Bill Howe

183 papers A* 13A 9B 13C 2Journal 83Unranked 60
YearRankTypeTitle / Venue / Authors
2025 J jnl
Can Large Language Models Integrate Spatial Data? Empirical Insights into Reasoning Strengths and Computational Weaknesses.
CoRR
Bin Han, Robert Wolfe, Anat Caspi, Bill Howe
2025 — conf
Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs.
ACL (Findings)
Chenjun Xu, Bingbing Wen, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe
2025 J jnl
Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs.
CoRR
Chenjun Xu, Bingbing Wen, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe
2025 J jnl
Epistemic Alignment: A Mediating Framework for User-LLM Knowledge Delivery.
CoRR
Nicholas Clark, Hua Shen, Bill Howe, Tanushree Mitra
2025 J jnl
Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?
CoRR
Yiwei Yang, Chung Peng Lee, Shangbin Feng, Dora Zhao, Bingbing Wen, Anthony Z. Liu, Yulia Tsvetkov, Bill Howe
2025 A* conf
Fragments to Facts: Partial-Information Fragment Inference from LLMs.
ICML
Lucas Rosenblatt, Bin Han, Robert Wolfe, Bill Howe
2025 J jnl
Fragments to Facts: Partial-Information Fragment Inference from LLMs.
CoRR
Lucas Rosenblatt, Bin Han, Robert Wolfe, Bill Howe
2025 J jnl
Know Your Limits: A Survey of Abstention in Large Language Models.
Trans. Assoc. Comput. Linguistics
Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang
2025 J jnl
Understanding Privacy Norms Around LLM-Based Chatbots: A Contextual Integrity Perspective.
CoRR
Sarah Tran, Hongfan Lu, Isaac Slaughter, Bernease Herman, Aayushi Dangol, Yue Fu, Lufei Chen, Biniyam Gebreyohannes, Bill Howe, Alexis Hiniker, Nicholas M. Weber, Robert Wolfe
2024 J jnl
Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives.
CoRR
Lucas Rosenblatt, Bill Howe, Julia Stoyanovich
2024 — conf
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations.
EMNLP (Findings)
Bingbing Wen, Bill Howe, Lucy Lu Wang
2024 J jnl
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations.
CoRR
Bingbing Wen, Bill Howe, Lucy Lu Wang
2024 — conf
Dataset Scale and Societal Consistency Mediate Facial Impression Bias in Vision-Language AI.
AIES (1)
Robert Wolfe, Aayushi Dangol, Alexis Hiniker, Bill Howe
2024 J jnl
Dataset Scale and Societal Consistency Mediate Facial Impression Bias in Vision-Language AI.
CoRR
Robert Wolfe, Aayushi Dangol, Alexis Hiniker, Bill Howe
2024 — conf
Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness.
HICSS
Yiwei Yang, Bill Howe
2024 J jnl
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy.
SIGMOD Rec.
Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua R. Loftus, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, Julia Stoyanovich
2024 — conf
Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning.
HICSS
Bin Han, Bill Howe
2024 A* conf
Label-Efficient Group Robustness via Out-of-Distribution Concept Curation.
CVPR
Yiwei Yang, Anthony Z. Liu, Robert Wolfe, Aylin Caliskan, Bill Howe
2024 — conf
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings.
FAccT
Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva Maxfield Brown, Zening Qu, Nic Weber, Bill Howe
2024 J jnl
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings.
CoRR
Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva Brown, Zening Qu, Nic Weber, Bill Howe
2024 — conf
ML-EAT: A Multilevel Embedding Association Test for Interpretable and Transparent Social Science.
AIES (1)
Robert Wolfe, Alexis Hiniker, Bill Howe
2024 J jnl
ML-EAT: A Multilevel Embedding Association Test for Interpretable and Transparent Social Science.
CoRR
Robert Wolfe, Alexis Hiniker, Bill Howe
2024 J jnl
PathwayBench: Assessing Routability of Pedestrian Pathway Networks Inferred from Multi-City Imagery.
CoRR
Yuxiang Zhang, Bill Howe, Sachin Mehta, Nicholas Bolten, Anat Caspi
2024 J jnl
Reliable, Routable, and Reproducible: Collection of Pedestrian Pathways at Statewide Scale.
CoRR
Yuxiang Zhang, Bill Howe, Anat Caspi
2024 — conf
Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study.
