Melanie Herschel

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 47

Top Topics

Entity Resolution

Conjunctive Queries

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Bernd Flemisch, Sibylle Hermann, Melanie Herschel, Dirk Pflüger, Jürgen Pleiss, Jan Range, Sarbani Roy, Makoto Takamoto, Benjamin Uekermann
Research Data Management in Simulation Science: Infrastructure, Tools, and Applications. Datenbank-Spektrum 24 (2) (2024)
Melanie Herschel, Andreas Gienger, Anja Patricia Regina Lauer, Charlotte Stein, Lior Skoury, Nico Lässig, Carsten Ellwein, Alexander Verl, Thomas Wortmann, Cristina Tarín-Sauer
Putting Co-Design-Supporting Data Lakes to the Test: An Evaluation on AEC Case Studies. DaWaK (2024)
Nico Lässig, Melanie Herschel
FALCC: Efficiently performing locally fair and accurate classifications. EDBT (2024)
Julia Meißner, Dominik Göddeke, Melanie Herschel
Knowledge-Infused Optimization for Parameter Selection in Numerical Simulations. PAKDD (6) (2024)
Nico Lässig, Melanie Herschel, Ole Nies
FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms. ICDE (2024)
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
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset. CoRR (2023)
Leonardo Gazzarri, Melanie Herschel
Progressive Entity Resolution over Incremental Data. EDBT (2023)
Sarah Oppold, Melanie Herschel
Provenance-based explanations: are they useful? TaPP (2022)
Nico Lässig, Melanie Herschel, Alexander Reichle, Carsten Ellwein, Alexander Verl
The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry. CAiSE Forum (2022)
Nico Lässig, Sarah Oppold, Melanie Herschel
Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles. Datenbank-Spektrum 22 (1) (2022)
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. Proc. VLDB Endow. 15 (12) (2022)
Sarah Oppold, Melanie Herschel
Trust in data engineering: reflection, framework, and evaluation methodology. DEco@VLDB (2022)
Leonardo Gazzarri, Melanie Herschel
End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data. ICDE (2021)
Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference (2021)
Ralf Diestelkämper, Seokki Lee, Melanie Herschel, Boris Glavic
To Not Miss the Forest for the Trees - A Holistic Approach for Explaining Missing Answers over Nested Data. SIGMOD Conference (2021)
Ralf Diestelkämper, Seokki Lee, Melanie Herschel, Boris Glavic
To not miss the forest for the trees - a holistic approach for explaining missing answers over nested data (extended version). CoRR (2021)
Ralf Diestelkämper, Seokki Lee, Boris Glavic, Melanie Herschel
Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb. Proc. VLDB Endow. 14 (12) (2021)
Julia Kühnert, Dominik Göddeke, Melanie Herschel
Provenance-integrated parameter selection and optimization in numerical simulations. TaPP (2021)
Houssem Ben Lahmar, Melanie Herschel
Collaborative filtering over evolution provenance data for interactive visual data exploration. Inf. Syst. 95 (2021)
Nico Lässig, Sarah Oppold, Melanie Herschel
Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles. BTW (2021)
Sarah Oppold, Melanie Herschel
A System Framework for Personalized and Transparent Data-Driven Decisions. CAiSE (2020)
Leonardo Gazzarri, Melanie Herschel
Towards task-based parallelization for entity resolution. SICS Softw.-Intensive Cyber Phys. Syst. 35 (1-2) (2020)
Ralf Diestelkämper, Melanie Herschel
Tracing nested data with structural provenance for big data analytics. EDBT (2020)
Sarah Oppold, Melanie Herschel
Accountable Data Analytics Start with Accountable Data: The LiQuID Metadata Model. ER Forum/Posters/Demos (2020)
Ralf Diestelkämper, Melanie Herschel
Distributed Tree-Pattern Matching in Big Data Analytics Systems. ADBIS (2020)
Leonardo Gazzarri, Melanie Herschel
Boosting Blocking Performance in Entity Resolution Pipelines: Comparison Cleaning using Bloom Filters. EDBT (2020)
Houssem Ben Lahmar, Melanie Herschel
Towards Integrating Collaborative Filtering in Visual Data Exploration Systems. ADBIS (Short Papers and Workshops) (2019)
Sarah Oppold, Melanie Herschel
LuPe: A System for Personalized and Transparent Data-driven Decisions. CIKM (2019)
Ralf Diestelkämper, Boris Glavic, Melanie Herschel, Seokki Lee
Query-based Why-not Explanations for Nested Data. TaPP (2019)
Ralf Diestelkämper, Melanie Herschel
Capturing and Querying Structural Provenance in Spark with Pebble. SIGMOD Conference (2019)
