Melanie Herschel

72 papers A* 4A 8B 10C 1Misc 3Journal 20Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Experimental Analysis of Multi-Step Pipelines for Fair Classifications - More than the Sum of Their Parts? ICDE Nico Lässig, Melanie Herschel
2025	A	`conf`	FairRegBoost: An End-to-End Data Processing Framework for Fair and Scalable Regression. CIKM Nico Lässig, Melanie Herschel
2024	A*	`conf`	Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics. ICML Kaiping Zheng, Horng Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024	B	`conf`	FALCC: Efficiently performing locally fair and accurate classifications. EDBT Nico Lässig, Melanie Herschel
2024	A*	`conf`	FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms. ICDE Nico Lässig, Melanie Herschel, Ole Nies
2024	—	`conf`	Knowledge-Infused Optimization for Parameter Selection in Numerical Simulations. PAKDD (6) Julia Meißner, Dominik Göddeke, Melanie Herschel
2024	B	`conf`	Putting Co-Design-Supporting Data Lakes to the Test: An Evaluation on AEC Case Studies. DaWaK Melanie Herschel, Andreas Gienger, Anja Patricia Regina Lauer, Charlotte Stein, Lior Skoury, Nico Lässig, Carsten Ellwein, Alexander Verl, Thomas Wortmann, Cristina Tarín-Sauer
2024	J	`jnl`	Research Data Management in Simulation Science: Infrastructure, Tools, and Applications. Datenbank-Spektrum Bernd Flemisch, Sibylle Hermann, Melanie Herschel, Dirk Pflüger, Jürgen Pleiss, Jan Range, Sarbani Roy, Makoto Takamoto, Benjamin Uekermann
2023	J	`jnl`	A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset. CoRR 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
2023	B	`conf`	Progressive Entity Resolution over Incremental Data. EDBT Leonardo Gazzarri, Melanie Herschel
2022	J	`jnl`	DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. Proc. VLDB Endow. Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi
2022	J	`jnl`	Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles. Datenbank-Spektrum Nico Lässig, Sarah Oppold, Melanie Herschel
2022	—	`conf`	Provenance-based explanations: are they useful? TaPP Sarah Oppold, Melanie Herschel
2022	—	`conf`	The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry. CAiSE Forum Nico Lässig, Melanie Herschel, Alexander Reichle, Carsten Ellwein, Alexander Verl
2022	—	`conf`	Trust in data engineering: reflection, framework, and evaluation methodology. DEco@VLDB Sarah Oppold, Melanie Herschel
2021	J	`jnl`	Collaborative filtering over evolution provenance data for interactive visual data exploration. Inf. Syst. Houssem Ben Lahmar, Melanie Herschel
2021	Misc	`ed.`	Datenbanksysteme für Business, Technologie und Web (BTW 2021), 19. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 13.-17. September 2021, Dresden, Germany, Proceedings BTW Kai-Uwe Sattler, Melanie Herschel, Wolfgang Lehner
2021	J	`jnl`	Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb. Proc. VLDB Endow. Ralf Diestelkämper, Seokki Lee, Boris Glavic, Melanie Herschel
2021	A*	`conf`	End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data. ICDE Leonardo Gazzarri, Melanie Herschel
2021	—	`conf`	PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao
2021	—	`conf`	Provenance-integrated parameter selection and optimization in numerical simulations. TaPP Julia Kühnert, Dominik Göddeke, Melanie Herschel
2021	—	`conf`	To Not Miss the Forest for the Trees - A Holistic Approach for Explaining Missing Answers over Nested Data. SIGMOD Conference Ralf Diestelkämper, Seokki Lee, Melanie Herschel, Boris Glavic
