Melanie Herschel

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms.

[BibT_eX]

[DOI]

Ole Nies

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

FALCC: Efficiently performing locally fair and accurate classifications.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

Putting Co-Design-Supporting Data Lakes to the Test: An Evaluation on AEC Case Studies.

[BibT_eX]

[DOI]

Anja Patricia Regina Lauer

Andreas Gienger

Proceedings of the Big Data Analytics and Knowledge Discovery, 2024

2023

A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset.

[BibT_eX]

[DOI]

Kaiping Zheng

Thao Nguyen

Jesslyn Hwei Sing Chong

CoRR, 2023

Progressive Entity Resolution over Incremental Data.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022

DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles.

[BibT_eX]

[DOI]

Datenbank-Spektrum, 2022

Trust in data engineering: reflection, framework, and evaluation methodology.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Data Ecosystems co-located with 48th International Conference on Very Large Databases (VLDB 2022), 2022

Provenance-based explanations: are they useful?

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on the Theory and Practice of Provenance, 2022

The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information Systems, 2022

2021

Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Collaborative filtering over evolution provenance data for interactive visual data exploration.

[BibT_eX]

[DOI]

Inf. Syst., 2021

To not miss the forest for the trees - a holistic approach for explaining missing answers over nested data (extended version).

[BibT_eX]

[DOI]

CoRR, 2021

Provenance-integrated parameter selection and optimization in numerical simulations.

[BibT_eX]

[DOI]

Julia Kühnert

Dominik Göddeke

Proceedings of the 13th International Workshop on Theory and Practice of Provenance, 2021

PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

To Not Miss the Forest for the Trees - A Holistic Approach for Explaining Missing Answers over Nested Data.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, 2021

2020

Towards task-based parallelization for entity resolution.

[BibT_eX]

[DOI]

SICS Softw.-Intensive Cyber Phys. Syst., 2020

Accountable Data Analytics Start with Accountable Data: The LiQuID Metadata Model.

[BibT_eX]

[DOI]

Proceedings of the ER Forum, 2020

Boosting Blocking Performance in Entity Resolution Pipelines: Comparison Cleaning using Bloom Filters.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Tracing nested data with structural provenance for big data analytics.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

A System Framework for Personalized and Transparent Data-Driven Decisions.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 2020

Distributed Tree-Pattern Matching in Big Data Analytics Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases and Information Systems, 2020

2019

Volume-based large dynamic graph analysis supported by evolution provenance.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Structural summaries for visual provenance analysis.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Theory and Practice of Provenance, 2019

Query-based Why-not Explanations for Nested Data.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Theory and Practice of Provenance, 2019

Capturing and Querying Structural Provenance in Spark with Pebble.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

LuPe: A System for Personalized and Transparent Data-driven Decisions.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Towards Integrating Collaborative Filtering in Visual Data Exploration Systems.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Simultaneous Visual Analysis of Multiple Software Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Working Conference on Software Visualization, 2018

Provenance for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the Provenance and Annotation of Data and Processes, 2018

Provenance-Based Visual Data Exploration with EVLIN.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017

A survey on provenance: What for? What form? What from?

[BibT_eX]

[DOI]

VLDB J., 2017

Provenance-based Recommendations for Visual Data Exploration.

[BibT_eX]

[DOI]

Proceedings of the 9th USENIX Workshop on the Theory and Practice of Provenance, 2017

Provenance in DISC Systems: Reducing Space Overhead at Runtime.

[BibT_eX]

[DOI]

Priyanka Jadhav

Proceedings of the 9th USENIX Workshop on the Theory and Practice of Provenance, 2017

2016

Refining SQL Queries based on Why-Not Polynomials.

[BibT_eX]

[DOI]

Proceedings of the 8th USENIX Workshop on the Theory and Practice of Provenance, 2016

Provenance: On and Behind the Screens.

[BibT_eX]

[DOI]

Marcel Hlawatsch

Proceedings of the 2016 International Conference on Management of Data, 2016

Reuse-based Optimization for Pig Latin.

[BibT_eX]

[DOI]

Jesús Camacho-Rodríguez

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

EFQ: Why-Not Answer Polynomials in Action.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

A Hybrid Approach to Answering Why-Not Questions on Relational Query Results.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2015

Immutably answering Why-Not questions for equivalent conjunctive queries.

