Julia Stoyanovich

According to our database1, Julia Stoyanovich authored at least 74 papers between 2004 and 2020.

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Bibliography

2020
Supporting Hard Queries over Probabilistic Preferences.
Proc. VLDB Endow., 2020

Responsible Data Management.
Proc. VLDB Endow., 2020

Causal intersectionality for fair ranking.
CoRR, 2020

Algorithmic Techniques for Necessary and Possible Winners.
CoRR, 2020

FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Zooming Out on an Evolving Graph.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

2019
Transparency, Fairness, Data Protection, Neutrality: Data Management Challenges in the Face of New Regulation.
ACM J. Data Inf. Qual., 2019

Nutritional Labels for Data and Models.
IEEE Data Eng. Bull., 2019

Towards Responsible Data-driven Decision Making in Score-Based Systems.
IEEE Data Eng. Bull., 2019

Teaching Responsible Data Science: Charting New Pedagogical Territory.
CoRR, 2019

The Responsibility Challenge for Data.
Proceedings of the 2019 International Conference on Management of Data, 2019

MithraRanking: A System for Responsible Ranking Design.
Proceedings of the 2019 International Conference on Management of Data, 2019

Designing Fair Ranking Schemes.
Proceedings of the 2019 International Conference on Management of Data, 2019

Balanced Ranking with Diversity Constraints.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

TransFAT: Translating Fairness, Accountably and Transparency into Data Science Practice.
Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, 2019

2018
Panel: A Debate on Data and Algorithmic Ethics.
Proc. VLDB Endow., 2018

On Obtaining Stable Rankings.
Proc. VLDB Endow., 2018

Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151).
Dagstuhl Manifestos, 2018

Zooming in on NYC Taxi Data with Portal.
Proceedings of the Poster Track of the Workshop on Big Social Data and Urban Computing co-located with BiDU 2018 at VLDB 2018, 2018

MobilityMirror: Bias-Adjusted Transportation Datasets.
Proceedings of the Big Social Data and Urban Computing, 2018

A Nutritional Label for Rankings.
Proceedings of the 2018 International Conference on Management of Data, 2018

Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management.
Proceedings of the 2018 International Conference on Management of Data, 2018

A Query Engine for Probabilistic Preferences.
Proceedings of the 2018 International Conference on Management of Data, 2018

Generating Evolving Property Graphs with Attribute-Aware Preferential Attachment.
Proceedings of the 7th International Workshop on Testing Database Systems, 2018

Computational Social Choice Meets Databases.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Online Set Selection with Fairness and Diversity Constraints.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

Probabilistic Inference Over Repeated Insertion Models.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Synthetic Data for Social Good.
CoRR, 2017

Diversity in Big Data: A Review.
Big Data, 2017

Measuring Fairness in Ranked Outputs.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Fides: Towards a Platform for Responsible Data Science.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

DataSynthesizer: Privacy-Preserving Synthetic Datasets.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Querying Probabilistic Preferences in Databases.
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2017

Towards sequenced semantics for evolving graphs.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Temporal graph algebra.
Proceedings of The 16th International Symposium on Database Programming Languages, 2017

A Database Framework for Probabilistic Preferences.
Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, 2017

2016
Research Directions for Principles of Data Management (Abridged).
SIGMOD Rec., 2016

Data, Responsibly (Dagstuhl Seminar 16291).
Dagstuhl Reports, 2016

Portal: A Query Language for Evolving Graphs.
CoRR, 2016

Towards a Distributed Infrastructure for Evolving Graph Analytics.
Proceedings of the 25th International Conference on World Wide Web, 2016

Workload-driven learning of mallows mixtures with pairwise preference data.
Proceedings of the 19th International Workshop on Web and Databases, 2016

Data Responsibly: Fairness, Neutrality and Transparency in Data Analysis.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015
Analyzing Crowd Rankings.
Proceedings of the 18th International Workshop on Web and Databases, 2015

The elephant in the room: getting value from Big Data.
Proceedings of the 18th International Workshop on Web and Databases, 2015

Collaborative Access Control in WebdamLog.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2014
A System for Management and Analysis of Preference Data.
Proc. VLDB Endow., 2014

2013
The Webdamlog System Managing Distributed Knowledge on the Web
CoRR, 2013

Introducing Access Control in Webdamlog.
CoRR, 2013

Learning to explore scientific workflow repositories.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Search and result presentation in scientific workflow repositories.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

Rule-based application development using Webdamlog.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Learning Feature Weights from Positive Cases.
Proceedings of the Case-Based Reasoning Research and Development, 2013

Understanding Local Structure in Ranked Datasets.
Proceedings of the CIDR 2013, 2013

Understanding the Structure of Ranked Data.
Proceedings of the CIDR 2013, 2013

2012
Viewing the Web as a Distributed Knowledge Base.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
Putting Lipstick on Pig: Enabling Database-style Workflow Provenance.
Proc. VLDB Endow., 2011

AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments.
Database J. Biol. Databases Curation, 2011

SkylineSearch: semantic ranking and result visualization for pubmed.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

On provenance and privacy.
Proceedings of the Database Theory, 2011

Deriving probabilistic databases with inference ensembles.
Proceedings of the 27th International Conference on Data Engineering, 2011

Making interval-based clustering rank-aware.
Proceedings of the EDBT 2011, 2011

Enabling Privacy in Provenance-Aware Workflow Systems.
Proceedings of the CIDR 2011, 2011

Keyword Search in Workflow Repositories with Access Control.
Proceedings of the 5th Alberto Mendelzon International Workshop on Foundations of Data Management, 2011

2010
Semantic ranking and result visualization for life sciences publications.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Rank-aware clustering of structured datasets.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Efficient network aware search in collaborative tagging sites.
Proc. VLDB Endow., 2008

MutaGeneSys: estimating individual disease susceptibility based on genome-wide SNP array data.
Bioinform., 2008

From del.icio.us to x.qui.site: recommendations in social tagging sites.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Schema polynomials and applications.
Proceedings of the EDBT 2008, 2008

Leveraging Tagging to Model User Interests in del.icio.us.
Proceedings of the Social Information Processing, 2008

2007
EntityAuthority: Semantically Enriched Graph-Based Authority Propagation.
Proceedings of the Tenth International Workshop on the Web and Databases, 2007

2005
A Faceted Query Engine Applied to Archaeology.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

2004
Symmetric Relations and Cardinality-Bounded Multisets in Database Systems.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004


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