Mitra Baratchi

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Holger HoosRWTH Aachen University, Germany • Leiden University, Netherlands • University of British ColumbiaVerified email at cs.rwth-aachen.de
Paul Havingaprofessor of Computer Science, University of Twente / TNOVerified email at utwente.nl
Nirvana MeratniaEindhoven University of TechnologyVerified email at tue.nl
Geert HeijenkProfessor, University of TwenteVerified email at heijenk.com
Maarten van SteenProfessor of Computer Science, Scientific Director of the Digital Society Institute, U. TwenteVerified email at utwente.nl
Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl
Fabio CrestaniFaculty of Informatics, Universitá della Svizzera Italiana (USI), Lugano, SwitzerlandVerified email at usi.ch
Mohammad AliannejadiAssistant Professor of Computer Science. IRLab, University of AmsterdamVerified email at uva.nl
Hossein A. RahmaniPhD Student, University College LondonVerified email at ucl.ac.uk
Cristian ChilipireaLecturer of Computer Science, Military Technical Academy "Ferdinand I"Verified email at mta.ro
OlhoferHonda Research Institute EuropeVerified email at honda-ri.de
Andrew SkidmoreProfessor of Spatial Environmental Resource Dynamics, ITC, University of TwenteVerified email at utwente.nl
bert toxopeusUHD Spatial ecology, Dept. of Natural Resources, Faculty of Geo-Information Science and Earth Observation (ITC), University of Verified email at utwente.nl
Ciprian DobreUniversity Politehnica of Bucharest; ICI BucharestVerified email at cs.pub.ro
Steffen LimmerHonda Research Institute EuropeVerified email at honda-ri.de
Laurens ArpPhD Candidate at Leiden UniversityVerified email at liacs.leidenuniv.nl
Daniela GawehnsLeiden UniversityVerified email at liacs.leidenuniv.nl
Sarwar MorshedUniversity of TwenteVerified email at utwente.nl
Hans van den BergVerified email at tno.nl
Siavash AflakiGraduate Researcher, University of TwenteVerified email at utwente.nl

Mitra Baratchi

Associate professor, Leiden University

Verified email at liacs.leidenuniv.nl

Mobility data mining Spatio-temporal data mining Time-series data mining Ubiquitous computing


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LGLMF: local geographical based logistic matrix factorization model for POI recommendation HA Rahmani, M Aliannejadi, S Ahmadian, M Baratchi, M Afsharchi, ... Information Retrieval Technology: 15th Asia Information Retrieval Societies …, 2020	91	2020
Sensing solutions for collecting spatio-temporal data for wildlife monitoring applications: a review M Baratchi, N Meratnia, PJM Havinga, AK Skidmore, BAG Toxopeus Sensors 13 (5), 6054-6088, 2013	87	2013
A glossary for research on human crowd dynamics J Adrian, N Bode, M Amos, M Baratchi, M Beermann, M Boltes, A Corbetta, ... Collective Dynamics 4, 1-13, 2019	77	2019
A hierarchical hidden semi-markov model for modeling mobility data M Baratchi, N Meratnia, PJM Havinga, AK Skidmore, BAKG Toxopeus Proceedings of the 2014 ACM international joint conference on pervasive and …, 2014	66	2014
Joint geographical and temporal modeling based on matrix factorization for point-of-interest recommendation HA Rahmani, M Aliannejadi, M Baratchi, F Crestani Advances in Information Retrieval: 42nd European Conference on IR Research …, 2020	65	2020
WiFi tracking of pedestrian behavior AC Petre, C Chilipirea, M Baratchi, C Dobre, M van Steen Smart sensors networks, 309-337, 2017	38	2017
Category-aware location embedding for point-of-interest recommendation HA Rahmani, M Aliannejadi, R Mirzaei Zadeh, M Baratchi, M Afsharchi, ... Proceedings of the 2019 ACM SIGIR international conference on theory of …, 2019	37	2019
Exploring the impact of noise on hybrid inversion of PROSAIL RTM on Sentinel-2 data NC de Sa, M Baratchi, LT Hauser, P van Bodegom Remote Sensing 13 (4), 648, 2021	29	2021
Automated machine learning for short-term electric load forecasting C Wang, T Bäck, HH Hoos, M Baratchi, S Limmer, M Olhofer 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 314-321, 2019	29	2019
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation HA Rahmani, M Aliannejadi, M Baratchi, F Crestani ACM Transactions on Information Systems 40 (4), 1-35, 2022	26	2022
Identifying movements in noisy crowd analytics data C Chilipirea, C Dobre, M Baratchi, M van Steen 2018 19th IEEE International Conference on Mobile Data Management (MDM), 161-166, 2018	25	2018
Towards time-series feature engineering in automated machine learning for multi-step-ahead forecasting C Wang, M Baratchi, T Bäck, HH Hoos, S Limmer, M Olhofer Engineering Proceedings 18 (1), 17, 2022	22	2022
Automated Machine Learning for Satellite Data: Integrating Remote Sensing Pre-trained Models into AutoML Systems NR Palacios Salinas, M Baratchi, JN Rijn, A Vollrath Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021	22	2021
A novel data-driven approach to examine children’s movements and social behaviour in schoolyard environments M Nasri, YT Tsou, A Koutamanis, M Baratchi, S Giest, D Reidsma, ... Children 9 (8), 1177, 2022	21	2022
Automated machine learning for remaining useful life estimation of aircraft engines M Kefalas, M Baratchi, A Apostolidis, D van den Herik, T Bäck 2021 IEEE International Conference on Prognostics and Health Management …, 2021	20	2021
On the use of mobility data for discovery and description of social ties M Baratchi, N Meratnia, PJM Havinga Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013	20	2013
Evaluation of incentives for body area network-based healthcare systems S Aflaki, N Meratnia, M Baratchi, PJM Havinga 2013 IEEE Eighth International Conference on Intelligent Sensors, Sensor …, 2013	16	2013
Finding frequently visited paths: dealing with the uncertainty of spatio-temporal mobility data M Baratchi, N Meratnia, PJM Havinga 2013 IEEE eighth international conference on intelligent sensors, sensor …, 2013	15	2013
MultiETSC: automated machine learning for early time series classification G Ottervanger, M Baratchi, HH Hoos Data Mining and Knowledge Discovery 35 (6), 2602-2654, 2021	12	2021
Reliable vehicular broadcast using 5G device-to-device communication M Gholibeigi, N Sarrionandia, M Karimzadeh, M Baratchi, H van den Berg, ... 2017 10th IFIP Wireless and Mobile Networking Conference (WMNC), 1-8, 2017	11	2017

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