Change Point Analysis for Intelligent Agents in City Traffic. - Maksims Fiosins; Jelena Fiosina; Jörg P. Müller (ADMI, 2011)

Resampling-Based Change Point Estimation. - Jelena Fiosina; Maksims Fiosins (IDA, 2011)

Agent-Based Integrated Decision Making for Autonomous Vehicles in Urban Traffic. - Maksims Fiosins; Jelena Fiosina; Jörg P. Müller; Jana Görmer (PAAMS, 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 (SimuTools, 2011)

Decentralised Regression Model for Intelligent Forecasting in Multi-agent Traffic Networks. - Jelena Fiosina (DCAI, 2012)

Selecting the Shortest Itinerary in a Cloud-Based Distributed Mobility Network. - Jelena Fiosina; Maksims Fiosins (DCAI, 2013)

Density-Based Clustering in Cloud-Oriented Collaborative Multi-Agent Systems. - Jelena Fiosina; Maksims Fiosins (HAIS, 2013)

Decentralised Cooperative Agent-Based Clustering in Intelligent Traffic Clouds. - Jelena Fiosina; Maksims Fiosins; Jörg P. Müller (MATES, 2013)

Distributed Nonparametric and Semiparametric Regression on SPARK for Big Data Forecasting. - Jelena Fiosina; Maksims Fiosins (Appl. Comput. Intell. Soft Comput., 2017)

Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles. - Jelena Fiosina; Maksims Fiosins; Stefan Bonn (ISBRA, 2019)

Explainable Deep Learning for Augmentation of sRNA Expression Profiles. - Jelena Fiosina; Maksims Fiosins; Stefan Bonn (CoRR, 2019)

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 (AAAI, 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 (VEHITS, 2020)

Explainable Deep Learning for Augmentation of Small RNA Expression Profiles. - Jelena Fiosina; Maksims Fiosins; Stefan Bonn (J. Comput. Biol., 2020)

Federated cooperative detection of anomalous vehicle trajectories at intersections. - Christian Koetsier; Jelena Fiosina; Jan N. Gremmel; Monika Sester; Jörg P. Müller; David M. Woisetschläger (ARIC@SIGSPATIAL, 2021)

Interpretable Privacy-Preserving Collaborative Deep Learning for Taxi Trip Duration Forecasting. - Jelena Fiosina (SMARTGREENS/VEHITS (Selected Papers), 2021)

Explainable Federated Learning for Taxi Travel Time Prediction. - Jelena Fiosina (VEHITS, 2021)

Computationally intensive, distributed and decentralised machine learning: from theory to applications - Jelena Fiosina (2022)

Polymer reaction engineering meets explainable machine learning. - Jelena Fiosina; Philipp Sievers; Marco Drache; Sabine Beuermann (Comput. Chem. Eng., 2023)

Reverse Engineering of Vinyl Acetate Polymerizations by Genetic Algorithm-Based Multi-Objective Optimization. - Jelena Fiosina; Philipp Sievers; Marco Drache; Sabine Beuermann (ECAI, 2024)