Susan B. Davidson
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
70
Venues
16
Active years
1984–2025
Best venue rank
A*
Where they publish
Papers
70 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | SIGMOD | PY-SHARQ: A Holistic Python Library for Explaining Association Rules on Relational Data. | Hadar Ben-Efraim, Susan B. Davidson, Amit Somech |
| 2024 | SIGMOD | ASQP-RL Demo: Learning Approximation Sets for Exploratory Queries. | Susan B. Davidson, Tova Milo, Kathy Razmadze, Gal Zeevi |
| 2023 | EDBT | Efficiently Archiving Photos under Storage Constraints. | Susan B. Davidson, Shay Gershtein, Tova Milo, Slava Novgorodov, May Shoshan |
| 2023 | ICDE | Selecting Sub-tables for Data Exploration. | Yael Amsterdamer, Susan B. Davidson, Tova Milo, Kathy Razmadze, Amit Somech |
| 2022 | SIGMOD | ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values. | Susan B. Davidson, Daniel Deutch, Nave Frost, Benny Kimelfeld, Omer Koren, Mikal Monet |
| 2022 | SIGMOD | SubTab: Data Exploration with Informative Sub-Tables. | Kathy Razmadze, Yael Amsterdamer, Amit Somech, Susan B. Davidson, Tova Milo |
| 2021 | AAAI | Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series. | Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan B. Davidson |
| 2020 | EDBT | Provenance for Probabilistic Logic Programs. | Shaobo Wang, Hui Lyu, Jiachi Zhang, Chenyuan Wu, Xinyi Chen, Wenchao Zhou, Boon Thau Loo, Susan B. Davidson, Chen Chen |
| 2020 | ICDE | Automating Software Citation using GitCite. | Leshang Chen, Susan B. Davidson |
| 2020 | ICML | DeltaGrad: Rapid retraining of machine learning models. | Yinjun Wu, Edgar Dobriban, Susan B. Davidson |
| 2020 | SIGMOD | PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models. | Yinjun Wu, Val Tannen, Susan B. Davidson |
| 2018 | SIGMOD | Data Citation: Giving Credit Where Credit is Due. | Yinjun Wu, Abdussalam Alawini, Susan B. Davidson, Gianmaria Silvello |
| 2017 | CIDR | A Model for Fine-Grained Data Citation. | Susan B. Davidson, Daniel Deutch, Tova Milo, Gianmaria Silvello |
| 2017 | PODS | Data Citation: A Computational Challenge. | Susan B. Davidson, Peter Buneman, Daniel Deutch, Tova Milo, Gianmaria Silvello |
| 2016 | EDBT | PROX: Approximated Summarization of Data Provenance. | Eleanor Ainy, Pierre Bourhis, Susan B. Davidson, Daniel Deutch, Tova Milo |
| 2015 | CIDR | Managing General and Individual Knowledge in Crowd Mining Applications. | Yael Amsterdamer, Susan B. Davidson, Anna Kukliansky, Tova Milo, Slava Novgorodov, Amit Somech |
| 2015 | CIKM | Approximated Summarization of Data Provenance. | Eleanor Ainy, Pierre Bourhis, Susan B. Davidson, Daniel Deutch, Tova Milo |
| 2015 | ICDE | Answering regular path queries on workflow provenance. | Xiaocheng Huang, Zhuowei Bao, Susan B. Davidson, Tova Milo, Xiaojie Yuan |
| 2014 | SIGMOD | OASSIS: query driven crowd mining. | Yael Amsterdamer, Susan B. Davidson, Tova Milo, Slava Novgorodov, Amit Somech |
| 2013 | CIDR | Understanding Local Structure in Ranked Datasets. | Julia Stoyanovich, Sihem Amer-Yahia, Susan B. Davidson, Marie Jacob, Tova Milo |
| 2013 | ICDT | Using the crowd for top-k and group-by queries. | Susan B. Davidson, Sanjeev Khanna, Tova Milo, Sudeepa Roy |
| 2013 | ICDT | A propagation model for provenance views of public/private workflows. | Susan B. Davidson, Tova Milo, Sudeepa Roy |
