6 citations · 15 across the 13 of their papers we have counts for
3 papers · 1 filter
AutoCure: Automated Tabular Data Curation Technique for ML Pipelines
Mohamed Abdelaal, Rashmi Koparde, Harald Schoening
Machine learning algorithms have become increasingly prevalent in multiple domains, such as autonomous driving, healthcare, and finance. In such domains, data preparation remains a…
RTClean: Context-aware Tabular Data Cleaning using Real-time OFDs
Daniel Del Gaudio, Tim Schubert, Mohamed Abdelaal
Nowadays, machine learning plays a key role in developing plenty of applications, e.g., smart homes, smart medical assistance, and autonomous driving. A major challenge of these ap…
REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines
Mohamed Abdelaal, Christian Hammacher, Harald Schoening
Nowadays, machine learning (ML) plays a vital role in many aspects of our daily life. In essence, building well-performing ML applications requires the provision of high-quality da…