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Melanie Herschel
Melanie Weis
Person information
- affiliation: University of Paris Sud, France
- affiliation (former): University of Stuttgart, Institute for Parallel and Distributed Systems
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2020 – today
- 2024
- [j22]Bernd Flemisch, Sibylle Hermann
, Melanie Herschel
Research Data Management in Simulation Science: Infrastructure, Tools, and Applications. Datenbank-Spektrum 24(2): 97-105 (2024) - [c52]Melanie Herschel
Putting Co-Design-Supporting Data Lakes to the Test: An Evaluation on AEC Case Studies. DaWaK 2024: 253-268 - [c51]Nico Lässig, Melanie Herschel
FALCC: Efficiently performing locally fair and accurate classifications. EDBT 2024: 208-220 - [c50]Nico Lässig, Melanie Herschel
FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms. ICDE 2024: 5473-5476 - [c49]Kaiping Zheng, Horng Ruey Chua, Melanie Herschel
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics. ICML 2024 - [c48]Julia Meißner, Dominik Göddeke, Melanie Herschel
Knowledge-Infused Optimization for Parameter Selection in Numerical Simulations. PAKDD (6) 2024: 16-28 - 2023
- [c47]Leonardo Gazzarri, Melanie Herschel
Progressive Entity Resolution over Incremental Data. EDBT 2023: 80-91 - [i2]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 abs/2301.03829 (2023) - 2022
- [j21]Nico Lässig
Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles. Datenbank-Spektrum 22(1): 23-43 (2022) - [j20]Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. Proc. VLDB Endow. 15(12): 3445-3458 (2022) - [c46]Nico Lässig, Melanie Herschel
The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry. CAiSE Forum 2022: 45-54 - [c45]Sarah Oppold, Melanie Herschel
Provenance-based explanations: are they useful? TaPP 2022: 2:1-2:4 - [c44]Sarah Oppold, Melanie Herschel
Trust in data engineering: reflection, framework, and evaluation methodology. DEco@VLDB 2022: 4-17 - 2021
- [j19]Houssem Ben Lahmar, Melanie Herschel
Collaborative filtering over evolution provenance data for interactive visual data exploration. Inf. Syst. 95: 101620 (2021) - [j18]Ralf Diestelkämper, Seokki Lee
Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb. Proc. VLDB Endow. 14(12): 2731-2734 (2021) - [c43]Nico Lässig, Sarah Oppold, Melanie Herschel
Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles. BTW 2021: 155-174 - [c42]Leonardo Gazzarri, Melanie Herschel
End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data. ICDE 2021: 1248-1259 - [c41]Ralf Diestelkämper, Seokki Lee
To Not Miss the Forest for the Trees - A Holistic Approach for Explaining Missing Answers over Nested Data. SIGMOD Conference 2021: 405-417 - [c40]Kaiping Zheng, Gang Chen, Melanie Herschel
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference 2021: 2156-2168 - [c39]Julia Kühnert, Dominik Göddeke, Melanie Herschel:
Provenance-integrated parameter selection and optimization in numerical simulations. TaPP 2021 - [e5]Kai-Uwe Sattler, Melanie Herschel, Wolfgang Lehner:
Datenbanksysteme für Business, Technologie und Web (BTW 2021), 19. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 13.-17. September 2021, Dresden, Germany, Proceedings. LNI P-311, Gesellschaft für Informatik, Bonn 2021, ISBN 978-3-88579-705-0 [contents] - [i1]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 abs/2103.07561 (2021) - 2020
- [j17]Leonardo Gazzarri, Melanie Herschel
Towards task-based parallelization for entity resolution. SICS Softw.-Intensive Cyber Phys. Syst. 35(1-2): 31-38 (2020) - [c38]Ralf Diestelkämper, Melanie Herschel
Distributed Tree-Pattern Matching in Big Data Analytics Systems. ADBIS 2020: 171-186 - [c37]Sarah Oppold, Melanie Herschel
A System Framework for Personalized and Transparent Data-Driven Decisions. CAiSE 2020: 153-168 - [c36]Ralf Diestelkämper, Melanie Herschel
Tracing nested data with structural provenance for big data analytics. EDBT 2020: 253-264 - [c35]Leonardo Gazzarri, Melanie Herschel
Boosting Blocking Performance in Entity Resolution Pipelines: Comparison Cleaning using Bloom Filters. EDBT 2020: 419-422 - [c34]Sarah Oppold, Melanie Herschel
