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Mitra Baratchi
Mitra Baratchi
Associate professor, Leiden University
Verified email at liacs.leidenuniv.nl
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Cited by
Year
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
872020
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
832013
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, 2019
692019
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
642020
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
642014
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
372019
WiFi tracking of pedestrian behavior
AC Petre, C Chilipirea, M Baratchi, C Dobre, M van Steen
Smart Sensors Networks, 309-337, 2017
362017
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
282019
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
252021
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
222018
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
212022
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
202021
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
192013
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
172013
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
162022
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
152022
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
152013
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
142021
Smart sensors networks: Communication technologies and intelligent applications
F Xhafa, FY Leu, LL Hung
Academic Press, 2017
112017
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
102021
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