2021	J	`jnl`	To not miss the forest for the trees - a holistic approach for explaining missing answers over nested data (extended version). CoRR Ralf Diestelkämper, Seokki Lee, Melanie Herschel, Boris Glavic
2021	Misc	`conf`	Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles. BTW Nico Lässig, Sarah Oppold, Melanie Herschel
2020	A	`conf`	A System Framework for Personalized and Transparent Data-Driven Decisions. CAiSE Sarah Oppold, Melanie Herschel
2020	—	`conf`	Accountable Data Analytics Start with Accountable Data: The LiQuID Metadata Model. ER Forum/Posters/Demos Sarah Oppold, Melanie Herschel
2020	B	`conf`	Boosting Blocking Performance in Entity Resolution Pipelines: Comparison Cleaning using Bloom Filters. EDBT Leonardo Gazzarri, Melanie Herschel
2020	C	`conf`	Distributed Tree-Pattern Matching in Big Data Analytics Systems. ADBIS Ralf Diestelkämper, Melanie Herschel
2020	J	`jnl`	Towards task-based parallelization for entity resolution. SICS Softw.-Intensive Cyber Phys. Syst. Leonardo Gazzarri, Melanie Herschel
2020	B	`conf`	Tracing nested data with structural provenance for big data analytics. EDBT Ralf Diestelkämper, Melanie Herschel
2019	B	`ed.`	Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019 EDBT Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi
2019	—	`conf`	Capturing and Querying Structural Provenance in Spark with Pebble. SIGMOD Conference Ralf Diestelkämper, Melanie Herschel
2019	A	`conf`	LuPe: A System for Personalized and Transparent Data-driven Decisions. CIKM Sarah Oppold, Melanie Herschel
2019	—	`conf`	Query-based Why-not Explanations for Nested Data. TaPP Ralf Diestelkämper, Boris Glavic, Melanie Herschel, Seokki Lee
2019	—	`conf`	Structural summaries for visual provenance analysis. TaPP Houssem Ben Lahmar, Melanie Herschel
2019	—	`conf`	Towards Integrating Collaborative Filtering in Visual Data Exploration Systems. ADBIS (Short Papers and Workshops) Houssem Ben Lahmar, Melanie Herschel
2019	J	`jnl`	Volume-based large dynamic graph analysis supported by evolution provenance. Multim. Tools Appl. Valentin Bruder, Houssem Ben Lahmar, Marcel Hlawatsch, Steffen Frey, Michael Burch, Daniel Weiskopf, Melanie Herschel, Thomas Ertl
2018	—	`ed.`	10th USENIX Workshop on the Theory and Practice of Provenance, TaPP 2018, London, UK, July 11-12, 2018. TaPP Melanie Herschel
2018	—	`ed.`	Proceedings of the 5th International Workshop on Exploratory Search in Databases and the Web, ExploreDB 2018, Houston, TX, USA, June 15, 2018 ExploreDB@SIGMOD/PODS Melanie Herschel, Yannis Velegrakis
2018	—	`conf`	Provenance for Entity Resolution. IPAW Sarah Oppold, Melanie Herschel
2018	B	`conf`	Provenance-Based Visual Data Exploration with EVLIN. EDBT Houssem Ben Lahmar, Melanie Herschel, Michael Blumenschein, Daniel A. Keim
2018	B	`conf`	Simultaneous Visual Analysis of Multiple Software Hierarchies. VISSOFT Christoph Schulz, Adrian Zeyfang, Mereke van Garderen, Houssem Ben Lahmar, Melanie Herschel, Daniel Weiskopf
2017	J	`jnl`	A survey on provenance: What for? What form? What from? VLDB J. Melanie Herschel, Ralf Diestelkämper, Houssem Ben Lahmar
2017	Misc	`ed.`	Datenbanksysteme für Business, Technologie und Web (BTW 2017), 17. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme" (DBIS), 6.-10. März 2017, Stuttgart, Germany, Proceedings BTW Bernhard Mitschang, Daniela Nicklas, Frank Leymann, Harald Schöning, Melanie Herschel, Jens Teubner, Theo Härder, Oliver Kopp, Matthias Wieland
2017	—	`conf`	Provenance in DISC Systems: Reducing Space Overhead at Runtime. TaPP Ralf Diestelkämper, Melanie Herschel, Priyanka Jadhav
2017	—	`conf`	Provenance-based Recommendations for Visual Data Exploration. TaPP Houssem Ben Lahmar, Melanie Herschel