Accountable Data Analytics Start with Accountable Data: The LiQuID Metadata Model. ER Forum/Posters/Demos 2020: 59-72
2010 – 2019
- 2019
- [j16]Valentin Bruder
Volume-based large dynamic graph analysis supported by evolution provenance. Multim. Tools Appl. 78(23): 32939-32965 (2019) - [c33]Houssem Ben Lahmar, Melanie Herschel:
Towards Integrating Collaborative Filtering in Visual Data Exploration Systems. ADBIS (Short Papers and Workshops) 2019: 153-160 - [c32]Sarah Oppold, Melanie Herschel:
LuPe: A System for Personalized and Transparent Data-driven Decisions. CIKM 2019: 2905-2908 - [c31]Ralf Diestelkämper, Melanie Herschel:
Capturing and Querying Structural Provenance in Spark with Pebble. SIGMOD Conference 2019: 1893-1896 - [c30]Ralf Diestelkämper, Boris Glavic, Melanie Herschel, Seokki Lee
Query-based Why-not Explanations for Nested Data. TaPP 2019 - [c29]Houssem Ben Lahmar, Melanie Herschel:
Structural summaries for visual provenance analysis. TaPP 2019 - [e4]Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi:
Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. OpenProceedings.org 2019, ISBN 978-3-89318-081-3 [contents] - 2018
- [c28]Houssem Ben Lahmar, Melanie Herschel, Michael Blumenschein, Daniel A. Keim:
Provenance-Based Visual Data Exploration with EVLIN. EDBT 2018: 686-689 - [c27]Sarah Oppold, Melanie Herschel:
Provenance for Entity Resolution. IPAW 2018: 226-230 - [c26]Christoph Schulz
Simultaneous Visual Analysis of Multiple Software Hierarchies. VISSOFT 2018: 87-95 - [e3]Melanie Herschel, Yannis Velegrakis:
Proceedings of the 5th International Workshop on Exploratory Search in Databases and the Web, ExploreDB 2018, Houston, TX, USA, June 15, 2018. ACM 2018, ISBN 978-1-4503-5847-7 [contents] - [e2]Melanie Herschel:
10th USENIX Workshop on the Theory and Practice of Provenance, TaPP 2018, London, UK, July 11-12, 2018. USENIX Association 2018 [contents] - 2017
- [j15]Melanie Herschel, Ralf Diestelkämper, Houssem Ben Lahmar:
A survey on provenance: What for? What form? What from? VLDB J. 26(6): 881-906 (2017) - [c25]Ralf Diestelkämper, Melanie Herschel, Priyanka Jadhav:
Provenance in DISC Systems: Reducing Space Overhead at Runtime. TaPP 2017 - [c24]Houssem Ben Lahmar, Melanie Herschel:
Provenance-based Recommendations for Visual Data Exploration. TaPP 2017 - [e1]Bernhard Mitschang, Daniela Nicklas, Frank Leymann, Harald Schöning, Melanie Herschel, Jens Teubner, Theo Härder, Oliver Kopp, Matthias Wieland:
Datenbanksysteme für Business, Technologie und Web (BTW 2017), 17. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 6.-10. März 2017, Stuttgart, Germany, Proceedings. LNI P-265, GI 2017, ISBN 978-3-88579-659-6 [contents] - 2016
- [c23]Jesús Camacho-Rodríguez, Dario Colazzo, Melanie Herschel, Ioana Manolescu
Reuse-based Optimization for Pig Latin. CIKM 2016: 2215-2220 - [c22]Melanie Herschel, Marcel Hlawatsch
Provenance: On and Behind the Screens. SIGMOD Conference 2016: 2213-2217 - [c21]Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki:
Refining SQL Queries based on Why-Not Polynomials. TaPP 2016 - 2015
- [j14]Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki:
Immutably answering Why-Not questions for equivalent conjunctive queries. Ingénierie des Systèmes d Inf. 20(5): 27-52 (2015) - [j13]Melanie Herschel:
A Hybrid Approach to Answering Why-Not Questions on Relational Query Results. ACM J. Data Inf. Qual. 5(3): 10:1-10:29 (2015) - [j12]Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki:
EFQ: Why-Not Answer Polynomials in Action. Proc. VLDB Endow. 8(12): 1980-1983 (2015) - [c20]Nicole Bidoit, Melanie Herschel, Aikaterini Tzompanaki:
Efficient Computation of Polynomial Explanations of Why-Not Questions. CIKM 2015: 713-722 - [c19]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: 375-391 - [c18]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: 105-106 - 2014
- [c17]Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki:
Query-Based Why-Not Provenance with NedExplain. EDBT 2014: 145-156 - [c16]Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki:
Immutably Answering Why-Not Questions for Equivalent Conjunctive Queries. TAPP 2014 - [c15]Kostas Stefanidis
