Bill Howe

Lucy Lu Wang

CoRR, 2024

Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning.

[BibT_eX]

[DOI]

Bin Han

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness.

[BibT_eX]

[DOI]

Yiwei Yang

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings.

[BibT_eX]

[DOI]

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology.

[BibT_eX]

[DOI]

CoRR, 2023

Urban Spatiotemporal Data Synthesis via Neural Disaggregation.

[BibT_eX]

[DOI]

Bin Han

CoRR, 2023

Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking.

[BibT_eX]

[DOI]

Bin Han

CoRR, 2023

Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

AI is Reducing to Data Curation (Abstract).

[BibT_eX]

[DOI]

Proceedings of the 15th Alberto Mendelzon International Workshop on Foundations of Data Management (AMW 2023), 2023

2022

Technical Perspective: Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds?

[BibT_eX]

[DOI]

SIGMOD Rec., 2022

The Many Facets of Data Equity.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2022

Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2022

Responsible data management.

[BibT_eX]

[DOI]

Commun. ACM, 2022

Technical perspective: Visualization search: from sketching to natural language.

[BibT_eX]

[DOI]

Commun. ACM, 2022

Surj: Ontological Learning for Fast, Accurate, and Robust Hierarchical Multi-label Classification.

[BibT_eX]

[DOI]

Sean T. Yang

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification.

[BibT_eX]

[DOI]

Sean Yang

Bernease Herman

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Technical Perspective: From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight.

[BibT_eX]

[DOI]

SIGMOD Rec., 2021

COVID-19 Brings Data Equity Challenges to the Fore.

[BibT_eX]

[DOI]

Digit. Gov. Res. Pract., 2021

EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Database Repair Meets Algorithmic Fairness.

[BibT_eX]

[DOI]

Babak Salimi

SIGMOD Rec., 2020

Advice from SIGMOD/PODS 2020.

[BibT_eX]

[DOI]

SIGMOD Rec., 2020

SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Responsible Data Management.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

JECL: Joint Embedding and Cluster Learning for Image-Text Pairs.

[BibT_eX]

[DOI]

Sean T. Yang

Kuan-Hao Huang

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fairness-Aware Demand Prediction for New Mobility.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2019

Fairness in Practice: A Survey on Equity in Urban Mobility.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2019

Nutritional Labels for Data and Models.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2019

Data Management for Causal Algorithmic Fairness.

[BibT_eX]

[DOI]

Babak Salimi

IEEE Data Eng. Bull., 2019

Delineating Knowledge Domains in the Scientific Literature Using Visual Information.

[BibT_eX]

[DOI]

CoRR, 2019

In Defense of Synthetic Data.

[BibT_eX]

[DOI]

Luke Rodriguez

CoRR, 2019

Capuchin: Causal Database Repair for Algorithmic Fairness.

[BibT_eX]

[DOI]

CoRR, 2019

MultiDEC: Multi-Modal Clustering of Image-Caption Pairs.

[BibT_eX]

[DOI]

Sean T. Yang

Kuan-Hao Huang

CoRR, 2019

GraviTIE: Exploratory Analysis of Large-Scale Heterogeneous Image Collections.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Interventional Fairness: Causal Database Repair for Algorithmic Fairness.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Identifying the Central Figure of a Scientific Paper.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Beyond Open vs. Closed: Balancing Individual Privacy and Public Accountability in Data Sharing.

[BibT_eX]

[DOI]

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Database-Agnostic Workload Management.

[BibT_eX]

[DOI]

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations.

[BibT_eX]

[DOI]

Dominik Moritz

Jeffrey Heer

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Viziometrics: Analyzing Visual Information in the Scientific Literature.

[BibT_eX]

[DOI]

Jevin D. West

IEEE Trans. Big Data, 2018

Panel: A Debate on Data and Algorithmic Ethics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

The principles of tomorrow's university.

[BibT_eX]

[DOI]

F1000Research, 2018

Privacy-Preserving Synthetic Datasets Over Weakly Constrained Domains.

[BibT_eX]

[DOI]

Luke Rodriguez

CoRR, 2018

Query2Vec: NLP Meets Databases for Generalized Workload Analytics.

[BibT_eX]

[DOI]

Shrainik Jain

CoRR, 2018

MobilityMirror: Bias-Adjusted Transportation Datasets.

