🗺️
A GPU-friendly Geometric Data Model and Algebra for Spatial Queries
Harish Doraiswamy, Juliana Freire
SIGMOD
Research Output
Publications
Selected publications from the lab, organized by year. Use the search and filters to quickly find relevant work.
73 results
Year
Type
Topic
20
2020
21 publications
📁
BugDoc: Algorithms to Debug Computational Processes
Raoni Lourenço, Juliana Freire, Dennis Shasha
SIGMOD
🏥
COVID-19 Transforms Health Care Through Telemedicine: Evidence from the Field
Devin M. Mann, Ji Chen, Rumi Chunara, Paul A. Testa, Oded Nov
JAMIA
📁
Data-Driven Domain Discovery for Structured Datasets
Masayo Ota, Heiko Mueller, Juliana Freire, Divesh Srivastava
VLDB
data-managementView details
🔄
Exploring Reproducibility in Visualization
Jean-Daniel Fekete, Juliana Freire, Theresa-Marie Rhyne
IEEE Computer Graphics and Applications
📊
FlowSense: A Natural Language Interface for Visual Data Exploration within a Dataflow System
Bowen Yu, Claudio Silva
IEEE Transactions on Visualization and Computer Graphics
🧠
Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis
Heejong Kim, Sungmin Hong, Martin Styner, Joseph Piven, Kelly N. Botteron, Guido Gerig
MICCAI
🤖
Learning Geo-Contextual Embeddings for Commuting Flow Prediction
Zhicheng Liu, Fabio Miranda, Weiting Xiong, Junyan Yang, Qiao Wang, Claudio Silva
AAAI
📊
Motion Browser: Visualizing and Understanding Complex Upper Limb Movement Under Obstetrical Brachial Plexus Injuries
Gromit Yeuk-Yin Chan, Luis Gustavo Nonato, Alice Chu, Preeti Raghavan, Viswanath Aluru, Claudio Silva
IEEE Transactions on Visualization and Computer Graphics
⚖️
No Computation without Representation: Avoiding Data and Algorithm Biases through Diversity
Caitlin Kuhlman, Latifa Jackson, Rumi Chunara
KDD
📊
OpenSpace: A System for Astrographics
Alexander Bock, Anders Ynnerman, Emil Axelsson, Jonathas Costa, Gene Payne, Micah Acinapura, Vivian Trakinski, Carter Emmart, Claudio Silva, Charles Hansen
IEEE Transactions on Visualization and Computer Graphics
📊
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines
Jorge Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Claudio Silva
IEEE Transactions on Visualization and Computer Graphics
🤖
Real-Time Clustering for Large Sparse Online Visitor Data
Gromit Yeuk-Yin Chan, Fan Du, Ryan A. Rossi, Anup B. Rao, Eunyee Koh, Claudio Silva, Juliana Freire
WWW
📁
🏥
Telemedicine and Healthcare Disparities: A Cohort Study in a Large Healthcare System in New York City during COVID-19
Rumi Chunara, Yuan Zhao, Ji Chen, Katharine Lawrence, Paul A Testa, Oded Nov, Devin M Mann
JAMIA
💡
The Imperative of Interpretable Machines
Julia Stoyanovich, Jay J Van Bavel, Tessa V West
Nature Machine Intelligence
📊
TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data
Harish Doraiswamy, Julien Tierny, Paulo J. S. Silva, Luis Gustavo Nonato, Claudio Silva
IEEE Transactions on Visualization and Computer Graphics
📊
Truncating the Y-Axis: Threat or Menace?
