Zobrazeno 1 - 10
of 2 546
pro vyhledávání: '"Bartelt P"'
Requirements Elicitation (RE) is a crucial activity especially in the early stages of software development. GUI prototyping has widely been adopted as one of the most effective RE techniques for user-facing software systems. However, GUI prototyping
Externí odkaz:
http://arxiv.org/abs/2409.16388
Outlier detection is a crucial analytical tool in various fields. In critical systems like manufacturing, malfunctioning outlier detection can be costly and safety-critical. Therefore, there is a significant need for explainable artificial intelligen
Externí odkaz:
http://arxiv.org/abs/2409.01713
We present a new approach to goal recognition that involves comparing observed facts with their expected probabilities. These probabilities depend on a specified goal g and initial state s0. Our method maps these probabilities and observed facts into
Externí odkaz:
http://arxiv.org/abs/2408.14224
Autor:
Marton, Sascha, Grams, Tim, Vogt, Florian, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Reinforcement learning (RL) has seen significant success across various domains, but its adoption is often limited by the black-box nature of neural network policies, making them difficult to interpret. In contrast, symbolic policies allow representi
Externí odkaz:
http://arxiv.org/abs/2408.08761
Autor:
Tschalzev, Andrej, Marton, Sascha, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Tabular data is prevalent in real-world machine learning applications, and new models for supervised learning of tabular data are frequently proposed. Comparative studies assessing the performance of models typically consist of model-centric evaluati
Externí odkaz:
http://arxiv.org/abs/2407.02112
Autor:
Tschalzev, Andrej, Nitschke, Paul, Kirchdorfer, Lukas, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Neural networks often assume independence among input data samples, disregarding correlations arising from inherent clustering patterns in real-world datasets (e.g., due to different sites or repeated measurements). Recently, mixed effects neural net
Externí odkaz:
http://arxiv.org/abs/2407.01115
Autor:
Kolthoff, Kristian, Kretzer, Felix, Bartelt, Christian, Maedche, Alexander, Ponzetto, Simone Paolo
Interactive systems are omnipresent today and the need to create graphical user interfaces (GUIs) is just as ubiquitous. For the elicitation and validation of requirements, GUI prototyping is a well-known and effective technique, typically employed a
Externí odkaz:
http://arxiv.org/abs/2406.08120
LambdaBeam is a state-of-the-art, execution-guided algorithm for program synthesis that utilizes higher-order functions, lambda functions, and iterative loops within a Domain-Specific Language (DSL). LambdaBeam generates each program from scratch but
Externí odkaz:
http://arxiv.org/abs/2405.17514
Autor:
Hirschberg Jacob, McArdell Brian W., Könz Anna L., Christen Marc, Molnar Peter, Bartelt Perry
Publikováno v:
E3S Web of Conferences, Vol 415, p 01010 (2023)
Debris flows entrain sediments and water along their flow path and grow significantly in size. Because the entrainment process isn’t well understood and data is rare, hazard and risk assessment with numerical models is challenging. It is known, how
Externí odkaz:
https://doaj.org/article/591b012361d544299e8d438fc7e2c8f6
Publikováno v:
E3S Web of Conferences, Vol 415, p 01017 (2023)
Rock/ice avalanches are complex gravitational flows involving three important physicalprocesses: entrainment, phase-changes, and flow transitions. The basic complexity of modelling rock/ice avalanches lies in the fact that the flow is a mixture of ro
Externí odkaz:
https://doaj.org/article/78b85b3fc11a4f9e90933a07ba233fd5