AIES (1)
Robert Wolfe, Aayushi Dangol, Bill Howe, Alexis Hiniker
2024 J jnl
Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study.
CoRR
Robert Wolfe, Aayushi Dangol, Bill Howe, Alexis Hiniker
2024 — conf
SARN: Structurally-Aware Recurrent Network for Spatio-Temporal Disaggregation.
SIGSPATIAL/GIS
Bin Han, Bill Howe
2024 J jnl
The Art of Refusal: A Survey of Abstention in Large Language Models.
CoRR
Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang
2024 J jnl
Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models (Vision Paper).
CoRR
Bin Han, Yiwei Yang, Anat Caspi, Bill Howe
2024 — conf
Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models.
SIGSPATIAL/GIS
Bin Han, Yiwei Yang, Anat Caspi, Bill Howe
2023 — conf
AI is Reducing to Data Curation (Abstract).
AMW
Bill Howe
2023 J jnl
Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking.
CoRR
Bin Han, Bill Howe
2023 — conf
Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias.
FAccT
Robert Wolfe, Yiwei Yang, Bill Howe, Aylin Caliskan
2023 J jnl
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy.
Proc. VLDB Endow.
Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua R. Loftus, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, Julia Stoyanovich
2023 J jnl
InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models.
CoRR
Bingbing Wen, Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Bill Howe, Lijuan Wang
2023 J jnl
Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology.
CoRR
Lucas Rosenblatt, Bin Han, Erin Posthumus, Theresa Crimmins, Bill Howe
2023 J jnl
Urban Spatiotemporal Data Synthesis via Neural Disaggregation.
CoRR
Bin Han, Bill Howe
2022 J jnl
Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias.
CoRR
Robert Wolfe, Yiwei Yang, Bill Howe, Aylin Caliskan
2022 J jnl
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy.
CoRR
Lucas Rosenblatt, Anastasia Holovenko, Taras Rumezhak, Andrii Stadnik, Bernease Herman, Julia Stoyanovich, Bill Howe
2022 A* conf
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification.
NeurIPS
Sean Yang, Bernease Herman, Bill Howe
2022 J jnl
Responsible data management.
Commun. ACM
Julia Stoyanovich, Serge Abiteboul, Bill Howe, H. V. Jagadish, Sebastian Schelter
2022 — conf
Surj: Ontological Learning for Fast, Accurate, and Robust Hierarchical Multi-label Classification.
WWW (Companion Volume)
Sean T. Yang, Bill Howe
2022 J jnl
Technical Perspective: Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds?
SIGMOD Rec.
Bill Howe
2022 J jnl
Technical perspective: Visualization search: from sketching to natural language.
Commun. ACM
Bill Howe
2022 J jnl
The Many Facets of Data Equity.
ACM J. Data Inf. Qual.
H. V. Jagadish, Julia Stoyanovich, Bill Howe
2021 J jnl
COVID-19 Brings Data Equity Challenges to the Fore.
Digit. Gov. Res. Pract.
H. V. Jagadish, Julia Stoyanovich, Bill Howe
2021 — conf
EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data.
SIGMOD Conference
An Yan, Bill Howe
2021 J jnl
Technical Perspective: From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight.
SIGMOD Rec.
Bill Howe
2021 — conf
The Many Facets of Data Equity.
EDBT/ICDT Workshops
H. V. Jagadish, Julia Stoyanovich, Bill Howe
2020 J jnl
Advice from SIGMOD/PODS 2020.
SIGMOD Rec.
David Maier, Rachel Pottinger, AnHai Doan, Eduard C. Dragut, Bill Howe, Joanne Lateulere, John Lateulere, Mostafa Milani, Tilmann Rabl, Dan Suciu, Yufei Tao, Wang-Chiew Tan, Kristin Tufte
2020 J jnl
Database Repair Meets Algorithmic Fairness.
SIGMOD Rec.
Babak Salimi, Bill Howe, Dan Suciu
2020 A* conf
Fairness-Aware Demand Prediction for New Mobility.
AAAI
An Yan, Bill Howe
2020 B conf
JECL: Joint Embedding and Cluster Learning for Image-Text Pairs.
ICPR
Sean T. Yang, Kuan-Hao Huang, Bill Howe
2020 J jnl
Responsible Data Management.
Proc. VLDB Endow.
Julia Stoyanovich, Bill Howe, H. V. Jagadish
2020 J jnl
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra.
