Zobrazeno 1 - 10
of 137
pro vyhledávání: '"Prehofer, Christian"'
Autor:
Huang, Yu-Wen, Prehofer, Christian, Lindskog, William, Puts, Ron, Mosca, Pietro, Kauermann, Göran
This paper addresses the problem of predicting the energy consumption for the drivers of Battery electric vehicles (BEVs). Several external factors (e.g., weather) are shown to have huge impacts on the energy consumption of a vehicle besides the vehi
Externí odkaz:
http://arxiv.org/abs/2405.10984
Ensuring driver readiness poses challenges, yet driver monitoring systems can assist in determining the driver's state. By observing visual cues, such systems recognize various behaviors and associate them with specific conditions. For instance, yawn
Externí odkaz:
http://arxiv.org/abs/2405.03311
Autor:
Lindskog, William, Prehofer, Christian
Federated Learning (FL) has lately gained traction as it addresses how machine learning models train on distributed datasets. FL was designed for parametric models, namely Deep Neural Networks (DNNs).Thus, it has shown promise on image and text tasks
Externí odkaz:
http://arxiv.org/abs/2405.02074
Federated Learning (FL) has gained considerable traction, yet, for tabular data, FL has received less attention. Most FL research has focused on Neural Networks while Tree-Based Models (TBMs) such as XGBoost have historically performed better on tabu
Externí odkaz:
http://arxiv.org/abs/2405.02067
Autor:
Lindskog, William, Prehofer, Christian
In this paper, we show how Federated Learning (FL) can be applied to vehicular use-cases in which we seek to classify obstacles, irregularities and pavement types on roads. Our proposed framework utilizes FL and TabNet, a state-of-the-art neural netw
Externí odkaz:
http://arxiv.org/abs/2405.02060
Digital signal theory is an extension of the analysis of continuous signals. This extension is provided by discretization and sampling. The sampling of signals can be mathematically described by a series of Dirac impulses and is well known. Propertie
Externí odkaz:
http://arxiv.org/abs/2307.16604
Publikováno v:
In Journal of Systems Architecture October 2024 155
Publikováno v:
Fourth IEEE Workshop on Feature Interactions in Telecommunications Networks and Distributed Systems, P. Dini, IOS-Press. 1997
In this paper, we introduce a graphic specification technique, called state transition diagrams (STD), and show the application to the feature interaction problem. Using a stream-based formal semantics, we provide refinement rules for STDs. Refinemen
Externí odkaz:
http://arxiv.org/abs/1409.7232
Publikováno v:
In Optik June 2017 138:407-415