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Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation
Melvin Johnson et al.
(in submission) 2016

Embedding Projector: Interactive Visualization and Interpretation of Embeddings.
Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg.
NIPS Conference Workshop 2016

Direct-Manipulation Visualization of Deep Networks
Daniel Smilkov, Shan Carter, D. Sculley, Fernanda B. Viégas, Martin Wattenberg
Invited paper, ICML 2016 Visualization Workshop
Invited paper, KDD 2016 IDEA Workshop

Interactive Visualization of Spatially Amplified GNSS Time‐Series Position Fields
Brendan J. Meade, William T. Freeman, Jimbo Wilson, Fernanda Viégas, Martin Wattenberg
Seismological Research Letters vol. 88 no. 1 126-130. (Nov. 2016)

How to Use t-SNE Effectively
Martin Wattenberg, Fernanda Viégas and Ian Johnson
Distill, Oct. 2016

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi et al.
arXiv:1603.04467 [cs.DC] 2015.
This is the tech report that documents Google’s TensorFlow platform for machine learning

Design and Redesign in Data Visualization
Fernanda Viégas and Martin Wattenberg.
Book chapter in Malofiej 22, SND-E, March 2015

Visualizing Statistical Mix Effects and Simpson's Paradox
Zan Armstrong and Martin Wattenberg
Proceedings of IEEE InfoVis 2014, IEEE

Google+Ripples: a native visualization of information flow
Fernanda Viégas, Martin Wattenberg, Jack Hebert, Geoffrey Borggaard, Alison Cichowlas, Jonathan Feinberg, Jon Orwant , Christopher Wren
Proceedings of the 22nd international conference on World Wide Web (WWW 2013)

Ad Click Prediction: a View from the Trenches
H. Brendan McMahan, Gary Holt, D. Sculley, Michael Young, Dietmar Ebner, Julian Grady, Lan Nie, Todd Phillips, Eugene Davydov, Daniel Golovin, Sharat Chikkerur, Dan Liu, Martin Wattenberg, Arnar Mar Hrafnkelsson, Tom Boulos, Jeremy Kubica
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) (2013)

The future of visualization
Fernanda Viégas & Martin Wattenberg
CNN.com editorial, April 19, 2011

Luscious
Fernanda Viégas & Martin Wattenberg
Book chapter in Net Works: case studies in web art and design
Ed. xtine burrough, Routledge 2011

Beautiful History: Visualizing Wikipedia
Fernanda Viégas & Martin Wattenberg
Book chapter in Beautiful Visualization: Looking at Data through the Eyes of Experts (Theory in Practice)
Ed. Julie Steele & Noah Ilinsky. O'Reilly Media, 2010

Case Study: Many Eyes
Fernanda Viégas & Martin Wattenberg
Book chapter in Open Government
Ed. Daniel Lathrop & Laurel Ruma. O'Reilly Media, 2010

Case Study: Many Eyes
Fernanda Viégas & Martin Wattenberg
Book chapter in Open Government
Ed. Daniel Lathrop & Laurel Ruma. O'Reilly Media, 2010

The Search for Love
Fernanda B. Viégas and Martin Wattenberg
Op-Ed, Boston Globe, December 21 2009



Answering Machine
Fernanda B. Viégas and Martin Wattenberg
Op-Chart, New York Times, December 21 2009

Os gr·ficos que podem mudar o mundo
Fernanda B. Viégas
Superinteressante Magazine, November 2009

Mapping Text with Phrase Nets
Frank van Ham, Martin Wattenberg, Fernanda B. Viégas
IEEE InfoVis 2009

Participatory Visualization with Wordle
Fernanda B. Viégas, Martin Wattenberg, Jonathan Feinberg
IEEE InfoVis 2009

Parallel Tag Clouds to Explore and Analyze Faceted Text Corpora
Christopher Collins, Fernanda B. Viégas, Martin Wattenberg
IEEE Symposium on Visual Analytics Science and Technology (VAST)

Collaborative Visualization
Frank van Ham and Fernanda B. Viégas, guest editors
IEEE Computer Graphics and Applications Journal, September/October 2009

An Intuitive Model of Perceptual Grouping for HCI Design

CHI 2009



Stacked Graphs: Geometry & Aesthetics
.
IEEE InfoVis 2008

The Word Tree: An Interactive Visual Concordance
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IEEE InfoVis 2008

Tag Clouds and the Case for Vernacular Visualization

ACM Interactions, XV.4 - July/August, 2008

Emerging Graphic Tool Gets People Talking.
Martin Wattenberg, Fernanda Viégas.
Harvard Business Review, published May 2008.

Centrality Based Visualization of Small World Graphs
Frank van Ham, Martin Wattenberg.

IEEE Eurovis 2008

Your Place or Mine? Visualization as a Community Component
Catalina M. Danis, Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss.
CHI, 2008.

Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage of Visualization Tools
Fernanda B. Viégas, Martin Wattenberg, Matt McKeon, Frank van Ham, Jesse Kriss.
HICSS, 2008.



Many Eyes: A Site for Visualization at Internet Scale .
Fernanda B. Viégas, Martin Wattenberg, Frank van Ham, Jesse Kriss, Matt McKeon. Infovis, 2007.

