Josua Krause

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

Anshul Vikram Pandey, Enrico Bertini, Jeremy Boy, 2016, CHI.

Supporting Iterative Cohort Construction with Visual Temporal Queries

Josua Krause, Adam Perer, Harry Stavropoulos, 2016, IEEE Transactions on Visualization and Computer Graphics.

Using Visual Analytics to Interpret Predictive Machine Learning Models pdf

Enrico Bertini, Josua Krause, Adam Perer, 2016, ArXiv.

Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations

Enrico Bertini, Josua Krause, Aritra Dasgupta, 2017, HILDA@SIGMOD.

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

Jean-Daniel Fekete, Enrico Bertini, Josua Krause, 2016, 2016 IEEE 6th Symposium on Large Data Analysis and Visualization (LDAV).

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

Kenney Ng, Josua Krause, Adam Perer, 2016, CHI.

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

Yindalon Aphinyanagphongs, Enrico Bertini, Josua Krause, 2017, 2017 IEEE Conference on Visual Analytics Science and Technology (VAST).

ReproZip: 1.0.5

Vicky Steeves, Josua Krause, Martin von Gagern, 2016 .

Visual Exploration of Temporal Data in Electronic Medical Records

Enrico Bertini, Josua Krause, David Sontag, 2015, AMIA.

Interactive Visualization for Real-time Public Transport Journey Planning

Hendrik Strobelt, Marc Spicker, Josua Krause, 2012, SIGRAD.

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

Enrico Bertini, Josua Krause, Adam Perer, 2014, IEEE Transactions on Visualization and Computer Graphics.