CoRR
Yisu Remy Wang, Shana Hutchison, Jonathan Leang, Bill Howe, Dan Suciu
2020 J jnl
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra.
Proc. VLDB Endow.
Yisu Remy Wang, Shana Hutchison, Dan Suciu, Bill Howe, Jonathan Leang
2019 — conf
Beyond Open vs. Closed: Balancing Individual Privacy and Public Accountability in Data Sharing.
FAT
Meg Young, Luke Rodriguez, Emily Keller, Feiyang Sun, Boyang Sa, Jan Whittington, Bill Howe
2019 J jnl
Capuchin: Causal Database Repair for Algorithmic Fairness.
CoRR
Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu
2019 J jnl
Data Management for Causal Algorithmic Fairness.
CoRR
Babak Salimi, Bill Howe, Dan Suciu
2019 J jnl
Data Management for Causal Algorithmic Fairness.
IEEE Data Eng. Bull.
Babak Salimi, Bill Howe, Dan Suciu
2019 A conf
Database-Agnostic Workload Management.
CIDR
Shrainik Jain, Jiaqi Yan, Thierry Cruanes, Bill Howe
2019 J jnl
Delineating Knowledge Domains in the Scientific Literature Using Visual Information.
CoRR
Sean T. Yang, Po-Shen Lee, Jevin D. West, Bill Howe
2019 — conf
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems.
SIGSPATIAL/GIS
An Yan, Bill Howe
2019 J jnl
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems.
CoRR
An Yan, Bill Howe
2019 J jnl
Fairness in Practice: A Survey on Equity in Urban Mobility.
IEEE Data Eng. Bull.
An Yan, Bill Howe
2019 A* conf
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations.
CHI
Dominik Moritz, Bill Howe, Jeffrey Heer
2019 J jnl
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco.
IEEE Trans. Vis. Comput. Graph.
Dominik Moritz, Chenglong Wang, Greg L. Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey Heer
2019 A* conf
GraviTIE: Exploratory Analysis of Large-Scale Heterogeneous Image Collections.
WWW
Sean T. Yang, Luke Rodriguez, Jevin D. West, Bill Howe
2019 A conf
Identifying the Central Figure of a Scientific Paper.
ICDAR
Sean T. Yang, Po-Shen Lee, Lia Kazakova, Abhishek Joshi, Bum Mook Oh, Jevin D. West, Bill Howe
2019 J jnl
In Defense of Synthetic Data.
CoRR
Luke Rodriguez, Bill Howe
2019 — conf
Interventional Fairness: Causal Database Repair for Algorithmic Fairness.
SIGMOD Conference
Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu
2019 A conf
MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science.
CIKM
Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish, Bill Howe, Julia Stoyanovich
2019 J jnl
MultiDEC: Multi-Modal Clustering of Image-Caption Pairs.
CoRR
Sean T. Yang, Kuan-Hao Huang, Bill Howe
2019 J jnl
Nutritional Labels for Data and Models.
IEEE Data Eng. Bull.
Julia Stoyanovich, Bill Howe
2018 — conf
A Nutritional Label for Rankings.
SIGMOD Conference
Ke Yang, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau
2018 J jnl
A Nutritional Label for Rankings.
CoRR
Ke Yang, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau
2018 J jnl
Database-Agnostic Workload Management.
CoRR
Shrainik Jain, Jiaqi Yan, Thierry Cruanes, Bill Howe
2018 A* conf
EZLearn: Exploiting Organic Supervision in Automated Data Annotation.
IJCAI
Maxim Grechkin, Hoifung Poon, Bill Howe
2018 — conf
MobilityMirror: Bias-Adjusted Transportation Datasets.
BiDU@VLDB
Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe
2018 J jnl
MobilityMirror: Bias-Adjusted Transportation Datasets.
CoRR
Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe
2018 J jnl
Panel: A Debate on Data and Algorithmic Ethics.
Proc. VLDB Endow.
Julia Stoyanovich, Bill Howe, H. V. Jagadish, Gerome Miklau
2018 J jnl
Privacy-Preserving Synthetic Datasets Over Weakly Constrained Domains.
CoRR
Luke Rodriguez, Bill Howe
2018 J jnl
Query2Vec: NLP Meets Databases for Generalized Workload Analytics.
CoRR
Shrainik Jain, Bill Howe
2018 — conf
Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management.
SIGMOD Conference
Julia Stoyanovich, Bill Howe, H. V. Jagadish
2018 J jnl
The principles of tomorrow's university.
