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researcher

F. Mualla

2 papers hereh-index 6196 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedInspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

49 citations · 64 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 49 cited

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

Sebastian Houben, Stephanie Abrecht, Maram Akila +38

The use of deep neural networks (DNNs) in safety-critical applications like mobile health and autonomous driving is challenging due to numerous model-inherent shortcomings. These s…

cs.CV2019★ 15 cited

The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data

Mario Amrehn, Firas Mualla, Elli Angelopoulou +2

Data analysis and machine learning have become an integrative part of the modern scientific methodology, providing automated techniques to predict further information based on obse…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.