Mitra Baratchi

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 41

Top Venues

CoRR

Data Min. Knowl. Discov.

MDM

IDA

University of Twente, Enschede, Netherlands (PHD)

Education History

University of Twente, Enschede, Netherlands

PHD

Publications

Julia Wasala, Suzanne M. Marselis, Laurens Arp, Holger H. Hoos, Nicolas Longépé, Mitra Baratchi
AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images. Remote. Sens. 16 (3) (2024)
Mitra Baratchi, Can Wang, Steffen Limmer, Jan N. van Rijn, Holger H. Hoos, Thomas Bäck, Markus Olhofer
Automated machine learning: past, present and future. Artif. Intell. Rev. 57 (5) (2024)
Maedeh Nasri, Thomas Maliappis, Carolien Rieffe, Mitra Baratchi
T-DANTE: Detecting Group Behaviour in Spatio-Temporal Trajectories Using Context Information. IDA (2) (2024)
Zhou Zhou, Mitra Baratchi, Gangquan Si, Holger H. Hoos, Gang Huang
Adaptive error bounded piecewise linear approximation for time-series representation. Eng. Appl. Artif. Intell. 126 (2023)
Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen
Unsupervised discretization by two-dimensional MDL-based histogram. Mach. Learn. 112 (7) (2023)
Maedeh Nasri, Mitra Baratchi, Yung-Ting Tsou, Sarah Giest, Alexander Koutamanis, Carolien Rieffe
A novel metric to measure spatio-temporal proximity: a case study analyzing children's social network in schoolyards. Appl. Netw. Sci. 8 (1) (2023)
Rodi Laanen, Maedeh Nasri, Richard van Dijk, Mitra Baratchi, Alexander Koutamanis, Carolien Rieffe
Automated classification of pre-defined movement patterns: A comparison between GNSS and UWB technology. CoRR (2023)
Maedeh Nasri, Zhizhou Fang, Mitra Baratchi, Gwenn Englebienne, Shenghui Wang, Alexander Koutamanis, Carolien Rieffe
A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data. IDA (2023)
Laurens Arp, Mitra Baratchi, Holger H. Hoos
VPint: value propagation-based spatial interpolation. Data Min. Knowl. Discov. 36 (5) (2022)
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation. CoRR (2022)
Jaco Tetteroo, Mitra Baratchi, Holger H. Hoos
Automated Machine Learning for COVID-19 Forecasting. IEEE Access 10 (2022)
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation. ACM Trans. Inf. Syst. 40 (4) (2022)
Gilles Ottervanger, Mitra Baratchi, Holger H. Hoos
MultiETSC: automated machine learning for early time series classification. Data Min. Knowl. Discov. 35 (6) (2021)
Marios Kefalas, Mitra Baratchi, Asteris Apostolidis, Dirk van den Herik, Thomas Bäck
Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines. ICPHM (2021)
Nelly Rosaura Palacios Salinas, Mitra Baratchi, Jan N. van Rijn, Andreas Vollrath
Automated Machine Learning for Satellite Data: Integrating Remote Sensing Pre-trained Models into AutoML Systems. ECML/PKDD (5) (2021)
Nuno Cesar de Sa, Mitra Baratchi, Leon T. Hauser, Peter M. van Bodegom
Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data. Remote. Sens. 13 (4) (2021)
Jan H. van Staalduinen, Jaco Tetteroo, Daniela Gawehns, Mitra Baratchi
An Intelligent Tree Planning Approach Using Location-Based Social Networks Data. BNAIC/BENELEARN (Selected Papers) (2020)
Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi
Metaheuristic macro scale traffic flow optimisation from urban movement data. CoRR (2020)
João Mendes-Moreira, Mitra Baratchi
Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction. IDA (2020)
Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen
Unsupervised Discretization by Two-dimensional MDL-based Histogram. CoRR (2020)
Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi
Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data. MDM (2020)
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation. ECIR (1) (2020)
Hossein A. Rahmani, Mohammad Aliannejadi, Mitra Baratchi, Fabio Crestani
Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation. CoRR (2020)
Can Wang, Thomas Bäck, Holger H. Hoos, Mitra Baratchi, Steffen Limmer, Markus Olhofer
