Publications

SeekAView

SeekAView: An Intelligent Dimensionality Reduction Strategy for Navigating HD Data Spaces
Josua Krause, Aritra Dasgupta, Jean-Daniel Fekete, Enrico Bertini

IEEE Symposium on Large Data Analysis and Visualization (LDAV) — Oct 23, 2016
[page] [demo] [pdf] [bibtex]
Towards Understanding Human Similarity Perception in the Analysis of Large Sets of Scatter Plots

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

ACM CHI 2016 — May 2016
[pdf] [external] [bibtex] Honorable Mention
Prospector

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models
Josua Krause, Adam Perer, Kenney Ng

ACM CHI 2016 — May 2016
[page] [pdf] [video] [slides] [bibtex]
COQUITO

Supporting Iterative Cohort Construction with Visual Temporal Queries
Josua Krause, Adam Perer, Harry Stavropoulos

IEEE Transactions on Visualization and Computer Graphics (VAST 2015) — Oct 2015
[page] [pdf] [video] [slides] [bibtex]
INFUSE

INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data
Josua Krause, Adam Perer, Enrico Bertini

IEEE Transactions on Visualization and Computer Graphics (VAST 2014) — Oct 2014
[pdf] [video] [github] [slides] [external] [bibtex]
BusVis

Interactive Visualization for Real-Time Public Transport Journey Planning
Josua Krause, Marc Spicker, Leonard Wörteler, Matthias Schäfer, Leishi Zhang, Hendrik Strobelt

SIGRAD 2012 — Short Paper — 2012
[pdf] [github] [slides] [external] [bibtex]

Posters / Workshops

Rivelo

Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations
Paolo Tamagnini, Josua Krause, Aritra Dasgupta, Enrico Bertini

Workshop on Human-In-the-Loop Data Analytics (HILDA 2017) — May 14, 2017
[demo] [pdf] [github] [external] [bibtex]
Visual Analytics Explanations for Machine Learning

Explanatory Visual Analytics for Enhancing Human Interpretability of Machine Learning Models
Josua Krause, Aritra Dasgupta, Enrico Bertini

Visualization in Data Science (VDS at IEEE VIS 2016) — Oct 24, 2016
[page] [slides] [external]
Prospector

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models
Josua Krause, Adam Perer, Kenney Ng

Interactive Data Exploration and Analytics (IDEA) 2016 — Aug 14, 2016
[page] [pdf]
Using Visual Analytics to Interpret Predictive Machine Learning Models

Using Visual Analytics to Interpret Predictive Machine Learning Models
Josua Krause, Adam Perer, Enrico Bertini

2016 ICML Workshop on Human Interpretability in Machine Learning — Jun 22, 2016
[page] [pdf] [slides] [poster]
Visual Exploration of Temporal Data in Electronic Medical Records

Visual Exploration of Temporal Data in Electronic Medical Records
Josua Krause, Narges Razavian, Enrico Bertini, David Sontag

AMIA Annual Symposium (Poster) — Nov 16, 2015
[poster]
Visual Inspection of Longitudinal Electronic Medical Records

Visual Inspection of Longitudinal Electronic Medical Records
Josua Krause, Narges Razavian, Enrico Bertini, David Sontag

Visual Analytics in Health Care (Workshop) — Oct 25, 2015
[slides]
Data-Driven Cohort Construction with Interactive Visual Queries

Data-Driven Cohort Construction with Interactive Visual Queries
Josua Krause, Adam Perer

Visual Analytics in Health Care (Workshop) — Oct 25, 2015
INFUSE

INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data
Josua Krause, Adam Perer, Enrico Bertini

Moore Sloan Poster Session NYU (Poster) — May 2014
[external]
Annotation of Changes in Evolving Graphs

Annotation of Changes in Evolving Graphs
Josua Krause

Summer School Poster Session Universität Konstanz (Poster) — 2011

Notable Projects

Quick Server

Quick Server
Josua Krause

PyPI — Sep 15, 2016
[page] [github]
Quick Cache

Quick Cache
Josua Krause

PyPI — Sep 15, 2016
[page] [github]
Bubble Sets for JavaScript

Bubble Sets for JavaScript
Josua Krause

GitHub — June 2016
[github]
curl-chk

curl-chk
Josua Krause

GitHub — May 2015
[github]
patient-viz

patient-viz
Josua Krause, Narges Sharif Razavian, Enrico Bertini, David Sontag

GitHub — Jan 2015
[github]
jk-js

jk-js
Josua Krause

GitHub — Sep 2014
[github]
mustache.xq

mustache.xq
Josua Krause

GitHub — May 2013
[github]
JKanvas

JKanvas
Josua Krause

GitHub — Jul 2012
[github]
Bubble Sets

Bubble Sets
Josua Krause, Christopher Collins

GitHub — May 2011
[github]

Theses

Graph Comics

Graph Comics: Interactive Staging for Exploring Dynamic Graphs
Josua Krause

Master Thesis, Universität Konstanz — Mar 23, 2014
[pdf]
Annotation of Changes in Evolving Graphs

Annotation of Changes in Evolving Graphs — Annotation veränderlicher Graphen
Josua Krause

Bachelor Thesis, Universität Konstanz — Nov 10, 2011
[pdf]

Teaching

Information Visualization

Information Visualization
Teaching Assistant

NYU Tandon School of Engineering — Sep 2016
Information Visualization

Information Visualization
Teaching Assistant

NYU Tandon School of Engineering — Feb 2016
D3 Tutorial on Electronic Health Records

D3 Tutorial on Electronic Health Records — Introduction to Visual Analytics in Healthcare
Hands-on Tutorial Session

AMIA Annual Symposium — Nov 15, 2015
[github]
Information Visualization

Information Visualization
Teaching Assistant

NYU Tandon School of Engineering — Sep 2015
Information Visualization

Information Visualization
Teaching Assistant

NYU Tandon School of Engineering — Feb 2015
Concepts of Computer Science

Concepts of Computer Science
Teaching Assistant

Universität Konstanz — 2012
Concepts of Programming

Concepts of Programming
Teaching Assistant

Universität Konstanz — 2011