[BibT_eX]

[DOI]

Proceedings of the Big Social Data and Urban Computing, 2018

A Nutritional Label for Rankings.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

EZLearn: Exploiting Organic Supervision in Automated Data Annotation.

[BibT_eX]

[DOI]

Maxim Grechkin

Hoifung Poon

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Synthetic Data for Social Good.

[BibT_eX]

[DOI]

CoRR, 2017

EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation.

[BibT_eX]

[DOI]

Maxim Grechkin

Hoifung Poon

CoRR, 2017

Deep Mapping of the Visual Literature.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Fides: Towards a Platform for Responsible Data Science.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

DataSynthesizer: Privacy-Preserving Synthetic Datasets.

[BibT_eX]

[DOI]

Haoyue Ping

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation.

[BibT_eX]

[DOI]

Dylan Hutchison

Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2017

Data Science Education: We're Missing the Boat, Again.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

PhyloParser: A Hybrid Algorithm for Extracting Phylogenies from Dendrograms.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Profiling a GPU database implementation: a holistic view of GPU resource utilization on TPC-H queries.

[BibT_eX]

[DOI]

Emily Furst

Mark Oskin

Proceedings of the 13th International Workshop on Data Management on New Hardware, 2017

The Myria Big Data Management and Analytics System and Cloud Services.

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

Voyager 2: Augmenting Visual Analysis with Partial View Specifications.

[BibT_eX]

[DOI]

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2016

Lara: A Key-Value Algebra underlying Arrays and Relations.

[BibT_eX]

[DOI]

Dylan Hutchison

CoRR, 2016

Scalable clustering algorithms for continuous environmental flow cytometry.

[BibT_eX]

[DOI]

Bioinform., 2016

VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data.

[BibT_eX]

[DOI]

Jevin D. West

Proceedings of the 25th International Conference on World Wide Web, 2016

Towards a general-purpose query language for visualization recommendation.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

MusicDB: A Platform for Longitudinal Music Analytics.

[BibT_eX]

[DOI]

Jeremy Hyrkas

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

High variety cloud databases.

[BibT_eX]

[DOI]

Shrainik Jain

Dominik Moritz

Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015

The BigDAWG Polystore System.

[BibT_eX]

[DOI]

SIGMOD Rec., 2015

A Demonstration of the BigDAWG Polystore System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Query-Based Data Pricing.

[BibT_eX]

[DOI]

J. ACM, 2015

Perfopticon: Visual Query Analysis for Distributed Databases.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2015

Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria.

[BibT_eX]

[DOI]

Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics, 2015

Towards automated prediction of relationships among scientific datasets.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

GossipMap: a distributed community detection algorithm for billion-edge directed graphs.

[BibT_eX]

[DOI]

Seung-Hee Bae

Proceedings of the International Conference for High Performance Computing, 2015

Detecting and Dismantling Composite Visualizations in the Scientific Literature.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition Applications and Methods, 2015

Dismantling Composite Visualizations in the Scientific Literature.

[BibT_eX]

Proceedings of the ICPRAM 2015, 2015

Big Data Science Needs Big Data Middleware.

[BibT_eX]

[DOI]

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

Time-Varying Clusters in Large-Scale Flow Cytometry.

[BibT_eX]

[DOI]

Jeremy Hyrkas

Daniel Halperin

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

The database group at the University of Washington.

[BibT_eX]

[DOI]

Magdalena Balazinska

Victor Teixeira de Almeida

SIGMOD Rec., 2014

Helping scientists reconnect their datasets.

[BibT_eX]

[DOI]

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Should we all be teaching "intro to data science" instead of "intro to databases"?

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Demonstration of the Myria big data management service.

[BibT_eX]

[DOI]

Daniel Halperin

Proceedings of the International Conference on Management of Data, 2014

2013

Hadoop's Adolescence.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Managing Skew in Hadoop.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2013

Collaborative Science Workflows in SQL.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2013

Compiled Plans for In-Memory Path-Counting Queries.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on In Memory Data Management and Analytics, 2013

Real-time collaborative analysis with (almost) pure SQL: a case study in biogeochemical oceanography.

[BibT_eX]

[DOI]

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Education and career paths for data scientists.

[BibT_eX]

[DOI]

Magdalena Balazinska

Susan B. Davidson

Alexandros Labrinidis

Proceedings of the Conference on Scientific and Statistical Database Management, 2013

The power of data use management in action.

