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D-Index & Metrics

Computer Science

D-Index
42
Citations
8263
World Ranking
8323
National Ranking
3569

Overview

Bill Howe is affiliated with the University of Washington in the United States and works primarily in the field of Computer Science. Their research spans several subfields including Artificial Intelligence, Management Science and Operations Research, Transportation, Computer Vision and Pattern Recognition, and Safety Research.

The topics regularly covered in Howe's research include:

  • Privacy-Preserving Technologies in Data
  • Ethics and Social Impacts of AI
  • Data Quality and Management
  • Human Mobility and Location-Based Analysis
  • Privacy, Security, and Data Protection
  • Big Data and Business Intelligence
  • Urban Transport and Accessibility

Howe has published multiple papers, some of the recent ones are:

  • Responsible data management, 2020, Proceedings of the VLDB Endowment
  • SPORES, 2020, Proceedings of the VLDB Endowment
  • Responsible data management, 2022, Communications of the ACM
  • Fairness-Aware Demand Prediction for New Mobility, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • Database Repair Meets Algorithmic Fairness, 2020, ACM SIGMOD Record

Frequent publication venues for Howe include:

  • arXiv (Cornell University)
  • ACM SIGMOD Record
  • Proceedings of the AAAI/ACM Conference on AI Ethics and Society
  • Proceedings of the VLDB Endowment
  • Communications of the ACM

Collaborations are a part of Howe's research practice, with frequent co-authors comprising:

  • Julia Stoyanovich
  • Alexis Hiniker
  • Robert Wolfe
  • Lucas Rosenblatt
  • Bernease Herman

Best Publications

  • HaLoop: efficient iterative data processing on large clusters

    Yingyi Bu;Bill Howe;Magdalena Balazinska;Michael D. Ernst

  • Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations

    Kanit Wongsuphasawat;Dominik Moritz;Anushka Anand;Jock Mackinlay

  • SkewTune: mitigating skew in mapreduce applications

    YongChul Kwon;Magdalena Balazinska;Bill Howe;Jerome Rolia

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

    Dominik Moritz;Chenglong Wang;Greg L. Nelson;Halden Lin

  • Voyager 2: Augmenting Visual Analysis with Partial View Specifications

    Kanit Wongsuphasawat;Zening Qu;Dominik Moritz;Riley Chang

  • The BigDAWG Polystore System

    Jennie Duggan;Aaron J. Elmore;Michael Stonebraker;Magda Balazinska

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

    YongChul Kwon;Magdalena Balazinska;Bill Howe;Jerome Rolia

  • Query-Based Data Pricing

    Paraschos Koutris;Prasang Upadhyaya;Magdalena Balazinska;Bill Howe

  • The HaLoop approach to large-scale iterative data analysis

    Yingyi Bu;Bill Howe;Magdalena Balazinska;Michael D. Ernst

  • VizDeck: self-organizing dashboards for visual analytics

    Alicia Key;Bill Howe;Daniel Perry;Cecilia Aragon

  • Data markets in the cloud: an opportunity for the database community

    Magdalena Balazinska;Bill Howe;Dan Suciu

  • Demonstration of the Myria big data management service

    Daniel Halperin;Victor Teixeira de Almeida;Lee Lee Choo;Shumo Chu

  • Interventional Fairness: Causal Database Repair for Algorithmic Fairness

    Babak Salimi;Luke Rodriguez;Bill Howe;Dan Suciu

  • Hadoop's adolescence: an analysis of Hadoop usage in scientific workloads

    Kai Ren;YongChul Kwon;Magdalena Balazinska;Bill Howe

  • DataSynthesizer: Privacy-Preserving Synthetic Datasets

    Haoyue Ping;Julia Stoyanovich;Bill Howe

  • A demonstration of the BigDAWG polystore system

    A. Elmore;J. Duggan;M. Stonebraker;M. Balazinska

  • Query-based data pricing

    Paraschos Koutris;Prasang Upadhyaya;Magdalena Balazinska;Bill Howe

  • Virtual Appliances, Cloud Computing, and Reproducible Research

    Bill Howe

  • Towards a general-purpose query language for visualization recommendation

    Kanit Wongsuphasawat;Dominik Moritz;Anushka Anand;Jock Mackinlay

  • A Nutritional Label for Rankings

    Ke Yang;Julia Stoyanovich;Abolfazl Asudeh;Bill Howe

  • The BigDAWG Polystore System

    Jennie Duggan;Stan Zdonik;Aaron J. Elmore;Michael Stonebraker

Frequent Co-Authors

Magdalena Balazinska
Magdalena Balazinska University of Washington
Dan Suciu
Dan Suciu University of Washington
David Maier
David Maier Portland State University
Hosagrahar V. Jagadish
Hosagrahar V. Jagadish University of Michigan–Ann Arbor
Jeffrey Heer
Jeffrey Heer University of Washington
Bruce D. Cornuelle
Bruce D. Cornuelle University of California, San Diego
Edward D. Lazowska
Edward D. Lazowska University of Washington
Peter F. Worcester
Peter F. Worcester University of California, San Diego
Walter Munk
Walter Munk University of California, San Diego

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