Evaluating the Robustness of Production Schedules using Discrete-Event Simulation
Sign Up to like & getrecommendations! Published in 2017 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2017.08.896
Abstract: Abstract Complex stochastic job-shop scheduling problems can be handled by simulation-based optimization (SBO), combining the optimization capabilities of meta-heuristics with the system representativeness of simulation models. In order to explore the potential of coupling optimization… read more here.
Keywords: discrete event; evaluating robustness; robustness production; simulation ... See more keywords
Evaluating Robustness to Noise and Compression of Deep Neural Networks for Keyword Spotting
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3280477
Abstract: Keyword Spotting (KWS) has been the subject of research in recent years given the increase of embedded systems for command recognition such as Alexa, Google Home, and Siri. Performance, model size, processing time, and robustness… read more here.
Keywords: noise; keyword spotting; robustness noise; noise compression ... See more keywords
Evaluating the Robustness of Transfer Learning with Recipes on Small Data– Using Data of Birds as an Example
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Internet Technology"
DOI: 10.70003/160792642024092505014
Abstract: Processing small data in machine learning often leads to challenges like low accuracy and overfitting. To address these issues effectively, it is essential to assess the integrity of the underlying problem. One effective approach to… read more here.
Keywords: transfer learning; small data; robustness transfer; recipes small ... See more keywords