Melanie Herschel

According to our database, Melanie Herschel authored at least 76 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Knowledge-Infused Optimization for Parameter Selection in Numerical Simulations.

Julia Meißner, Dominik Göddeke, Melanie Herschel

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

FALCC: Efficiently performing locally fair and accurate classifications.

Nico Lässig, Melanie Herschel

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

2023

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

Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip

CoRR, 2023

Progressive Entity Resolution over Incremental Data.

Leonardo Gazzarri, Melanie Herschel

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

2022

DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics.

Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi

Proc. VLDB Endow., 2022

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

Nico Lässig, Sarah Oppold, Melanie Herschel

Datenbank-Spektrum, 2022

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

Sarah Oppold, Melanie Herschel

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?

Sarah Oppold, Melanie Herschel

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.

Nico Lässig, Melanie Herschel, Alexander Reichle, Carsten Ellwein, Alexander Verl

Proceedings of the Intelligent Information Systems, 2022

2021

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

Ralf Diestelkämper, Seokki Lee, Boris Glavic, Melanie Herschel

Proc. VLDB Endow., 2021

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

Houssem Ben Lahmar, Melanie Herschel

Inf. Syst., 2021

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

Ralf Diestelkämper, Seokki Lee, Melanie Herschel, Boris Glavic

CoRR, 2021

Provenance-integrated parameter selection and optimization in numerical simulations.

Julia Kühnert, Dominik Göddeke, Melanie Herschel

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.

Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao

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.

Ralf Diestelkämper, Seokki Lee, Melanie Herschel, Boris Glavic

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

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

Leonardo Gazzarri, Melanie Herschel

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.

Nico Lässig, Sarah Oppold, Melanie Herschel

Proceedings of the Datenbanksysteme für Business, 2021

2020

Towards task-based parallelization for entity resolution.

Leonardo Gazzarri, Melanie Herschel

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

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

Sarah Oppold, Melanie Herschel

Proceedings of the ER Forum, 2020

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

Leonardo Gazzarri, Melanie Herschel

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

Tracing nested data with structural provenance for big data analytics.

Ralf Diestelkämper, Melanie Herschel

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

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

Sarah Oppold, Melanie Herschel

Proceedings of the Advanced Information Systems Engineering, 2020

Distributed Tree-Pattern Matching in Big Data Analytics Systems.

Ralf Diestelkämper, Melanie Herschel

Proceedings of the Advances in Databases and Information Systems, 2020

2019

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

Valentin Bruder, Houssem Ben Lahmar, Marcel Hlawatsch, Steffen Frey, Michael Burch, Daniel Weiskopf, Melanie Herschel, Thomas Ertl

Multim. Tools Appl., 2019

Structural summaries for visual provenance analysis.

Houssem Ben Lahmar, Melanie Herschel

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

Query-based Why-not Explanations for Nested Data.

Ralf Diestelkämper, Boris Glavic, Melanie Herschel, Seokki Lee

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

Capturing and Querying Structural Provenance in Spark with Pebble.

Ralf Diestelkämper, Melanie Herschel

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

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

Sarah Oppold, Melanie Herschel

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

Towards Integrating Collaborative Filtering in Visual Data Exploration Systems.

Houssem Ben Lahmar, Melanie Herschel

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

2018

Simultaneous Visual Analysis of Multiple Software Hierarchies.

Christoph Schulz, Adrian Zeyfang, Mereke van Garderen, Houssem Ben Lahmar, Melanie Herschel, Daniel Weiskopf

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

Provenance for Entity Resolution.

Sarah Oppold, Melanie Herschel

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

Provenance-Based Visual Data Exploration with EVLIN.

Houssem Ben Lahmar, Melanie Herschel, Michael Blumenschein, Daniel A. Keim

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

2017

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

Melanie Herschel, Ralf Diestelkämper, Houssem Ben Lahmar

VLDB J., 2017

Provenance-based Recommendations for Visual Data Exploration.

Houssem Ben Lahmar, Melanie Herschel

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

Provenance in DISC Systems: Reducing Space Overhead at Runtime.

Ralf Diestelkämper, Melanie Herschel, 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.

Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki

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

Provenance: On and Behind the Screens.

Melanie Herschel, Marcel Hlawatsch

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

Reuse-based Optimization for Pig Latin.

Jesús Camacho-Rodríguez, Dario Colazzo, Melanie Herschel, Ioana Manolescu, Soudip Roy Chowdhury

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

2015

EFQ: Why-Not Answer Polynomials in Action.

Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki

Proc. VLDB Endow., 2015

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

Melanie Herschel

ACM J. Data Inf. Qual., 2015

Immutably answering Why-Not questions for equivalent conjunctive queries.

Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki

Ingénierie des Systèmes d Inf., 2015

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

Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, Axel-Cyrille Ngonga Ngomo

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

LANCE: Piercing to the Heart of Instance Matching Tools.

Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, Axel-Cyrille Ngonga Ngomo

Proceedings of the Semantic Web - ISWC 2015, 2015

Efficient Computation of Polynomial Explanations of Why-Not Questions.

Nicole Bidoit, Melanie Herschel, Aikaterini Tzompanaki

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

2014

Entity resolution in the web of data.

Kostas Stefanidis, Vasilis Efthymiou, Melanie Herschel, Vassilis Christophides

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

Query-Based Why-Not Provenance with NedExplain.

Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki

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

2013

Efficient and Effective Duplicate Detection in Hierarchical Data.

Luís Leitão, Pável Calado, Melanie Herschel

IEEE Trans. Knowl. Data Eng., 2013

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

Melanie Herschel

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

2012

Scalable Iterative Graph Duplicate Detection.

Melanie Herschel, Felix Naumann, Sascha Szott, Maik Taubert

IEEE Trans. Knowl. Data Eng., 2012

Datenintegration.

Melanie Herschel

it Inf. Technol., 2012

The nautilus analyzer: understanding and debugging data transformations.

Melanie Herschel, Hanno Eichelberger

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

2011

Eliminating NULLs with Subsumption and Complementation.

Jens Bleiholder, Melanie Herschel, Felix Naumann

IEEE Data Eng. Bull., 2011

2010

An Introduction to Duplicate Detection

Felix Naumann, Melanie Herschel

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

An Overview of XML Duplicate Detection Algorithms.

Pável Calado, Melanie Herschel, Luís Leitão

Proceedings of the Soft Computing in XML Data Management, 2010

Explaining Missing Answers to SPJUA Queries.

Melanie Herschel, Mauricio A. Hernández

Proc. VLDB Endow., 2010

Complement union for data integration.

Jens Bleiholder, Sascha Szott, Melanie Herschel, Felix Naumann

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

Subsumption and complementation as data fusion operators.

Jens Bleiholder, Sascha Szott, Melanie Herschel, Frank Kaufer, Felix Naumann

Proceedings of the EDBT 2010, 2010

2009

Artemis: A System for Analyzing Missing Answers.

Melanie Herschel, Mauricio A. Hernández, Wang Chiew Tan

Proc. VLDB Endow., 2009

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

Melanie Herschel

it Inf. Technol., 2009

2008

Duplicate detection in XML data.

Melanie Weis

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

Industry-scale duplicate detection.

Melanie Weis, Felix Naumann, Ulrich Jehle, Jens Lufter, Holger Schuster

Proc. VLDB Endow., 2008

Scaling up duplicate detection in graph data.

Melanie Herschel, Felix Naumann

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

2007

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

Melanie Weis

Proceedings of the Ausgezeichnete Informatikdissertationen 2007, 2007

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

Luís Leitão, Pável Calado, Melanie Weis

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

XClean in Action (Demo).

Melanie Weis, Ioana Manolescu

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

Declarative XML Data Cleaning with XClean.

Melanie Weis, Ioana Manolescu

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

Duplicate detection in XML data.

Melanie Weis

PhD thesis, 2007

2006

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

Felix Naumann, Alexander Bilke, Jens Bleiholder, Melanie Weis

IEEE Data Eng. Bull., 2006

Detecting Duplicates in Complex XML Data.

Melanie Weis, Felix Naumann

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

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

Jan Hegewald, Felix Naumann, Melanie Weis

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

XML Duplicate Detection Using Sorted Neighborhoods.

Sven Puhlmann, Melanie Weis, Felix Naumann

Proceedings of the Advances in Database Technology, 2006

2005

Erkennen und Bereinigen von Datenfehlern in naturwissenschaftlichen Daten.

Heiko Müller, Melanie Weis, Jens Bleiholder, Ulf Leser

Datenbank-Spektrum, 2005

Automatic Data Fusion with HumMer.

Alexander Bilke, Jens Bleiholder, Christoph Böhm, Karsten Draba, Felix Naumann, Melanie Weis

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

DogmatiX Tracks down Duplicates in XML.

Melanie Weis, Felix Naumann

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

2004

Eine Übung zur Vorlesung Informationsintegration.

Felix Naumann, Jens Bleiholder, Melanie Weis

Datenbank-Spektrum, 2004

Detecting Duplicate Objects in XML Documents.

Melanie Weis, Felix Naumann

Proceedings of the IQIS 2004, 2004