Michael Correll, Enrico Bertini, Steven Franconeri
CHI
visualizationView details
📊
Unwind: Interactive Fish Straightening
Francis Williams, Alexander Bock, Harish Doraiswamy, Cassandra Donatelli, Kayla Hall, Adam Summers, Daniele Panozzo, Claudio Silva
CHI
📊
Urban Mosaic: Visual Exploration of Streetscapes Using Large-Scale Image Data
Fabio Miranda, Maryam Hosseini, Marcos Lage, Harish Doraiswamy, Graham Dove, Claudio Silva
CHI
📊
ViCE: Visual Counterfactual Explanations for Machine Learning Models
Oscar Gomez, Steffen Holter, Jun Yuan, Enrico Bertini
IUI
19
2019
24 publications
🔄
A Large-scale Study about Quality and Reproducibility of Jupyter Notebooks
João Pimentel, Leonardo Murta, Vanessa Braganholo, Juliana Freire
MSR
reproducibilityView details
📄
A Topic-Agnostic Approach for Identifying Fake News Pages
Sonia Castelo, Thais Almeida, Anas Elghafari, Aécio Santos, Kien Pham, Eduardo Nakamura, Juliana Freire
WWW
⚡
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar
Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenco, Remi Rampin, Kyunghyun Cho, Claudio Silva, Juliana Freire
AutoML Workshop at ICML
⚖️
📁
Data Debugging and Exploration with Vizier
Mike Brachmann, Carlos Bautista, Sonia Castelo, Su Feng, Juliana Freire, Boris Glavic, Oliver Kennedy, Heiko Mueller, Rémi Rampin, William Spoth, Ying Yang
SIGMOD
🤖
🧬
Deep Geometric Prior for Surface Reconstruction
Francis Williams, Teseo Schneider, Claudio Silva, Denis Zorin, Joan Bruna, Daniele Panozzo
CVPR
⚖️
⚖️
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions
Sebastian Schelter, Yuxuan He, Jatin Khilnani, Julia Stoyanovich
EDBT
🧬
Gradient Dynamics of Shallow Univariate ReLU Networks
Francis Williams, Matthew Trager, Claudio Silva, Daniele Panozzo, Denis Zorin, Joan Bruna
NeurIPS
📊
HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation
Jorge Piazentin Ono, Arvi Gjoka, Justin Salamon, Carlos Dietrich, Claudio Silva
CHI
📊
Lessons Learned Developing a Visual Analytics Solution for Investigative Analysis of Scamming Activities
Jay Koven, Cristian Felix, Hossein Siadati, Markus Jakobsson, Enrico Bertini
IEEE Transactions on Visualization and Computer Graphics
⚖️
MithraRanking: A System for Responsible Ranking Design
Yifan Guan, Abolfazl Asudeh, Pranav Mayuram, H.V. Jagadish, Julia Stoyanovich, Gerome Miklau, Gautam Das
SIGMOD
📄
🏙️
Quantifying the Presence of Graffiti in Urban Environments
Eric K. Tokuda, Roberto M. Cesar, Claudio Silva
IEEE BigComp
🏥
Race, Ethnicity and National Origin-based Discrimination in Social Media and Hate Crimes Across 100 US Cities
Kunal Relia, Zhengyi Li, Stephanie H. Cook, Rumi Chunara
ICWSM
📊
RuleMatrix: Visualizing and Understanding Classifiers with Rules
Yao Ming, Huamin Qu, Enrico Bertini
IEEE Transactions on Visualization and Computer Graphics
📊
Shadow Accrual Maps: Efficient Accumulation of City-Scale Shadows Over Time
Fabio Miranda, Harish Doraiswamy, Marcos Lage, Luc Wilson, Mondrian Hsieh, Claudio Silva
IEEE Transactions on Visualization and Computer Graphics
🏙️
SONYC: A System for Monitoring, Analyzing, and Mitigating Urban Noise Pollution
Juan Pablo Bello, Claudio Silva, Oded Nov, R. Luke DuBois, Anish Arora, Justin Salamon, Charles Mydlarz, Harish Doraiswamy
Communications of the ACM
🧠
Spatiotemporal Modeling for Image Time Series with Appearance Change: Application to Early Brain Development
James Fishbaugh, Martin Styner, Karen Grewen, John H. Gilmore, Guido Gerig
MBIA@MICCAI
🏙️
The Life of a New York City Noise Sensor Network
Charlie Mydlarz, Mohit Sharma, Yitzchak Lockerman, Ben Steers, Claudio Silva, Juan Pablo Bello
Sensors
⚖️
Transparency, Fairness, Data Protection, Neutrality: Data Management Challenges in the Face of New Regulation
Serge Abiteboul, Julia Stoyanovich
Journal of Data and Information Quality
🧠
User-Guided Segmentation of Multi-modality Medical Imaging Datasets with ITK-SNAP
Paul A. Yushkevich, A. Pashchinskiy, I. Oguz, S. Mohan, J.E. Schmitt, J.M. Stein, D. Zukić, J. Vicory, M. McCormick, N. Yushkevich, N. Schwartz, Y. Gao, Guido Gerig
Neuroinformatics
⚡
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation
Aécio Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Claudio Silva, Enrico Bertini, Juliana Freire
HILDA@SIGMOD
18
2018
11 publications
⚡
AlphaD3M: Machine Learning Pipeline Synthesis
Iddo Drori, Yamuna Krishnamurthy, Remi Rampin, Raoni Lourenco, Jorge Piazentin Ono, Kyunghyun Cho, Claudio Silva, Juliana Freire
AutoML Workshop at ICML
📊