F1000Research
Daniel S. Katz, Gabrielle Allen, Lorena A. Barba, Devin R. Berg, Holly Bik, Carl Boettiger, Christine L. Borgman, C. Titus Brown, Stuart Buck, Randy Burd, Anita de Waard, Martin Paul Eve, Brian E. Granger, Josh Greenberg, Adina Howe, Bill Howe, May Khanna, Timothy L. Killeen, Matthew S. Mayernik, Erin C. McKiernan, Chris Mentzel, Nirav C. Merchant, Kyle E. Niemeyer, Laura Norén, Sarah M. Nusser, Daniel A. Reed, Edward Seidel, MacKenzie Smith, Jeffrey R. Spies, Matthew J. Turk, John D. Van Horn, Jay Walsh
2018 J jnl
Viziometrics: Analyzing Visual Information in the Scientific Literature.
IEEE Trans. Big Data
Po-Shen Lee, Jevin D. West, Bill Howe
2017 — ed.
9th USENIX Workshop on the Theory and Practice of Provenance, TaPP 2017, Seattle, WA, USA, June 23, 2017.
TaPP
Adam Bates, Bill Howe
2017 A* conf
Data Science Education: We're Missing the Boat, Again.
ICDE
Bill Howe, Michael J. Franklin, Laura M. Haas, Tim Kraska, Jeffrey D. Ullman
2017 B conf
DataSynthesizer: Privacy-Preserving Synthetic Datasets.
SSDBM
Haoyue Ping, Julia Stoyanovich, Bill Howe
2017 — conf
Deep Mapping of the Visual Literature.
WWW (Companion Volume)
Bill Howe, Po-Shen Lee, Maxim Grechkin, Sean T. Yang, Jevin D. West
2017 J jnl
EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation.
CoRR
Maxim Grechkin, Hoifung Poon, Bill Howe
2017 B conf
Fides: Towards a Platform for Responsible Data Science.
SSDBM
Julia Stoyanovich, Bill Howe, Serge Abiteboul, Gerome Miklau, Arnaud Sahuguet, Gerhard Weikum
2017 — conf
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation.
BeyondMR@SIGMOD
Dylan Hutchison, Bill Howe, Dan Suciu
2017 J jnl
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation.
CoRR
Dylan Hutchison, Bill Howe, Dan Suciu
2017 A conf
PhyloParser: A Hybrid Algorithm for Extracting Phylogenies from Dendrograms.
ICDAR
Po-Shen Lee, Sean T. Yang, Jevin D. West, Bill Howe
2017 — ed.
Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, Redondo Beach, CA, USA, November 7, 2017
UrbanGIS@SIGSPATIAL
Huy T. Vo, Bill Howe
2017 C conf
Profiling a GPU database implementation: a holistic view of GPU resource utilization on TPC-H queries.
DaMoN
Emily Furst, Mark Oskin, Bill Howe
2017 J jnl
Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis.
ACM Trans. Knowl. Discov. Data
Seung-Hee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe
2017 J jnl
Synthetic Data for Social Good.
CoRR
Bill Howe, Julia Stoyanovich, Haoyue Ping, Bernease Herman, Matt Gee
2017 A conf
The Myria Big Data Management and Analytics System and Cloud Services.
CIDR
Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu
2017 A* conf
Voyager 2: Augmenting Visual Analysis with Partial View Specifications.
CHI
Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
2016 J jnl
From NoSQL Accumulo to NewSQL Graphulo: Design and Utility of Graph Algorithms inside a BigTable Database.
CoRR
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Bill Howe
2016 — conf
From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database.
HPEC
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Bill Howe
2016 — conf
High variety cloud databases.
ICDE Workshops
Shrainik Jain, Dominik Moritz, Bill Howe
2016 J jnl
Lara: A Key-Value Algebra underlying Arrays and Relations.
CoRR
Dylan Hutchison, Bill Howe, Dan Suciu
2016 — conf
MusicDB: A Platform for Longitudinal Music Analytics.
ISMIR
Jeremy Hyrkas, Bill Howe
2016 — conf
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment.
SIGMOD Conference
Shrainik Jain, Dominik Moritz, Daniel Halperin, Bill Howe, Ed Lazowska
2016 J jnl
Scalable clustering algorithms for continuous environmental flow cytometry.
Bioinform.