Automated Machine Learning for Short-term Electric Load Forecasting. SSCI (2019)
Hossein A. Rahmani, Mohammad Aliannejadi, Rasoul Mirzaei Zadeh, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
Category-Aware Location Embedding for Point-of-Interest Recommendation. CoRR (2019)
Hossein A. Rahmani, Mohammad Aliannejadi, Sajad Ahmadian, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
LGLMF: Local Geographical Based Logistic Matrix Factorization Model for POI Recommendation. AIRS (2019)
Hossein A. Rahmani, Mohammad Aliannejadi, Sajad Ahmadian, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation. CoRR (2019)
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
Design & analysis of a distributed routing algorithm towards Internet-wide geocast. Comput. Commun. 146 (2019)
Hossein A. Rahmani, Mohammad Aliannejadi, Rasoul Mirzaei Zadeh, Mitra Baratchi, Mohsen Afsharchi, Fabio Crestani
Category-Aware Location Embedding for Point-of-Interest Recommendation. ICTIR (2019)
Cristian Chilipirea, Mitra Baratchi, Ciprian Dobre, Maarten van Steen
Identifying Stops and Moves in WiFi Tracking Data. Sensors 18 (11) (2018)
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
A Distributed Routing Algorithm for Internet-wide Geocast. CoRR (2018)
Cristian Chilipirea, Ciprian Dobre, Mitra Baratchi, Maarten van Steen
Identifying Movements in Noisy Crowd Analytics Data. MDM (2018)
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
Evaluation of Geocast Routing Trees on Random and Actual Networks. WWIC (2017)
Mozhdeh Gholibeigi, Nora Sarrionandia, Morteza Karimzadeh, Mitra Baratchi, Hans van den Berg, Geert Heijenk
Reliable vehicular broadcast using 5G device-to-device communication. WMNC (2017)
Tristan Brugman, Mitra Baratchi, Geert Heijenk, Maarten van Steen
Inferring the Social-Connectedness of Locations from Mobility Data. SocInfo (2) (2017)
Mitra Baratchi, Geert Heijenk, Maarten van Steen
Spaceprint: a Mobility-based Fingerprinting Scheme for Public Spaces. CoRR (2017)
Sarwar Morshed, Mitra Baratchi, Geert Heijenk
Traffic-adaptive duty cycle adaptation in TR-MAC protocol for wireless sensor networks. Wireless Days (2016)
Bernd Meijerink, Mitra Baratchi, Geert Heijenk
An Efficient Geographical Addressing Scheme for the Internet. WWIC (2016)
Mitra Baratchi, Lennart Teunissen, Peter Ebben, Wouter B. Teeuw, Jan Laarhuis, Maarten van Steen
Towards decisive garments for heat stress risk detection. UbiComp Adjunct (2016)
Mozhdeh Gholibeigi, Mitra Baratchi, Hans van den Berg, Geert Heijenk
Towards reliable multi-hop broadcast in VANETs: An analytical approach. VNC (2016)
Sarwar Morshed, Mitra Baratchi, Pranab K. Mandal, Geert Heijenk
A multi-channel multiple access scheme using frequency offsets - Modelling and analysis. WiMob (2016)
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga, Andrew K. Skidmore, Bert A. G. Toxopeus
A hierarchical hidden semi-Markov model for modeling mobility data. UbiComp (2014)
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga
On the use of mobility data for discovery and description of social ties. ASONAM (2013)
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga
Finding frequently visited paths: Dealing with the uncertainty of spatio-temporal mobility data. ISSNIP (2013)
Siavash Aflaki, Nirvana Meratnia, Mitra Baratchi, Paul J. M. Havinga
Evaluation of incentives for body area network-based healthcare systems. ISSNIP (2013)
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga
Recognition of Periodic Behavioral Patterns from Streaming Mobility Data. MobiQuitous (2013)
Mitra Baratchi, Nirvana Meratnia, Paul J. M. Havinga, Andrew K. Skidmore, Bert A. G. Toxopeus
Sensing Solutions for Collecting Spatio-Temporal Data for Wildlife Monitoring Applications: A Review. Sensors 13 (5) (2013)

Mitra Baratchi.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mitra Baratchi