Entity resolution in the web of data. WWW (Companion Volume) 2014: 203-204 - 2013
- [j11]Luís Leitão, Pável Calado
Efficient and Effective Duplicate Detection in Hierarchical Data. IEEE Trans. Knowl. Data Eng. 25(5): 1028-1041 (2013) - [c14]Melanie Herschel:
Wondering why data are missing from query results?: ask conseil why-not. CIKM 2013: 2213-2218 - 2012
- [j10]Melanie Herschel:
Datenintegration. it Inf. Technol. 54(3): 103-104 (2012) - [j9]Melanie Herschel, Felix Naumann
Scalable Iterative Graph Duplicate Detection. IEEE Trans. Knowl. Data Eng. 24(11): 2094-2108 (2012) - [c13]Melanie Herschel, Hanno Eichelberger:
The nautilus analyzer: understanding and debugging data transformations. CIKM 2012: 2731-2733 - 2011
- [j8]Jens Bleiholder, Melanie Herschel, Felix Naumann:
Eliminating NULLs with Subsumption and Complementation. IEEE Data Eng. Bull. 34(3): 18-25 (2011) - 2010
- [b3]Felix Naumann, Melanie Herschel:
An Introduction to Duplicate Detection. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2010, ISBN 978-3-031-00707-1 - [j7]Melanie Herschel, Mauricio A. Hernández:
Explaining Missing Answers to SPJUA Queries. Proc. VLDB Endow. 3(1): 185-196 (2010) - [c12]Jens Bleiholder, Sascha Szott, Melanie Herschel, Frank Kaufer, Felix Naumann
Subsumption and complementation as data fusion operators. EDBT 2010: 513-524 - [c11]Jens Bleiholder, Sascha Szott, Melanie Herschel, Felix Naumann
Complement union for data integration. ICDE Workshops 2010: 183-186 - [p2]Pável Calado
An Overview of XML Duplicate Detection Algorithms. Soft Computing in XML Data Management 2010: 193-224
2000 – 2009
- 2009
- [j6]Melanie Herschel:
Dublettenerkennung unter Berücksichtigung von Datenabhängigkeiten (Duplicate Detection Exploiting Data Relationships). it Inf. Technol. 51(4): 231-234 (2009) - [j5]Melanie Herschel, Mauricio A. Hernández, Wang Chiew Tan:
Artemis: A System for Analyzing Missing Answers. Proc. VLDB Endow. 2(2): 1550-1553 (2009) - 2008
- [b2]Melanie Weis:
Duplicate detection in XML data. WiKu, Duisburg, Colone, Germany 2008, ISBN 978-3-86553-263-3, pp. 1-240 - [j4]Melanie Weis, Felix Naumann
Industry-scale duplicate detection. Proc. VLDB Endow. 1(2): 1253-1264 (2008) - [c10]Melanie Herschel, Felix Naumann
Scaling up duplicate detection in graph data. CIKM 2008: 1325-1326 - 2007
- [b1]Melanie Weis:
Duplicate detection in XML data. Universität Berlin, 2007, pp. I-VI, 1-240 - [c9]Melanie Weis, Ioana Manolescu:
Declarative XML Data Cleaning with XClean. CAiSE 2007: 96-110 - [c8]Melanie Weis, Ioana Manolescu:
XClean in Action (Demo). CIDR 2007: 259-262 - [c7]Luís Leitão, Pável Calado
Structure-based inference of xml similarity for fuzzy duplicate detection. CIKM 2007: 293-302 - [p1]Melanie Weis:
Dublettenerkennung in komplex strukturierten Daten [Duplicate Detection in SML Data]. Ausgezeichnete Informatikdissertationen 2007: 299-308 - 2006
- [j3]Felix Naumann, Alexander Bilke, Jens Bleiholder, Melanie Weis:
Data Fusion in Three Steps: Resolving Schema, Tuple, and Value Inconsistencies. IEEE Data Eng. Bull. 29(2): 21-31 (2006) - [c6]Sven Puhlmann, Melanie Weis, Felix Naumann
XML Duplicate Detection Using Sorted Neighborhoods. EDBT 2006: 773-791 - [c5]Jan Hegewald, Felix Naumann
XStruct: Efficient Schema Extraction from Multiple and Large XML Documents. ICDE Workshops 2006: 81 - [c4]Melanie Weis, Felix Naumann
Detecting Duplicates in Complex XML Data. ICDE 2006: 109 - 2005
- [j2]Heiko Müller, Melanie Weis, Jens Bleiholder, Ulf Leser:
Erkennen und Bereinigen von Datenfehlern in naturwissenschaftlichen Daten. Datenbank-Spektrum 15(14): 36- (2005) - [c3]Melanie Weis
DogmatiX Tracks down Duplicates in XML. SIGMOD Conference 2005: 431-442 - [c2]Alexander Bilke, Jens Bleiholder, Christoph Böhm, Karsten Draba, Felix Naumann, Melanie Weis:
Automatic Data Fusion with HumMer. VLDB 2005: 1251-1254 - 2004
- [j1]Felix Naumann, Jens Bleiholder, Melanie Weis:
Eine Übung zur Vorlesung Informationsintegration. Datenbank-Spektrum 11(11): 50-52 (2004) - [c1]Melanie Weis, Felix Naumann
Detecting Duplicate Objects in XML Documents. IQIS 2004: 10-19
Coauthor Index
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