Jelena Fiosina

According to our database, Jelena Fiosina authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reverse Engineering of Vinyl Acetate Polymerizations by Genetic Algorithm-Based Multi-Objective Optimization.

Jelena Fiosina, Philipp Sievers, Marco Drache, Sabine Beuermann

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Polymer reaction engineering meets explainable machine learning.

Jelena Fiosina, Philipp Sievers, Marco Drache, Sabine Beuermann

Comput. Chem. Eng., September, 2023

2022

Computationally intensive, distributed and decentralised machine learning: from theory to applications

Jelena Fiosina

PhD thesis, 2022

2021

Explainable Federated Learning for Taxi Travel Time Prediction.

Jelena Fiosina

Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Interpretable Privacy-Preserving Collaborative Deep Learning for Taxi Trip Duration Forecasting.

Jelena Fiosina

Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2021

Federated cooperative detection of anomalous vehicle trajectories at intersections.

Christian Koetsier, Jelena Fiosina, Jan N. Gremmel, Monika Sester, Jörg P. Müller, David M. Woisetschläger

Proceedings of the ARIC@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, 2021

2020

Explainable Deep Learning for Augmentation of Small RNA Expression Profiles.

Jelena Fiosina, Maksims Fiosins, Stefan Bonn

J. Comput. Biol., 2020

How Did You Like This Ride? An Analysis of User Preferences in Ridesharing Assignments.

Sören Schleibaum, Maike Greve, Tim-Benjamin Lembcke, Amos Azaria, Jelena Fiosina, Noam Hazon, Lutz M. Kolbe, Sarit Kraus, Jörg P. Müller, Mark Vollrath

Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

AI for Explaining Decisions in Multi-Agent Environments.

Sarit Kraus, Amos Azaria, Jelena Fiosina, Maike Greve, Noam Hazon, Lutz M. Kolbe, Tim-Benjamin Lembcke, Jörg P. Müller, Sören Schleibaum, Mark Vollrath

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Explainable Deep Learning for Augmentation of sRNA Expression Profiles.

Jelena Fiosina, Maksims Fiosins, Stefan Bonn

CoRR, 2019

Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles.

Jelena Fiosina, Maksims Fiosins, Stefan Bonn

Proceedings of the Bioinformatics Research and Applications - 15th International Symposium, 2019

2017

Distributed Nonparametric and Semiparametric Regression on SPARK for Big Data Forecasting.

Jelena Fiosina, Maksims Fiosins

Appl. Comput. Intell. Soft Comput., 2017

2013

Decentralised Cooperative Agent-Based Clustering in Intelligent Traffic Clouds.

Jelena Fiosina, Maksims Fiosins, Jörg P. Müller

Proceedings of the Multiagent System Technologies - 11th German Conference, 2013

Density-Based Clustering in Cloud-Oriented Collaborative Multi-Agent Systems.

Jelena Fiosina, Maksims Fiosins

Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

Selecting the Shortest Itinerary in a Cloud-Based Distributed Mobility Network.

Jelena Fiosina, Maksims Fiosins

Proceedings of the Distributed Computing and Artificial Intelligence, 2013

2012

Decentralised Regression Model for Intelligent Forecasting in Multi-agent Traffic Networks.

Jelena Fiosina

Proceedings of the Distributed Computing and Artificial Intelligence, 2012

2011

Reconciling strategic and tactical decision making in agent-oriented simulation of vehicles in urban traffic.

Maksims Fiosins, Jelena Fiosina, Jörg P. Müller, Jana Görmer

Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques, 2011

Agent-Based Integrated Decision Making for Autonomous Vehicles in Urban Traffic.

Maksims Fiosins, Jelena Fiosina, Jörg P. Müller, Jana Görmer

Proceedings of the Advances on Practical Applications of Agents and Multiagent Systems, 2011

Resampling-Based Change Point Estimation.

Jelena Fiosina, Maksims Fiosins

Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011

Change Point Analysis for Intelligent Agents in City Traffic.

Maksims Fiosins, Jelena Fiosina, Jörg P. Müller

Proceedings of the Agents and Data Mining Interaction, 2011