Eleni Chatzi

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Sequence Classification

High Dimensional

Learning Algorithm

Anomaly Based Intrusion Detection

Top Venues

Publications

Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni Chatzi, Olga Fink
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation. CoRR (2023)
Hao Dong, Ismail Nejjar, Han Sun, Eleni Chatzi, Olga Fink
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. CoRR (2023)
Wei Liu, Zhilu Lai, Kiran Bacsa, Eleni Chatzi
Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems. CoRR (2022)
Zhilu Lai, Wei Liu, Xudong Jian, Kiran Bacsa, Limin Sun, Eleni Chatzi
Neural Modal ODEs: Integrating Physics-based Modeling with Neural ODEs for Modeling High Dimensional Monitored Structures. CoRR (2022)
Giacomo Arcieri, David Wölfle, Eleni Chatzi
Which Model To Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks. CoRR (2021)
Wei Liu, Zhilu Lai, Kiran Bacsa, Eleni Chatzi
Physics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with Uncertainty. CoRR (2021)
Antonios Kamariotis, Eleni Chatzi, Daniel Straub
Value of information from vibration-based structural health monitoring extracted via Bayesian model updating. CoRR (2021)