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Jelena Fiosina
Jelena Fiosina
Institute of Informatics, Clausthal University of Technology
Verified email at tu-clausthal.de
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Cited by
Cited by
Year
AI for explaining decisions in multi-agent environments
S Kraus, A Azaria, J Fiosina, M Greve, N Hazon, L Kolbe, TB Lembcke, ...
Proceedings of the AAAI conference on artificial intelligence 34 (09), 13534 …, 2020
522020
Big data processing and mining for next generation intelligent transportation systems
J Fiosina, JÃ Maxims Fiosins
Jurnal Teknologi 63 (3), 2013
46*2013
Agent-based integrated decision making for autonomous vehicles in urban traffic
M Fiosins, J Fiosina, J Müller, J Görmer
Advances on Practical Applications of Agents and Multiagent Systems 88, 173-178, 2011
392011
Reconciling Strategic and Tactical Decision Making in Agent-Oriented Simulation of Vehicles in Urban Traffic
M Fiosins, J Fiosina, JP Müller, J Görmer
Proceedings of the 4th International ICST Conference on Simulation Tools and …, 2011
252011
Explainable Federated Learning for Taxi Travel Time Prediction.
J Fiosina
VEHITS, 670-677, 2021
172021
Statistical estimation for a failure model with damage accumulation in a case of small samples
A Andronov, H Fioshina, M Fioshin
Journal of Statistical Planning and Inference 139 (5), 1685-1692, 2009
16*2009
Detection of anomalous vehicle trajectories using federated learning
C Koetsier, J Fiosina, JN Gremmel, JP Müller, DM Woisetschläger, ...
ISPRS Open Journal of Photogrammetry and Remote Sensing 4, 100013, 2022
152022
Explainable deep learning for augmentation of small RNA expression profiles
J Fiosina, M Fiosins, S Bonn
Journal of Computational Biology 27 (2), 234-247, 2020
15*2020
Change point analysis for intelligent agents in city traffic
M Fiosins, J Fiosina, JP Müller
Agents and Data Mining Interaction: 7th International Workshop on Agents and …, 2012
142012
Decentralised Regression Model for Intelligent Forecasting in Multi-agent Traffic Networks
J Fiosina
Distributed Computing and Artificial Intelligence 151, 255-263, 2012
122012
Cooperative regression-based forecasting in distributed traffic networks
J Fiosina, M Fiosins
Distributed Network Intelligence, Security and Applications 1, 337, 2013
102013
Decentralised cooperative agent-based clustering in intelligent traffic clouds
J Fiosina, M Fiosins, JP Müller
Multiagent System Technologies: 11th German Conference, MATES 2013, Koblenz …, 2013
92013
Mining the traffic cloud: Data analysis and optimization strategies for cloud-based cooperative mobility management
J Fiosina, M Fiosins, JP Müller
Management Intelligent Systems: Second International Symposium, 25-32, 2013
92013
Federated cooperative detection of anomalous vehicle trajectories at intersections
C Koetsier, J Fiosina, JN Gremmel, M Sester, JP Müller, D Woisetschläger
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in …, 2021
82021
Cooperative kernel-based forecasting in decentralized multi-agent systems for urban traffic networks
J Fiosina, M Fiosins
Ubiquitous Data Mining, 3-7, 2012
82012
Density-based clustering in cloud-oriented collaborative multi-agent systems
J Fiosina, M Fiosins
Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS …, 2013
72013
Polymer reaction engineering meets explainable machine learning
J Fiosina, P Sievers, M Drache, S Beuermann
Computers & Chemical Engineering 177, 108356, 2023
62023
Interpretable privacy-preserving collaborative deep learning for taxi trip duration forecasting
J Fiosina
International Conference on Vehicle Technology and Intelligent Transport …, 2021
62021
Resampling based modelling of individual routing preferences in a distributed traffic network
J Fiosina, M Fiosins
Int. J. Artif. Intell 12 (1), 79-103, 2014
62014
Selecting the shortest itinerary in a cloud-based distributed mobility network
J Fiosina, M Fiosins
Distributed Computing and Artificial Intelligence: 10th International …, 2013
62013
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