matrix Factorization Model for POI Recommendation.

Hossein A. Rahmani, Mohammad Aliannejadi, Sajad Ahmadian, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani

Proceedings of the Information Retrieval Technology, 2019

2018

Identifying Stops and Moves in WiFi Tracking Data.

Cristian Chilipirea, Mitra Baratchi, Ciprian Dobre, Maarten van Steen

Sensors, 2018

A Distributed Routing Algorithm for Internet-wide Geocast.

Bernd Meijerink, Mitra Baratchi, Geert Heijenk

CoRR, 2018

Identifying Movements in Noisy Crowd Analytics Data.

Cristian Chilipirea, Ciprian Dobre, Mitra Baratchi, Maarten van Steen

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

2017

Spaceprint: a Mobility-based Fingerprinting Scheme for Public Spaces.

Mitra Baratchi, Geert Heijenk, Maarten van Steen

CoRR, 2017

Evaluation of Geocast Routing Trees on Random and Actual Networks.

Bernd Meijerink, Mitra Baratchi, Geert Heijenk

Proceedings of the Wired/Wireless Internet Communications, 2017

Inferring the Social-Connectedness of Locations from Mobility Data.

Tristan Brugman, Mitra Baratchi, Geert Heijenk, Maarten van Steen

Proceedings of the Social Informatics, 2017

Reliable vehicular broadcast using 5G device-to-device communication.

Mozhdeh Gholibeigi, Nora Sarrionandia, Morteza Karimzadeh, Mitra Baratchi, Hans van den Berg, Geert Heijenk

Proceedings of the 10th IFIP Wireless and Mobile Networking Conference, 2017

2016

An Efficient Geographical Addressing Scheme for the Internet.

Bernd Meijerink, Mitra Baratchi, Geert Heijenk

Proceedings of the Wired/Wireless Internet Communications, 2016

A multi-channel multiple access scheme using frequency offsets - Modelling and analysis.

Sarwar Morshed, Mitra Baratchi, Pranab K. Mandal, Geert Heijenk

Proceedings of the 12th IEEE International Conference on Wireless and Mobile Computing, 2016

Traffic-adaptive duty cycle adaptation in TR-MAC protocol for wireless sensor networks.

Sarwar Morshed, Mitra Baratchi, Geert Heijenk

Proceedings of the 2016 Wireless Days, 2016

Towards reliable multi-hop broadcast in VANETs: An analytical approach.

Mozhdeh Gholibeigi, Mitra Baratchi, Hans van den Berg, Geert Heijenk

Proceedings of the 2016 IEEE Vehicular Networking Conference, 2016

Towards decisive garments for heat stress risk detection.

Mitra Baratchi, Lennart Teunissen, Peter Ebben, Wouter B. Teeuw, Jan Laarhuis, Maarten van Steen

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015

Latitude, longitude, and beyond: mining mobile objects' behavior.

Mitra Baratchi

PhD thesis, 2015

2014

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

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

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

Recognition of Periodic Behavioral Patterns from Streaming Mobility Data.

Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

Finding frequently visited paths: Dealing with the uncertainty of spatio-temporal mobility data.

Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Evaluation of incentives for body area network-based healthcare systems.

Siavash Aflaki, Nirvana Meratnia, Mitra Baratchi, Paul J. M. Havinga

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

On the use of mobility data for discovery and description of social ties.

Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013