Josua Krause

According to our database, Josua Krause authored at least 10 papers between 2012 and 2017.

Collaborative distances:

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

2017

Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations.

Paolo Tamagnini, Josua Krause, Aritra Dasgupta, Enrico Bertini

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations.

Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini

Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

2016

Supporting Iterative Cohort Construction with Visual Temporal Queries.

Josua Krause, Adam Perer, Harry Stavropoulos

IEEE Trans. Vis. Comput. Graph., 2016

Using Visual Analytics to Interpret Predictive Machine Learning Models.

Josua Krause, Adam Perer, Enrico Bertini

CoRR, 2016

SeekAView: An intelligent dimensionality reduction strategy for navigating high-dimensional data spaces.

Josua Krause, Aritra Dasgupta, Jean-Daniel Fekete, Enrico Bertini

Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization, 2016

Towards Understanding Human Similarity Perception in the Analysis of Large Sets of Scatter Plots.

Anshul Vikram Pandey, Josua Krause, Cristian Felix, Jeremy Boy, Enrico Bertini

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models.

Josua Krause, Adam Perer, Kenney Ng

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Visual Exploration of Temporal Data in Electronic Medical Records.

Josua Krause, Narges Razavian, Enrico Bertini, David A. Sontag

Proceedings of the AMIA 2015, 2015

2014

INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data.

Josua Krause, Adam Perer, Enrico Bertini

IEEE Trans. Vis. Comput. Graph., 2014

2012

Interactive Visualization for Real-time Public Transport Journey Planning.

Josua Krause, Marc Spicker, Leonard Wörteler, Matthias Schäfer, Leishi Zhang, Hendrik Strobelt

Proceedings of SIGRAD 2012, 2012