Jeremy Hyrkas, Sophie Clayton, Francois Ribalet, Daniel Halperin, E. Virginia Armbrust, Bill Howe
2016 — conf
Towards a general-purpose query language for visualization recommendation.
HILDA@SIGMOD
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
2016 — conf
VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data.
WWW (Companion Volume)
Po-Shen Lee, Jevin D. West, Bill Howe
2016 J jnl
Viziometrics: Analyzing Visual Information in the Scientific Literature.
CoRR
Po-Shen Lee, Jevin D. West, Bill Howe
2016 J jnl
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations.
IEEE Trans. Vis. Comput. Graph.
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
2015 J jnl
A Demonstration of the BigDAWG Polystore System.
Proc. VLDB Endow.
Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
2015 A conf
Big Data Science Needs Big Data Middleware.
CIDR
Bill Howe
2015 — conf
Detecting and Dismantling Composite Visualizations in the Scientific Literature.
ICPRAM (Selected Papers)
Po-Shen Lee, Bill Howe
2015 — conf
Dismantling Composite Visualizations in the Scientific Literature.
ICPRAM (2)
Po-Shen Lee, Bill Howe
2015 — conf
Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria.
IMDM@VLDB
Ryan Maas, Jeremy Hyrkas, Olivia Grace Telford, Magdalena Balazinska, Andrew J. Connolly, Bill Howe
2015 A conf
GossipMap: a distributed community detection algorithm for billion-edge directed graphs.
SC
Seung-Hee Bae, Bill Howe
2015 J jnl
Perfopticon: Visual Query Analysis for Distributed Databases.
Comput. Graph. Forum
Dominik Moritz, Daniel Halperin, Bill Howe, Jeffrey Heer
2015 J jnl
Query-Based Data Pricing.
J. ACM
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2015 J jnl
The BigDAWG Polystore System.
SIGMOD Rec.
Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik
2015 A* conf
Time-Varying Clusters in Large-Scale Flow Cytometry.
AAAI
Jeremy Hyrkas, Daniel Halperin, Bill Howe
2015 B conf
Towards automated prediction of relationships among scientific datasets.
SSDBM
Abdussalam Alawini, David Maier, Kristin Tufte, Bill Howe, Rashmi Nandikur
2014 — conf
Demonstration of the Myria big data management service.
SIGMOD Conference
Daniel Halperin, Victor Teixeira de Almeida, Lee Lee Choo, Shumo Chu, Paraschos Koutris, Dominik Moritz, Jennifer Ortiz, Vaspol Ruamviboonsuk, Jingjing Wang, Andrew Whitaker, Shengliang Xu, Magdalena Balazinska, Bill Howe, Dan Suciu
2014 B conf
Helping scientists reconnect their datasets.
SSDBM
Abdussalam Alawini, David Maier, Kristin Tufte, Bill Howe
2014 — conf
Should we all be teaching "intro to data science" instead of "intro to databases"?
SIGMOD Conference
Bill Howe, Michael J. Franklin, Juliana Freire, James Frew, Tim Kraska, Raghu Ramakrishnan
2014 J jnl
The database group at the University of Washington.
SIGMOD Rec.
Magdalena Balazinska, Bill Howe, Dan Suciu
2013 — conf
A Discussion on Pricing Relational Data.
In Search of Elegance in the Theory and Practice of Computation
Magdalena Balazinska, Bill Howe, Paraschos Koutris, Dan Suciu, Prasang Upadhyaya
2013 J jnl
Collaborative Science Workflows in SQL.
Comput. Sci. Eng.
Bill Howe, Daniel Halperin, Francois Ribalet, Sagar Chitnis, E. Virginia Armbrust
2013 — conf
Compiled Plans for In-Memory Path-Counting Queries.
IMDM@VLDB
Brandon Myers, Jeremy Hyrkas, Daniel Halperin, Bill Howe
2013 — conf
Compiled Plans for In-Memory Path-Counting Queries.
IMDM@VLDB (Revised Selected Papers)
Brandon Myers, Jeremy Hyrkas, Daniel Halperin, Bill Howe
2013 B conf
Education and career paths for data scientists.
SSDBM
Magdalena Balazinska, Susan B. Davidson, Bill Howe, Alexandros Labrinidis
2013 J jnl
Experience teaching a massive open online course (MOOC).
J. Comput. Sci. Coll.
Bill Howe
2013 J jnl
Hadoop's Adolescence.
Proc. VLDB Endow.