2016	—	`conf`	Provenance: On and Behind the Screens. SIGMOD Conference Melanie Herschel, Marcel Hlawatsch
2016	—	`conf`	Refining SQL Queries based on Why-Not Polynomials. TaPP Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
2016	A	`conf`	Reuse-based Optimization for Pig Latin. CIKM Jesús Camacho-Rodríguez, Dario Colazzo, Melanie Herschel, Ioana Manolescu, Soudip Roy Chowdhury
2015	J	`jnl`	A Hybrid Approach to Answering Why-Not Questions on Relational Query Results. ACM J. Data Inf. Qual. Melanie Herschel
2015	J	`jnl`	EFQ: Why-Not Answer Polynomials in Action. Proc. VLDB Endow. Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
2015	A	`conf`	Efficient Computation of Polynomial Explanations of Why-Not Questions. CIKM Nicole Bidoit, Melanie Herschel, Aikaterini Tzompanaki
2015	J	`jnl`	Immutably answering Why-Not questions for equivalent conjunctive queries. Ingénierie des Systèmes d Inf. Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
2015	—	`conf`	LANCE: Piercing to the Heart of Instance Matching Tools. ISWC (1) Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, Axel-Cyrille Ngonga Ngomo
2015	—	`conf`	Pushing the Limits of Instance Matching Systems: A Semantics-Aware Benchmark for Linked Data. WWW (Companion Volume) Tzanina Saveta, Evangelia Daskalaki, Giorgos Flouris, Irini Fundulaki, Melanie Herschel, Axel-Cyrille Ngonga Ngomo
2014	—	`conf`	Entity resolution in the web of data. WWW (Companion Volume) Kostas Stefanidis, Vasilis Efthymiou, Melanie Herschel, Vassilis Christophides
2014	—	`conf`	Immutably Answering Why-Not Questions for Equivalent Conjunctive Queries. TAPP Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
2014	B	`conf`	Query-Based Why-Not Provenance with NedExplain. EDBT Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
2013	J	`jnl`	Efficient and Effective Duplicate Detection in Hierarchical Data. IEEE Trans. Knowl. Data Eng. Luís Leitão, Pável Calado, Melanie Herschel
2013	A	`conf`	Wondering why data are missing from query results?: ask conseil why-not. CIKM Melanie Herschel
2012	J	`jnl`	Datenintegration. it Inf. Technol. Melanie Herschel
2012	J	`jnl`	Scalable Iterative Graph Duplicate Detection. IEEE Trans. Knowl. Data Eng. Melanie Herschel, Felix Naumann, Sascha Szott, Maik Taubert
2012	A	`conf`	The nautilus analyzer: understanding and debugging data transformations. CIKM Melanie Herschel, Hanno Eichelberger
2011	J	`jnl`	Eliminating NULLs with Subsumption and Complementation. IEEE Data Eng. Bull. Jens Bleiholder, Melanie Herschel, Felix Naumann
2010	—	`book`	An Introduction to Duplicate Detection Felix Naumann, Melanie Herschel
2010	—	`ch.`	An Overview of XML Duplicate Detection Algorithms. Soft Computing in XML Data Management Pável Calado, Melanie Herschel, Luís Leitão
2010	—	`conf`	Complement union for data integration. ICDE Workshops Jens Bleiholder, Sascha Szott, Melanie Herschel, Felix Naumann
2010	J	`jnl`	Explaining Missing Answers to SPJUA Queries. Proc. VLDB Endow. Melanie Herschel, Mauricio A. Hernández
2010	B	`conf`	Subsumption and complementation as data fusion operators. EDBT Jens Bleiholder, Sascha Szott, Melanie Herschel, Frank Kaufer, Felix Naumann
2009	J	`jnl`	Artemis: A System for Analyzing Missing Answers. Proc. VLDB Endow. Melanie Herschel, Mauricio A. Hernández, Wang Chiew Tan
2009	J	`jnl`	Dublettenerkennung unter Berücksichtigung von Datenabhängigkeiten (Duplicate Detection Exploiting Data Relationships). it Inf. Technol. Melanie Herschel
2008	A	`conf`	Scaling up duplicate detection in graph data. CIKM Melanie Herschel, Felix Naumann