Search Results for author: Mohamed-Ali Tnani

Found 2 papers, 1 papers with code

Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data

no code implementations28 Sep 2022 Yuqicheng Zhu, Mohamed-Ali Tnani, Timo Jahnz, Klaus Diepold

However, the learning efficiency strongly relies on the initial model, resulting in the trade-off between the size of the initial dataset and the query number.

Active Learning Few-Shot Learning +2

Smart Data Collection System for Brownfield CNC Milling Machines: A New Benchmark Dataset for Data-Driven Machine Monitoring

1 code implementation Procedia CIRP 2022 Mohamed-Ali Tnani, Michael Feil, Klaus Diepold

To enhance the scalability of machine learning in real-world applications, this paper presents a benchmark dataset for process monitoring of brownfield milling machines based on acceleration data.

BIG-bench Machine Learning Philosophy +2

Cannot find the paper you are looking for? You can Submit a new open access paper.