Kai Ren, YongChul Kwon, Magdalena Balazinska, Bill Howe
2013 J jnl
Managing Skew in Hadoop.
IEEE Data Eng. Bull.
YongChul Kwon, Kai Ren, Magdalena Balazinska, Bill Howe
2013 — conf
Massive scale cyber traffic analysis: a driver for graph database research.
GRADES
Cliff A. Joslyn, Sutanay Choudhury, David Haglin, Bill Howe, Bill Nickless, Bryan Olsen
2013 B conf
Real-time collaborative analysis with (almost) pure SQL: a case study in biogeochemical oceanography.
SSDBM
Daniel Halperin, Francois Ribalet, Konstantin Weitz, Mak A. Saito, Bill Howe, E. Virginia Armbrust
2013 — conf
Scalable Flow-Based Community Detection for Large-Scale Network Analysis.
ICDM Workshops
Seung-Hee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe
2013 A conf
Stop That Query! The Need for Managing Data Use.
CIDR
Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu
2013 — conf
The power of data use management in action.
SIGMOD Conference
Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu
2013 — conf
Toward practical query pricing with QueryMarket.
SIGMOD Conference
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2012 — conf
Abstract: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters.
SC Companion
Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe
2012 J jnl
Advancing Declarative Query in the Long Tail of Science.
IEEE Data Eng. Bull.
Bill Howe, Daniel Halperin
2012 — conf
Designing good algorithms for MapReduce and beyond.
SoCC
Foto N. Afrati, Magdalena Balazinska, Anish Das Sarma, Bill Howe, Semih Salihoglu, Jeffrey D. Ullman
2012 — conf
Optimizing Large-Scale Semi-Naïve Datalog Evaluation in Hadoop.
Datalog
Marianne Shaw, Paraschos Koutris, Bill Howe, Dan Suciu
2012 — conf
Poster: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters.
SC Companion
Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe
2012 A* conf
Query-based data pricing.
PODS
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2012 J jnl
QueryMarket Demonstration: Pricing for Online Data Markets.
Proc. VLDB Endow.
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
2012 J jnl
SkewTune in Action: Mitigating Skew in MapReduce Applications.
Proc. VLDB Endow.
YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia
2012 — conf
SkewTune: mitigating skew in mapreduce applications.
SIGMOD Conference
YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia
2012 J jnl
The HaLoop approach to large-scale iterative data analysis.
VLDB J.
Yingyi Bu, Bill Howe, Magdalena Balazinska, Michael D. Ernst
2012 J jnl
Virtual Appliances, Cloud Computing, and Reproducible Research.
Comput. Sci. Eng.
Bill Howe
2012 — conf
VizDeck: a card game metaphor for fast visual data exploration.
CHI Extended Abstracts
Bill Howe, Alicia Key, Daniel Perry, Cecilia R. Aragon
2012 — conf
VizDeck: self-organizing dashboards for visual analytics.
SIGMOD Conference
Alicia Key, Bill Howe, Daniel Perry, Cecilia R. Aragon
2011 — conf
Automatic example queries for ad hoc databases.
SIGMOD Conference
Bill Howe, Garrett Cole, Nodira Khoussainova, Leilani Battle
2011 J jnl
Data Markets in the Cloud: An Opportunity for the Database Community.
Proc. VLDB Endow.
Magdalena Balazinska, Bill Howe, Dan Suciu
2011 B conf
Database-as-a-Service for Long-Tail Science.
SSDBM
Bill Howe, Garrett Cole, Emad Soroush, Paraschos Koutris, Alicia Key, Nodira Khoussainova, Leilani Battle
2011 — conf
Parallel visualization on large clusters using MapReduce.
LDAV
Huy T. Vo, Jonathan Bronson, Brian Summa, João Luiz Dihl Comba, Juliana Freire, Bill Howe, Valerio Pascucci, Cláudio T. Silva
2011 — ed.
Proceedings of the 2011 EDBT/ICDT Workshop on Array Databases, Uppsala, Sweden, March 25, 2011
EDBT/ICDT Array Databases Workshop
Peter Baumann, Bill Howe, Kjell Orsborn, Silvia Stefanova
2011 B conf
Towards Efficient and Precise Queries over Ten Million Asteroid Trajectory Models.
