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Mitra Baratchi
Mitra Baratchi
Associate professor, Leiden University
Verified email at liacs.leidenuniv.nl
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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
852013
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
692019
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
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
632020
WiFi tracking of pedestrian behavior
AC Petre, C Chilipirea, M Baratchi, C Dobre, M van Steen
Smart sensors networks, 309-337, 2017
382017
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
362019
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
292019
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
262021
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
232018
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
192021
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
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
182022
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
182022
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
162021
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
162013
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
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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