Concepedia

Author

Leila Arras

Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteORCID

Also Known As

Arras, Leila, Emma Manning, L Arras, Leila Arras

16

Publications

892

Citations

9

H-Index

34

Concepts

All Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteTechnische Universität Berlin
LA

About

Leila Arras is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in machine learning, data science, and engineering.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

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3

341

2

Language Studies

2

2

329

3

Cognitive Science

2

2

76

4

Management

1

1

11

5

Public Health

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11

Leila Arras

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8

Publications

559

Citations

8

H-Index

YearCitations

"What is relevant in a text document?": An interpretable machine learning approach

Leila Arras, Franziska Horn, Grégoire Montavon,

PLoS ONE

2017

265

CLEVR-XAI: A benchmark dataset for the ground truth evaluation of neural network explanations

Leila Arras, Ahmed Osman, Wojciech Samek

Information Fusion

2021

149

Explaining Recurrent Neural Network Predictions in Sentiment Analysis

Leila Arras, Grégoire Montavon, Klaus‐Robert Müller,

2017

64

Explainable sequence-to-sequence GRU neural network for pollution forecasting

Sara Mirzavand Borujeni, Leila Arras, Vignesh Srinivasan,

Scientific Reports

2023

27

Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI

Leila Arras, Ahmed Osman, Wojciech Samek

arXiv (Cornell University)

2020

19

Explaining Predictions of Non-Linear Classifiers in NLP

Leila Arras, Franziska Horn, Grégoire Montavon,

2016

12

Towards Ground Truth Evaluation of Visual Explanations

Ahmed Osman, Leila Arras, Wojciech Samek

arXiv (Cornell University)

2020

12

Causes of Outcome Learning: a causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome

Andreas Rieckmann, Piotr Dworzyński, Leila Arras,

International Journal of Epidemiology

2022

11

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