SSDBM
Yusra AlSayyad, K. Simon Krughoff, Bill Howe, Andrew J. Connolly, Magdalena Balazinska, Lynne Jones
2010 J jnl
Astronomy in the Cloud: Using MapReduce for Image Coaddition
CoRR
Keith Wiley, Andrew J. Connolly, Jeffrey P. Gardner, K. Simon Krughoff, Magdalena Balazinska, Bill Howe, YongChul Kwon, Yingyi Bu
2010 — conf
COVE: A Visual Environment for Multidisciplinary Ocean Science Collaboration.
eScience
Keith Grochow, Mark Stoermer, James Fogarty, Charlotte Lee, Bill Howe, Edward D. Lazowska
2010 B conf
Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences.
SSDBM
Keith Grochow, Bill Howe, Mark Stoermer, Roger S. Barga, Edward D. Lazowska
2010 J jnl
HaLoop: Efficient Iterative Data Processing on Large Clusters.
Proc. VLDB Endow.
Yingyi Bu, Bill Howe, Magdalena Balazinska, Michael D. Ernst
2010 B conf
Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster.
SSDBM
YongChul Kwon, Dylan Nunley, Jeffrey P. Gardner, Magdalena Balazinska, Bill Howe, Sarah Loebman
2010 — conf
Skew-resistant parallel processing of feature-extracting scientific user-defined functions.
SoCC
YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia
2009 C conf
Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help?
CLUSTER
Sarah Loebman, Dylan Nunley, YongChul Kwon, Bill Howe, Magdalena Balazinska, Jeffrey P. Gardner
2009 — conf
Embracing Uncertainty in Large-Scale Computational Astrophysics.
MUD
Dan Suciu, Andrew J. Connolly, Bill Howe
2009 B conf
Scientific Mashups: Runtime-Configurable Data Product Ensembles.
SSDBM
Bill Howe, Harrison Green-Fishback, David Maier
2008 — conf
End-to-End eScience: Integrating Workflow, Query, Visualization, and Provenance at an Ocean Observatory.
eScience
Bill Howe, Peter Lawson, Renee Bellinger, Erik W. Anderson, Emanuele Santos, Juliana Freire, Carlos Eduardo Scheidegger, António M. Baptista, Cláudio T. Silva
2008 — conf
Quarrying dataspaces: Schemaless profiling of unfamiliar information sources.
ICDE Workshops
Bill Howe, David Maier, Nicolas Rayner, James Rucker
2008 J jnl
Scientific Exploration in the Era of Ocean Observatories.
Comput. Sci. Eng.
António M. Baptista, Bill Howe, Juliana Freire, David Maier, Cláudio T. Silva
2008 — conf
Scientific Mashups: Runtime-Configurable Data Product Ensembles.
eScience
Harrison Green-Fishback, Bill Howe
2007 A conf
Smoothing the ROI Curve for Scientific Data Management Applications.
CIDR
Bill Howe, David Maier, Laura Bright
2006 — conf
Managing the Forecast Factory.
ICDE Workshops
Laura Bright, David Maier, Bill Howe
2005 J jnl
Algebraic manipulation of scientific datasets.
VLDB J.
Bill Howe, David Maier
2005 A* conf
Querying and Visualizing Gridded Datasets for e-Science.
ICDE
Bill Howe, David Maier
2005 B conf
Retrofitting a Data Model to Existing Environmental Data.
SSDBM
Bill Howe, David Maier
2004 A* conf
Algebraic Manipulation of Scientific Datasets.
VLDB
Bill Howe, David Maier
2004 — conf
Emergent Semantics: Towards Self-Organizing Scientific Metadata..
ICSNW
Bill Howe, Kuldeep Tanna, Paul J. Turner, David Maier
2004 J jnl
Logical and Physical Data Independence for Native Scientific Data Repositories.
IEEE Data Eng. Bull.
Bill Howe, David Maier
2003 — conf
The Forest Portal: A Multidisciplinary Project.
DG.O
Marianne Koch, Lois M. L. Delcambre, Patricia Toccalino, Eric Landis, Fred Phillips, Timothy Tolle, Len Shapiro, Nicole Steckler, David Maier, Mathew Weaver, Shawn Bowers, Balbinder Banga, Jason Brewster, Afrem Gutema, Sudarshan Murthy, Bill Howe, Rupa Tummala, Julia Norman, Kirsten Zilman, David Drake, Craig Palmer, Ashley Burt
2002 — conf
Representing, Exploiting, and Extracting Metadata using Metadata++.
DG.O
Mathew Weaver, Bill Howe, Lois M. L. Delcambre, Timothy Tolle, David Maier