[BibT_eX]

[DOI]

Axel-Cyrille Ngonga Ngomo

Ingénierie des Systèmes d Inf., 2015

Pushing the Limits of Instance Matching Systems: A Semantics-Aware Benchmark for Linked Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

LANCE: Piercing to the Heart of Instance Matching Tools.

[BibT_eX]

[DOI]

Axel-Cyrille Ngonga Ngomo

Proceedings of the Semantic Web - ISWC 2015, 2015

Efficient Computation of Polynomial Explanations of Why-Not Questions.

[BibT_eX]

[DOI]

Aikaterini Tzompanaki

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Entity resolution in the web of data.

[BibT_eX]

[DOI]

Kostas Stefanidis

Vasilis Efthymiou

Vassilis Christophides

Proceedings of the 23rd International World Wide Web Conference, 2014

Query-Based Why-Not Provenance with NedExplain.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Efficient and Effective Duplicate Detection in Hierarchical Data.

[BibT_eX]

[DOI]

Luís Leitão

Pável Calado

IEEE Trans. Knowl. Data Eng., 2013

Wondering why data are missing from query results?: ask conseil why-not.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Scalable Iterative Graph Duplicate Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Datenintegration.

[BibT_eX]

[DOI]

it Inf. Technol., 2012

The nautilus analyzer: understanding and debugging data transformations.

[BibT_eX]

[DOI]

Hanno Eichelberger

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Eliminating NULLs with Subsumption and Complementation.

[BibT_eX]

[DOI]

Jens Bleiholder

IEEE Data Eng. Bull., 2011

2010

An Introduction to Duplicate Detection

[BibT_eX]

[DOI]

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01835-0, 2010

An Overview of XML Duplicate Detection Algorithms.

[BibT_eX]

[DOI]

Pável Calado

Luís Leitão

Proceedings of the Soft Computing in XML Data Management, 2010

Explaining Missing Answers to SPJUA Queries.

[BibT_eX]

[DOI]

Mauricio A. Hernández

Proc. VLDB Endow., 2010

Complement union for data integration.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Subsumption and complementation as data fusion operators.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2010, 2010

2009

Artemis: A System for Analyzing Missing Answers.

[BibT_eX]

[DOI]

Mauricio A. Hernández

Wang Chiew Tan

Proc. VLDB Endow., 2009

Dublettenerkennung unter Berücksichtigung von Datenabhängigkeiten (Duplicate Detection Exploiting Data Relationships).

[BibT_eX]

[DOI]

it Inf. Technol., 2009

2008

Duplicate detection in XML data.

[BibT_eX]

[DOI]

WiKu, Duisburg, Colone, Germany, ISBN: 978-3-86553-263-3, 2008

Industry-scale duplicate detection.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Scaling up duplicate detection in graph data.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Dublettenerkennung in komplex strukturierten Daten [Duplicate Detection in SML Data].

[BibT_eX]

[DOI]

Proceedings of the Ausgezeichnete Informatikdissertationen 2007, 2007

Structure-based inference of xml similarity for fuzzy duplicate detection.

[BibT_eX]

[DOI]

Luís Leitão

Pável Calado

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

XClean in Action (Demo).

[BibT_eX]

[DOI]

Ioana Manolescu

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

Declarative XML Data Cleaning with XClean.

[BibT_eX]

[DOI]

Ioana Manolescu

Proceedings of the Advanced Information Systems Engineering, 19th International Conference, 2007

Duplicate detection in XML data.

[BibT_eX]

PhD thesis, 2007

2006

Data Fusion in Three Steps: Resolving Schema, Tuple, and Value Inconsistencies.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2006

Detecting Duplicates in Complex XML Data.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

XStruct: Efficient Schema Extraction from Multiple and Large XML Documents.

[BibT_eX]

[DOI]

Jan Hegewald

Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

XML Duplicate Detection Using Sorted Neighborhoods.

[BibT_eX]

[DOI]

Sven Puhlmann

Proceedings of the Advances in Database Technology, 2006

2005

Erkennen und Bereinigen von Datenfehlern in naturwissenschaftlichen Daten.

[BibT_eX]

[DOI]

Datenbank-Spektrum, 2005

Automatic Data Fusion with HumMer.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

DogmatiX Tracks down Duplicates in XML.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

2004

Eine Übung zur Vorlesung Informationsintegration.

[BibT_eX]

Jens Bleiholder

Datenbank-Spektrum, 2004

Detecting Duplicate Objects in XML Documents.

[BibT_eX]

[DOI]