| 2013 | SIGCSE | A cascading mentoring pedagogy in a CS service learning course to broaden participation and perceptions. | Yasmin B. Kafai, Jean Griffin, Quinn Burke, Michelle Slattery, Deborah A. Fields, Rita Manco Powell, Michele Grab, Susan B. Davidson, Joseph S. Sun |
| 2013 | SSDBM | Education and career paths for data scientists. | Magdalena Balazinska, Susan B. Davidson, Bill Howe, Alexandros Labrinidis |
| 2013 | SSDBM | Search and result presentation in scientific workflow repositories. | Susan B. Davidson, Xiaocheng Huang, Julia Stoyanovich, Xiaojie Yuan |
| 2013 | SSDBM | Learning to explore scientific workflow repositories. | Julia Stoyanovich, Paramveer S. Dhillon, Susan B. Davidson, Brian Lyons |
| 2012 | SIGCSE | The reflective mentor: charting undergraduates' responses to computer science service learning (abstract only). | Quinn Burke, Yasmin B. Kafai, Jean Griffin, Rita Manco Powell, Michele Grab, Susan B. Davidson, Joseph S. Sun |
| 2011 | CIDR | Enabling Privacy in Provenance-Aware Workflow Systems. | Susan B. Davidson, Sanjeev Khanna, Val Tannen, Sudeepa Roy, Yi Chen, Tova Milo, Julia Stoyanovich |
| 2011 | ICDE | Deriving probabilistic databases with inference ensembles. | Julia Stoyanovich, Susan B. Davidson, Tova Milo, Val Tannen |
| 2011 | ICDT | On provenance and privacy. | Susan B. Davidson, Sanjeev Khanna, Sudeepa Roy, Julia Stoyanovich, Val Tannen, Yi Chen |
| 2011 | PODS | Provenance views for module privacy. | Susan B. Davidson, Sanjeev Khanna, Tova Milo, Debmalya Panigrahi, Sudeepa Roy |
| 2011 | SIGMOD | Labeling recursive workflow executions on-the-fly. | Zhuowei Bao, Susan B. Davidson, Tova Milo |
| 2010 | SIGMOD | An optimal labeling scheme for workflow provenance using skeleton labels. | Zhuowei Bao, Susan B. Davidson, Sanjeev Khanna, Sudeepa Roy |
| 2009 | ICDE | Differencing Provenance in Scientific Workflows. | Zhuowei Bao, Sarah Cohen Boulakia, Susan B. Davidson, Anat Eyal, Sanjeev Khanna |
| 2009 | ICDT | Optimizing user views for workflows. | Olivier Biton, Susan B. Davidson, Sanjeev Khanna, Sudeepa Roy |
| 2009 | SIGMOD | Detecting and resolving unsound workflow views for correct provenance analysis. | Peng Sun, Ziyang Liu, Susan B. Davidson, Yi Chen |
| 2008 | ICDE | Querying and Managing Provenance through User Views in Scientific Workflows. | Olivier Biton, Sarah Cohen Boulakia, Susan B. Davidson, Carmem S. Hara |
| 2008 | ICDE | Scientific Data Management: An Orphan in the Database Community? | Randal C. Burns, Susan B. Davidson, Yannis E. Ioannidis, Miron Livny, Jignesh M. Patel |
| 2008 | SIGMOD | Provenance and scientific workflows: challenges and opportunities. | Susan B. Davidson, Juliana Freire |
| 2007 | VLDB | Zoom*UserViews: Querying Relevant Provenance in Workflow Systems. | Olivier Biton, Sarah Cohen Boulakia, Susan B. Davidson |
| 2006 | ICDE | Designing and Evaluating an XPath Dialect for Linguistic Queries. | Steven Bird, Yi Chen, Susan B. Davidson, Haejoong Lee, Yifeng Zheng |
| 2006 | ICDE | An Efficient XPath Query Processor for XML Streams. | Yi Chen, Susan B. Davidson, Yifeng Zheng |
| 2006 | VLDB | Crimson: A Data Management System to Support Evaluating Phylogenetic Tree Reconstruction Algorithms. | Yifeng Zheng, Stephen Fisher, Shirley Cohen, Sheng Guo, Junhyong Kim, Susan B. Davidson |