Visualizing Activity on Wikipedia with Chromograms.
Martin Wattenberg, Fernanda B. Viégas, and Kate Hollenbach.
Interact 2007.

Artistic Data Visualization: Beyond Visual Analytics.
Fernanda B. Viégas and Martin Wattenberg.
HCII, 2007.

The Hidden Order of Wikipedia.
Fernanda B. Viégas, Martin Wattenberg, and Matthew M. McKeon.
HCII, 2007.


Voyagers and Voyeurs: Supporting Asynchronous Collaborative Information Visualization
Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg.
CHI, 2007.

Talk Before You Type: Coordination in Wikipedia
Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss, Frank van Ham.
HICSS-40, 2007.

The Visual Side of Wikipedia
Fernanda B. Viégas.
HICSS-40, 2007.



Communication-Minded Visualization: A Call to Action
Fernanda B. Viégas, Martin Wattenberg.
IBM Systems Journal, 45(4), 2006.

Visual Exploration of Multivariate Graphs
Martin Wattenberg.
CHI 2006.

Visualizing Email Content: Portraying Relationships from Conversational Histories Fernanda B. Viégas, Scott Golder, Judith Donath.
CHI 2006.



Baby Names, Visualization, and Social Data Analysis
Martin Wattenberg.
InfoVis 2005.

A Note on Space-Filling Visualizations and Space-Filling Curves
Martin Wattenberg.
InfoVis 2005.

Revealing individual and collective pasts: Visualizations of online social archives Fernanda B. Viégas. Ph.D. Thesis, MIT Media Laboratory, 2005.

Bloggers' Expectations of Privacy and Accountability: An Initial Survey
Fernanda B. Viégas.
Journal of Computer-Mediated Communication Vol. 10, Issue 3, April 2005.

E-Mail Research: Targeting the Enterprise
Martin Wattenberg, Steve Rohall, Daniel Gruen, and Bernard Kerr.
Human-Computer Interaction 2005, Vol. 20, No. 1&2, Pages 139-162.


Flash Forums and ForumReader: Navigating a New Kind of Online Discussion
Kushal Dave, Martin Wattenberg, and Michael Muller.
CSCW 2004.

Artifacts of the Presence Era: Using Information Visualization to Create an Evocative Souvenir
Fernanda B. Viégas, Ethan Perry, Ethan Howe, and Judith Donath.
InfoVis2004.

Artifacts of the Presence Era: Visualizing Presence for Posterity
Fernanda B. Viégas, Ethan Perry, Judith Donath, and Ethan Howe.
Siggraph 2004.

Studying Cooperation and Conflict between Authors with history flow Visualizations Fernanda B. Viégas, Martin Wattenberg, and Kushal Dave.
CHI 2004.

Analyzing Perceptual Organization in Information Graphics
Martin Wattenberg, and Danyel Fisher.
Information Visualization, Vol 3, No. 2, 2004.

Newsgroup Crowds and Authorlines: Visualizing the Activity of Individuals in Conversational Cybersapces
Fernanda B. Viégas and Marc Smith.
HICSS-37, 2004.

Digital Artifacts for Remembering and Storytelling: PostHistory and Social Network Fragments
Fernanda B. Viégas, danah boyd, David H. Nguyen, Jeffrey Potter, and Judith Donath. HICSS-37, 2004.


A Model of Multi-Scale Perceptual Organization in Information Graphics
Martin Wattenberg, and Danyel Fisher.
InfoVis 2003.


Arc Diagrams: Visualizing Structure in Strings
Martin Wattenberg.
InfoVis 2002.

The chat circles series: explorations in designing abstract graphical communication interfaces
Judith Donath and Fernanda B. Viégas.
Designing Interactive Systems (DIS) 2002.

Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies
Ben Bederson, Ben Shneiderman, and Martin Wattenberg.
ACM Transactions on Graphics, Vol 21, No. 4. 2002.

PostHistory: Visualizing Email Networks Over Time
Fernanda B. Viégas and Judith Donath.
Sunbelt Social Network Conference XXII, 2002.


Ordered Treemap Layouts
Ben Shneiderman, and Martin Wattenberg.
InfoVis 2001.

Sketching a Graph to Query a Time-Series Database
Martin Wattenberg.
CHI 2001.


Visiphone
Judith Donath, Karrie Karahalios, and Fernanda B. Viégas.
ICAD 2000.


Chat Circles
Fernanda B. Viégas and Judith Donath.
CHI 1999.

Visualizing the Stock Market
Martin Wattenberg.
CHI 1999.

Persistent Conversations
Judith Donath, Karrie Karahalios and Fernanda B. Viégas .
Journal of computer Mediated Communication, Vol. 4, Number 4. June 1999.

A Fuzzy Commitment Scheme
Ari Juels, and Martin Wattenberg.
ACM Conference on Computer and Communications Security 1999.

Visualizing Conversations
Judith Donath, Karrie Karahalios, and Fernanda B. Viégas . HICSS-32, 1999.


Hillclimbing as a Baseline Method for the Evaluation of Stochastic Approximation Algorithms
Ari Juels, and Martin Wattenberg.
Neural Information Processing Systems 1995.