Valentin Bruder, Houssem Ben Lahmar, Marcel Hlawatsch, Steffen Frey, Michael Burch, Daniel Weiskopf, Melanie Herschel, Thomas Ertl
Volume-based large dynamic graph analysis supported by evolution provenance. Multim. Tools Appl. 78 (23) (2019)
Houssem Ben Lahmar, Melanie Herschel
Structural summaries for visual provenance analysis. TaPP (2019)
Houssem Ben Lahmar, Melanie Herschel, Michael Blumenschein, Daniel A. Keim
Provenance-Based Visual Data Exploration with EVLIN. EDBT (2018)
Sarah Oppold, Melanie Herschel
Provenance for Entity Resolution. IPAW (2018)
Christoph Schulz, Adrian Zeyfang, Mereke van Garderen, Houssem Ben Lahmar, Melanie Herschel, Daniel Weiskopf
Simultaneous Visual Analysis of Multiple Software Hierarchies. VISSOFT (2018)
Melanie Herschel, Ralf Diestelkämper, Houssem Ben Lahmar
A survey on provenance: What for? What form? What from? VLDB J. 26 (6) (2017)
Ralf Diestelkämper, Melanie Herschel, Priyanka Jadhav
Provenance in DISC Systems: Reducing Space Overhead at Runtime. TaPP (2017)
Houssem Ben Lahmar, Melanie Herschel
Provenance-based Recommendations for Visual Data Exploration. TaPP (2017)
Jesús Camacho-Rodríguez, Dario Colazzo, Melanie Herschel, Ioana Manolescu, Soudip Roy Chowdhury
Reuse-based Optimization for Pig Latin. CIKM (2016)
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
Refining SQL Queries based on Why-Not Polynomials. TaPP (2016)
Melanie Herschel, Marcel Hlawatsch
Provenance: On and Behind the Screens. SIGMOD Conference (2016)
Melanie Herschel
A Hybrid Approach to Answering Why-Not Questions on Relational Query Results. ACM J. Data Inf. Qual. 5 (3) (2015)
Nicole Bidoit, Melanie Herschel, Aikaterini Tzompanaki
Efficient Computation of Polynomial Explanations of Why-Not Questions. CIKM (2015)
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
Immutably answering Why-Not questions for equivalent conjunctive queries. Ingénierie des Systèmes d Inf. 20 (5) (2015)
Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, Axel-Cyrille Ngonga Ngomo
Pushing the Limits of Instance Matching Systems: A Semantics-Aware Benchmark for Linked Data. WWW (Companion Volume) (2015)
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
EFQ: Why-Not Answer Polynomials in Action. Proc. VLDB Endow. 8 (12) (2015)
Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, Axel-Cyrille Ngonga Ngomo
LANCE: Piercing to the Heart of Instance Matching Tools. ISWC (1) (2015)
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
Immutably Answering Why-Not Questions for Equivalent Conjunctive Queries. TAPP (2014)
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
Query-Based Why-Not Provenance with NedExplain. EDBT (2014)
Kostas Stefanidis, Vasilis Efthymiou, Melanie Herschel, Vassilis Christophides
Entity resolution in the web of data. WWW (Companion Volume) (2014)
Melanie Herschel
Wondering why data are missing from query results?: ask conseil why-not. CIKM (2013)
Luís Leitão, Pável Calado, Melanie Herschel
Efficient and Effective Duplicate Detection in Hierarchical Data. IEEE Trans. Knowl. Data Eng. 25 (5) (2013)
Melanie Herschel
Datenintegration. it Inf. Technol. 54 (3) (2012)
Melanie Herschel, Hanno Eichelberger
The nautilus analyzer: understanding and debugging data transformations. CIKM (2012)
Melanie Herschel, Felix Naumann, Sascha Szott, Maik Taubert
Scalable Iterative Graph Duplicate Detection. IEEE Trans. Knowl. Data Eng. 24 (11) (2012)
Jens Bleiholder, Melanie Herschel, Felix Naumann
Eliminating NULLs with Subsumption and Complementation. IEEE Data Eng. Bull. 34 (3) (2011)
Jens Bleiholder, Sascha Szott, Melanie Herschel, Felix Naumann
Complement union for data integration. ICDE Workshops (2010)
Jens Bleiholder, Sascha Szott, Melanie Herschel, Frank Kaufer, Felix Naumann
Subsumption and complementation as data fusion operators. EDBT (2010)
Melanie Herschel, Mauricio A. Hernández
Explaining Missing Answers to SPJUA Queries. Proc. VLDB Endow. 3 (1) (2010)
Melanie Herschel, Mauricio A. Hernández, Wang Chiew Tan
Artemis: A System for Analyzing Missing Answers. Proc. VLDB Endow. 2 (2) (2009)
Melanie Herschel
Dublettenerkennung unter Berücksichtigung von Datenabhängigkeiten (Duplicate Detection Exploiting Data Relationships). it Inf. Technol. 51 (4) (2009)
Melanie Herschel, Felix Naumann
Scaling up duplicate detection in graph data. CIKM (2008)