Franziska Horn

According to our database, Franziska Horn authored at least 14 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Forecasting industrial aging processes with machine learning methods.

Mihail Bogojeski, Simeon Sauer, Franziska Horn, Klaus-Robert Müller

Comput. Chem. Eng., 2021

Exploring Word Usage Change with Continuously Evolving Embeddings.

Franziska Horn

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Similarity encoder: A neural network architecture for learning similarity preserving embeddings.

Franziska Horn

PhD thesis, 2020

2019

The autofeat Python Library for Automatic Feature Engineering and Selection.

Franziska Horn, Robert Pack, Michael Rieger

CoRR, 2019

Automating the search for a patent's prior art with a full text similarity search.

Lea Helmers, Franziska Horn, Franziska Biegler, Tim Oppermann, Klaus-Robert Müller

CoRR, 2019

The autofeat Python Library for Automated Feature Engineering and Selection.

Franziska Horn, Robert Pack, Michael Rieger

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

The DALPHI annotation framework & how its pre-annotations can improve annotator efficiency.

Robert Greinacher, Franziska Horn

CoRR, 2018

2017

Learning similarity preserving representations with neural similarity encoders.

Franziska Horn, Klaus-Robert Müller

CoRR, 2017

Discovering topics in text datasets by visualizing relevant words.

Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek

CoRR, 2017

Exploring text datasets by visualizing relevant words.

Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek

CoRR, 2017

Interactive Exploration and Discovery of Scientific Publications with PubVis.

Franziska Horn

CoRR, 2017

Context encoders as a simple but powerful extension of word2vec.

Franziska Horn

Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017

2016

"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach.

Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek

CoRR, 2016

Explaining Predictions of Non-Linear Classifiers in NLP.

Leila Arras, Franziska Horn, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek

Proceedings of the 1st Workshop on Representation Learning for NLP, 2016