Josua Krause

Publication Activity (10 Years)

Years Active: 2012-2017
Publications (10 Years): 9

Top Topics

Machine Learning Models

Dimensional Data

Predictive Model

Interactive Visualization

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations. CoRR (2017)
Paolo Tamagnini, Josua Krause, Aritra Dasgupta, Enrico Bertini
Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations. HILDA@SIGMOD (2017)
Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations. VAST (2017)
Josua Krause, Adam Perer, Harry Stavropoulos
Supporting Iterative Cohort Construction with Visual Temporal Queries. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Josua Krause, Adam Perer, Kenney Ng
Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models. CHI (2016)
Josua Krause, Aritra Dasgupta, Jean-Daniel Fekete, Enrico Bertini
SeekAView: An intelligent dimensionality reduction strategy for navigating high-dimensional data spaces. LDAV (2016)
Anshul Vikram Pandey, Josua Krause, Cristian Felix, Jeremy Boy, Enrico Bertini
Towards Understanding Human Similarity Perception in the Analysis of Large Sets of Scatter Plots. CHI (2016)
Josua Krause, Adam Perer, Enrico Bertini
Using Visual Analytics to Interpret Predictive Machine Learning Models. CoRR (2016)
Josua Krause, Narges Razavian, Enrico Bertini, David A. Sontag
Visual Exploration of Temporal Data in Electronic Medical Records. AMIA (2015)
Josua Krause, Adam Perer, Enrico Bertini
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Josua Krause, Marc Spicker, Leonard Wörteler, Matthias Schäfer, Leishi Zhang, Hendrik Strobelt
Interactive Visualization for Real-time Public Transport Journey Planning. SIGRAD (2012)