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Including joint trips in a multi-agent transport simulation
(2012)Arbeitsberichte Verkehrs- und RaumplanungConference Paper -
La simulazione dell’insieme di scelta attraverso variabili di dominanza
(2006)Arbeitsberichte Verkehrs- und RaumplanungConference Paper -
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
(2019)Advances in Neural Information Processing Systems 31Data poisoning is an attack on machine learning models wherein the attacker adds examples to the training set to manipulate the behavior of the model at test time. This paper explores poisoning attacks on neural nets. The proposed attacks use "clean-labels"; they don't require the attacker to have any control over the labeling of training data. They are also targeted; they control the behavior of the classifier on a specific test instance ...Conference Paper -
A methodology for the optimal operation of a residential building’s heating system with focus on thermal modelling of GSHPs
(2017)30th International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS 2017)Ground-source heat pumps (GSHPs) are popular for space heating in residential buildings. These systems typically involve a water/water heat pump (HP) and a Borehole Heat Exchanger (BHE). Certain operating constraints must be taken into account when analysing these systems. For instance, excessive heat extraction from the BHE could lower the ground temperature resulting in low operating efficiency of the HP. Moreover, for older buildings ...Conference Paper -
Semi-Lumped Model for the Calculation of Frequency Dependent Complex Permeance for U- or E-Cores
(2023)2023 IEEE International Magnetic Conference - Short Papers (INTERMAG Short Papers)As ferrite have simultaneously non-negligible permeability, permittivity and conductivity, the magnetic behaviour of ferrite cores is frequency dependent. This article presents a method to predict the complex permeance of ferrite E- or U-cores including electromagnetic resonance. The cores are decomposed into basic segments in which Maxwell equations are solved analytically to obtain a network of frequency-dependent permeances or reluctances.Conference Paper -
A Bayesian Approach to Learning 3D Representations of Dynamic Environments
(2010)Conference Paper -
Risk-based optimal power flow with probabilistic guarantees
(2015)International Journal of Electrical Power & Energy SystemsConference Paper -
Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis
(2022)SIGSPATIAL '22: Proceedings of the 30th International Conference on Advances in Geographic Information SystemsArtificial intelligence (AI) is revolutionizing many areas of our lives, leading a new era of technological advancement. Particularly, the transportation sector would benefit from the progress in AI and advance the development of intelligent transportation systems. Building intelligent transportation systems requires an intricate combination of artificial intelligence and mobility analysis. The past few years have seen rapid development ...Conference Paper -
Different methods for density gradient visualization within transient gun muzzle flow fields in comparison
(2018)Proceedings 18th International Symposium on Flow VisualizationConference Paper -
The capacity of the state-dependent semideterministic relay channel
(2016)International Zurich Seminar on Communications - ProceedingsConference Paper