Konstantinidis, Fabian; Hofmann, Ulrich; Sackmann, Moritz; Thielecke, Jorn; De Candido, Oliver; Utschick, Wolfgang.Parameter Sharing Reinforcement Learning for Modeling Multi-Agent Driving Behavior in Roundabout Scenarios.2021 IEEE International Intelligent Transportation Systems Conference (ITSC).IEEE.2021

Gallitz, Oliver; De Candido, Oliver; Botsch, Michael; Utschick, Wolfgang.Interpretable Early Prediction of Lane Changes Using a Constrained Neural Network Architecture.2021 IEEE International Intelligent Transportation Systems Conference (ITSC).IEEE.2021

Uelwer, Tobias; Michels, Felix; De Candido, Oliver.Learning to Detect Adversarial Examples Based on Class Scores.KI 2021: Advances in Artificial Intelligence.Springer International Publishing.2021

Oliver De Candido; Maximilian Binder; Wolfgang Utschick.An Interpretable Lane Change Detector Algorithm based on Deep Autoencoder Anomaly Detection.The 32nd IEEE Intelligent Vehicles Symposium.2021

Gallitz, Oliver;De Candido, Oliver;Botsch, Michael;Melz, Ron;Utschick, Wolfgang.Interpretable Machine Learning Structure for an Early Prediction of Lane Changes.Artificial Neural Networks and Machine Learning – ICANN 2020.Springer International Publishing.2020

De Candido, Oliver; Koller, Michael; Gallitz, Oliver; Melz, Ron; Botsch, Michael; Utschick, Wolfgang.Towards Feature Validation in Time to Lane Change Classification using Deep Neural Networks.The 23rd IEEE International Conference on Intelligent Transportation Systems.2020

Gallitz, O.;Candido, O. D.;Botsch, M.;Utschick, W..Interpretable Feature Generation using Deep Neural Networks and its Application to Lane Change Detection.2019 IEEE Intelligent Transportation Systems Conference (ITSC).2019

Gallitz, Oliver; De Candido, Oliver; Botsch, Michael; Utschick, Wolfgang.Validation of Machine Learning Algorithms through Visualization Methods.ELIV-MarketPlace 2018 : 8. Internationaler VDI-Kongress MarketPlace : Baden-Baden, 16. und 17. Oktober 2018 / VDI Automotive and Traffic Systems Technology.October.2018

De Candido, Oliver;Jedda, Hela;Mezghani, Amine;Swindlehurst, A. Lee;Nossek, Josef A..Reconsidering Linear Transmit Signal Processing in 1-Bit Quantized Multi-User MISO Systems.IEEE Transactions on Wireless Communications.2019.18.1.254-267

De Candido, O., Baltar, L. G., Mezghani, A., Nossek, J. A..SIMO/MISO MSE-Duality for Multi-User FBMC with Highly Frequency Selective Channels.19th International ITG Workshop on Smart Antennas (WSA 2015).2015