[BibT_eX]

[DOI]

Ravishankar Ramamurthy

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Toward practical query pricing with QueryMarket.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Massive scale cyber traffic analysis: a driver for graph database research.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Graph Data Management Experiences and Systems, 2013

Scalable Flow-Based Community Detection for Large-Scale Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Stop That Query! The Need for Managing Data Use.

[BibT_eX]

[DOI]

Ravishankar Ramamurthy

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

A Discussion on Pricing Relational Data.

[BibT_eX]

[DOI]

Proceedings of the In Search of Elegance in the Theory and Practice of Computation, 2013

2012

The HaLoop approach to large-scale iterative data analysis.

[BibT_eX]

[DOI]

VLDB J., 2012

SkewTune in Action: Mitigating Skew in MapReduce Applications.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

QueryMarket Demonstration: Pricing for Online Data Markets.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Advancing Declarative Query in the Long Tail of Science.

[BibT_eX]

[DOI]

Daniel Halperin

IEEE Data Eng. Bull., 2012

Virtual Appliances, Cloud Computing, and Reproducible Research.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2012

SkewTune: mitigating skew in mapreduce applications.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

VizDeck: self-organizing dashboards for visual analytics.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Poster: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters.

[BibT_eX]

[DOI]

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Abstract: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters.

[BibT_eX]

[DOI]

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Optimizing Large-Scale Semi-Naïve Datalog Evaluation in Hadoop.

[BibT_eX]

[DOI]

Proceedings of the Datalog in Academia and Industry - Second International Workshop, 2012

Designing good algorithms for MapReduce and beyond.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, SOCC '12, 2012

VizDeck: a card game metaphor for fast visual data exploration.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011

Data Markets in the Cloud: An Opportunity for the Database Community.

[BibT_eX]

[DOI]

Magdalena Balazinska

Proc. VLDB Endow., 2011

Database-as-a-Service for Long-Tail Science.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Towards Efficient and Precise Queries over Ten Million Asteroid Trajectory Models.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2011

Automatic example queries for ad hoc databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Parallel visualization on large clusters using MapReduce.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011

2010

HaLoop: Efficient Iterative Data Processing on Large Clusters.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Astronomy in the Cloud: Using MapReduce for Image Coaddition

[BibT_eX]

[DOI]

CoRR, 2010

Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2010

Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2010

COVE: A Visual Environment for Multidisciplinary Ocean Science Collaboration.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on e-Science, 2010

Skew-resistant parallel processing of feature-extracting scientific user-defined functions.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

2009

Scientific Mashups: Runtime-Configurable Data Product Ensembles.

[BibT_eX]

[DOI]

Harrison Green-Fishback

Proceedings of the Scientific and Statistical Database Management, 2009

Embracing Uncertainty in Large-Scale Computational Astrophysics.

[BibT_eX]

[DOI]

Andrew J. Connolly

Carlos Eduardo Scheidegger

Proceedings of the Third VLDB workshop on Management of Uncertain Data (MUD2009) in conjunction with VLDB 2009, 2009

Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help?

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

2008

Scientific Exploration in the Era of Ocean Observatories.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2008

Quarrying dataspaces: Schemaless profiling of unfamiliar information sources.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

End-to-End eScience: Integrating Workflow, Query, Visualization, and Provenance at an Ocean Observatory.

[BibT_eX]

[DOI]

António M. Baptista

Cláudio T. Silva

Proceedings of the Fourth International Conference on e-Science, 2008

Scientific Mashups: Runtime-Configurable Data Product Ensembles.

[BibT_eX]

[DOI]

Harrison Green-Fishback

Proceedings of the Fourth International Conference on e-Science, 2008

2007

Smoothing the ROI Curve for Scientific Data Management Applications.

[BibT_eX]

[DOI]

Laura Bright

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

Managing the Forecast Factory.

[BibT_eX]

[DOI]

Laura Bright

Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

2005

Algebraic manipulation of scientific datasets.

[BibT_eX]

[DOI]

VLDB J., 2005

Retrofitting a Data Model to Existing Environmental Data.

[BibT_eX]

Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Querying and Visualizing Gridded Datasets for e-Science.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

2004

Logical and Physical Data Independence for Native Scientific Data Repositories.

[BibT_eX]

[DOI]