| 2005 | ICDE | ViteX: A Streaming XPath Processing System. | Yi Chen, Susan B. Davidson, Yifeng Zheng |
| 2005 | SSDBM | Efficiently Supporting Structure Queries on Phylogenetic Trees. | Susan B. Davidson, Junhyong Kim, Yifeng Zheng |
| 2004 | CIKM | EXPedite: a system for encoded XML processing. | Yi Chen, George A. Mihaila, Susan B. Davidson, Sriram Padmanabhan |
| 2004 | SIGMOD | BLAS: An Efficient XPath Processing System. | Yi Chen, Susan B. Davidson, Yifeng Zheng |
| 2004 | VLDB | From XML View Updates to Relational View Updates: old solutions to a new problem. | Vanessa P. Braganholo, Susan B. Davidson, Carlos A. Heuser |
| 2004 | VLDB | Biological Data Management: Research, Practice and Opportunities. | Thodoros Topaloglou, Susan B. Davidson, H. V. Jagadish, Victor M. Markowitz, Evan W. Steeg, Mike Tyers |
| 2003 | ICDE | Propagating XML Constraints to Relations. | Susan B. Davidson, Wenfei Fan, Carmem S. Hara, Jing Qin |
| 2003 | VLDB | RRXF: Redundancy reducing XML storage in relations. | Yi Chen, Susan B. Davidson, Carmem S. Hara, Yifeng Zheng |
| 2002 | CIKM | XKvalidator: a constraint validator for XML. | Yi Chen, Susan B. Davidson, Yifeng Zheng |
| 2002 | SSDBM | Tale of Two Cultures: Are There Database Research Issues in Bioinformatics? | Susan B. Davidson |
| 2001 | WWW | Keys for XML. | Peter Buneman, Susan B. Davidson, Wenfei Fan, Carmem S. Hara, Wang Chiew Tan |
| 2000 | DaWaK | View Maintenance for Hierarchical Semistructured Data. | Hartmut Liefke, Susan B. Davidson |
| 1999 | PODS | Reasoning about Nested Functional Dependencies. | Carmem S. Hara, Susan B. Davidson |
| 1999 | SSDBM | Specifying Updates in Biomedical Databases. | Hartmut Liefke, Susan B. Davidson |
| 1997 | ICDE | WOL: A Language for Database Transformations and Constraints. | Susan B. Davidson, Anthony Kosky |
| 1997 | ICDT | Adding Structure to Unstructured Data. | Peter Buneman, Susan B. Davidson, Mary F. Fernandez, Dan Suciu |
| 1996 | SIGMOD | A Query Language and Optimization Techniques for Unstructured Data. | Peter Buneman, Susan B. Davidson, Gerd G. Hillebrand, Dan Suciu |
| 1995 | VLDB | A Data Transformation System for Biological Data Sources. | Peter Buneman, Susan B. Davidson, Kyle Hart, G. Christian Overton, Limsoon Wong |
| 1994 | CIKM | Facilitating Transformations in a Human Genome Project Database. | Susan B. Davidson, Anthony Kosky, Barbara A. Eckman |
| 1993 | ICDCS | Deadlock Prevention in the RTC Programming System for Distributed Real-Time Applications. | Victor Fay Wolfe, Susan B. Davidson, Insup Lee |
| 1992 | EDBT | Theoretical Aspects of Schema Merging. | Peter Buneman, Susan B. Davidson, Anthony Kosky |
| 1991 | RTSS | RTC: language support for real-time concurrency. | Victor Fay Wolfe, Susan B. Davidson, Insup Lee |
| 1989 | ICDCS | A protocol for timed atomic commitment. | Susan B. Davidson, Insup Lee, Victor Fay Wolfe |
| 1988 | PODS | A Semantics for Complex Objects and Approximate Queries. | Peter Buneman, Susan B. Davidson, Aaron Watters |
| 1987 | ICDCS | Generalized I/O with Timing Constraints. | Insup Lee, Susan B. Davidson |
| 1986 | RTSS | Protocols for Timed Synchronous Process Communications. | Insup Lee, Susan B. Davidson |
| 1984 | PODS | Is Byzantine Agreement Useful in a Distributed Database? | Hector Garcia-Molina, Frank M. Pittelli, Susan B. Davidson |