Publications

William Howe

2017
  • Ping, H., Stoyanovich, J., & Howe, W. G. (2017). DataSynthesizer: Privacy-Preserving Synthetic Datasets. In ACM Scientific and Statistical Database Management Conference (SSDBM).

  • Howe, W. G., Lee, P., Grechkin, M., Yang, S. T., & West, J. (2017). Deep Mapping of the Visual Literature. In Proceedings of the 26th International Conference on World Wide Web Companion (WWW): Big Scholar Workshop, 1273-1277.

  • Grechkin, M., Poon, H., & Howe, W. G. (2017). EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation. In Learning with Limited Labeled Data: Weak Supervision and Beyond, 2017 NIPS Conference.

  • Stoyanovich, J., Howe, W. G., Abiteboul, S., Miklau, G., Sahuguet, A., & Weikum, G. (2017). Fides: Towards a Platform for Responsible Data Science. In ACM Conference on Scientific and Statistical Database Management (SSDBM).

  • Hutchison, D., Howe, W. G., & Suciu, D. (2017). LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. In BeyondMR workshop, 2017 ACM SIGMOD conference.

  • Bae, S., Halperin, D., West, J., Rosvall, M., & Howe, W. G. (2017). Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis. In ACM Transactions on Knowledge Discovery from Data (TKDD), 11 (3) ,

  • Howe, W. G., Stoyanovich, J., Ping, H., Herman, B., & Gee, M. (2017). Synthetic Data for Social Good. In Bloomberg Data for Good Exchange.

  • Lee, P., West, J., & Howe, W. G. (2017). Viziometrics: Analyzing Visual Information in the Scientific Literature. In IEEE Transactions on Big Data, PP (99) , IEEE.

  • Wongsuphasawat, K., Qu, Z., Moritz, D., Chang, R., Ouk, F., Anand, A., Jock, J., Howe, W. G., & Heer, J. (2017). Voyager 2: Augmenting Visual Analysis with Partial View Specifications. In ACM Human Factors in Computing Systems (CHI).

  • Grechkin, M., Poon, H., & Howe, W. G. (2017). Wide-Open: Accelerating public data release by automating detection of overdue datasets. In PLOS Biology, 15 (6) ,

2016
  • Jain, S., & Howe, W. G. (2016). Data Cleaning in the Wild: Reusable Curation Idioms from a Multi-Year SQL Workload. In Proceedings of the 11th International Workshop on Quality in Databases (QDB'16).

  • Hutchison, D., Kepner, J., Gadepally, V., & Howe, W. G. (2016). From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database. In Proceedings of the High Performance Extreme Computing Conference (HPEC 2016), 1-9.

  • Jain, S., Moritz, D., & Howe, W. G. (2016). High Variety Cloud Databases. In Proceedings of the 2016 IEEE Cloud Data Management Workshop.

  • Hyrkas, J., & Howe, W. G. (2016). MusicDB: Relational Approach for Numeric Longitudinal Music Analytics. In Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR 2016), 702-708.

  • Jain, S., Moritz, D., Howe, W. G., & Lazowska, E. (2016). SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment. In SIGMOD '16: Proceedings of the 2016 International Conference on Management of Data, 281-293.

  • Hyrkas, J., Clayton, S., Ribalet, F., Halperin, D., Armbrust, E. V., & Howe, W. G. (2016). Scalable clustering algorithms for continuous environmental flow cytometry. In Bioinformatics, 32 (3) , 417–423.

  • Lee, P., West, J., & Howe, W. G. (2016). VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data. In BigScholar Workshop (Third WWW Workshop on Big Scholarly Data: Towards the Web of Scholars).

  • Wongsuphasawat, K., Moritz, D., Anand, A., Mackinlay, J., Howe, W. G., & Heer, J. (2016). Voyager: Exploratory analysis via faceted browsing of visualization recommendations. In IEEE Transactions on Visualization and Computer Graphics, 22 (1) , 649–658. IEEE.

2015