ARIES: Enabling Visual Exploration and Organization of Art Image Collections
Lhaylla Crissaff, Louisa Wood Ruby, Samantha Deutch, R. Luke DuBois, Jean-Daniel Fekete, Juliana Freire, Claudio Silva
IEEE Computer Graphics and Applications
📊
Baseball Timeline: Summarizing Baseball Plays Into a Static Visualization
Jorge Piazentin Ono, Carlos Dietrich, Claudio Silva
Computer Graphics Forum
📊
Interactive Visual Exploration of Spatio-Temporal Urban Data Sets Using Urbane
Harish Doraiswamy, Evangeline Tzirita Zacharatou, Fabio Miranda, Marcos Lage, Anastasia Ailamaki, Claudio Silva, Juliana Freire
SIGMOD
📈
🔄
Provenance and the Different Flavors of Computational Reproducibility
Juliana Freire, Fernando Chirigati
IEEE Data Engineering Bulletin
🔄
ReproServer: Making Reproducibility Easier and Less Intensive
Remi Rampin, Fernando Chirigati, Vicky Steeves, Juliana Freire
arXiv
reproducibilityView details
📊
Spatio-Temporal Urban Data Analysis: A Visual Analytics Perspective
Harish Doraiswamy, Juliana Freire, Marcos Lage, Fabio Miranda, Claudio Silva
IEEE Computer Graphics and Applications
📊
Taking Word Clouds Apart: An Empirical Investigation of the Design Space for Keyword Summaries
Cristian Felix, Steven Franconeri, Enrico Bertini
IEEE Transactions on Visualization and Computer Graphics
visualizationView details
📊
The Exploratory Labeling Assistant: Mixed-Initiative Label Curation with Large Document Collections
Cristian Felix, Aritra Dasgupta, Enrico Bertini
UIST
📊
Time Lattice: A Data Structure for the Interactive Visual Analysis of Large Time Series
Fabio Miranda, Marcos Lage, Harish Doraiswamy, Charlie Mydlarz, Justin Salamon, Yitzchak Lockerman, Juliana Freire, Claudio Silva
Computer Graphics Forum
17
2017
6 publications
📊
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations
Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini
IEEE VAST
🗺️
GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons
Evangeline Tzirita Zacharatou, Harish Doraiswamy, Anastasia Ailamaki, Claudio Silva, Juliana Freire
VLDB
📊
Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations
Paolo Tamagnini, Josua Krause, Aritra Dasgupta, Enrico Bertini
HILDA@SIGMOD
🧠
ITK-SNAP: An Interactive Medical Image Segmentation Tool to Meet the Need for Expert-Guided Segmentation of Complex Medical Images
Paul Yushkevich, Guido Gerig
IEEE Pulse
📊
SeekAView: An Intelligent Dimensionality Reduction Strategy for Navigating HD Data Spaces
Josua Krause, Aritra Dasgupta, Jean-Daniel Fekete, Enrico Bertini
IEEE LDAV
📊
Showing People Behind Data: Does Anthropomorphizing Visualizations Elicit More Empathy for Human Rights Data?
Jeremy Boy, Margaret Satterthwaite, Anshul Vikram Pandey, Oded Nov, John Emerson, Enrico Bertini
CHI
16
2016
11 publications
🗺️
A GPU-Based Index to Support Interactive Spatio-Temporal Queries over Historical Data
Harish Doraiswamy, Huy T. Vo, Claudio Silva, Juliana Freire
IEEE ICDE
🏙️
Anonymizing NYC Taxi Data: Does It Matter?
Marie Douriez, Harish Doraiswamy, Claudio Silva, Juliana Freire
IEEE DSAA
🏙️
Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets
Fernando Chirigati, Harish Doraiswamy, Theodoros Damoulas, Juliana Freire
SIGMOD
🔄
ReproZip: Computational Reproducibility With Ease
Fernando Chirigati, Remi Rampin, Dennis Shasha, Juliana Freire
SIGMOD
reproducibilityView details
📊
Statcast Dashboard: Exploration of Spatiotemporal Baseball Data
Marcos Lage, Jorge Piazentin Ono, Daniel Cervone, Justin Chiang, Carlos Dietrich, Claudio Silva
IEEE Computer Graphics and Applications
📊
TaxiVis: Exploring Taxi Trip Data
Nivan Ferreira, Jorge Poco, Huy T. Vo, Juliana Freire, Claudio Silva
IEEE Transactions on Visualization and Computer Graphics
📊
TextTile: An Interactive Visualization Tool for Seamless Exploratory Analysis of Structured Data and Unstructured Text
Cristian Felix, Anshul Vikram Pandey, Enrico Bertini
IEEE VAST
📊
Urban Pulse: Capturing the Rhythm of Cities
Fabio Miranda, Harish Doraiswamy, Marcos Lage, Kai Zhao, Bruno Gonçalves, Luc Wilson, Mondrian Hsieh, Claudio Silva
IEEE Transactions on Visualization and Computer Graphics
📊
VisFlow – Web-based Visualization Framework for Tabular Data with a Subset Flow Model
Bowen Yu, Claudio Silva
IEEE VAST
📊
Visual Analysis of Bike-Sharing Systems
Gustavo Oliveira, Joel Sotomayor, Rafael Torchelsen, Claudio Silva, João Comba
Computers & Graphics
📊
Visually Exploring Transportation Schedules
Cesar Palomo, Zhan Guo, Claudio Silva, Juliana Freire
IEEE Transactions on Visualization and Computer Graphics