Melanie Herschel

1.3k total citations
44 papers, 703 citations indexed

About

Melanie Herschel is a scholar working on Information Systems and Management, Management Science and Operations Research and Computer Networks and Communications. According to data from OpenAlex, Melanie Herschel has authored 44 papers receiving a total of 703 indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Information Systems and Management, 24 papers in Management Science and Operations Research and 17 papers in Computer Networks and Communications. Recurrent topics in Melanie Herschel's work include Data Quality and Management (24 papers), Scientific Computing and Data Management (23 papers) and Advanced Database Systems and Queries (13 papers). Melanie Herschel is often cited by papers focused on Data Quality and Management (24 papers), Scientific Computing and Data Management (23 papers) and Advanced Database Systems and Queries (13 papers). Melanie Herschel collaborates with scholars based in Germany, France and United States. Melanie Herschel's co-authors include Felix Naumann, Mauricio A. Hernández, Wang-Chiew Tan, Pável Calado, Jens Bleiholder, Nicole Bidoít, Marcel Hlawatsch, Ioana Manolescu, Lauren D. Smith and Michael McKee and has published in prestigious journals such as IEEE Transactions on Knowledge and Data Engineering, BJOG An International Journal of Obstetrics & Gynaecology and Proceedings of the VLDB Endowment.

In The Last Decade

Melanie Herschel

41 papers receiving 656 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Melanie Herschel Germany	12	346	303	257	236	225	44	703
Yeye He United States	19	432 1.2×	580 1.9×	323 1.3×	216 0.9×	69 0.3×	47	897
Kostas Stefanidis Greece	19	337 1.0×	470 1.6×	428 1.7×	314 1.3×	32 0.1×	93	934
Sean Kandel United States	5	204 0.6×	237 0.8×	156 0.6×	164 0.7×	136 0.6×	9	615
George Papadakis Greece	21	996 2.9×	930 3.1×	558 2.2×	269 1.1×	51 0.2×	73	1.3k
Arvid Heise Germany	10	170 0.5×	213 0.7×	271 1.1×	262 1.1×	63 0.3×	12	502
Lucian Popa United States	16	257 0.7×	539 1.8×	223 0.9×	327 1.4×	46 0.2×	42	723
Brian Milch United States	12	280 0.8×	687 2.3×	206 0.8×	137 0.6×	26 0.1×	19	924
Sergej Sizov Germany	11	47 0.1×	278 0.9×	212 0.8×	92 0.4×	47 0.2×	43	502
Spyros Kotoulas Ireland	11	60 0.2×	317 1.0×	203 0.8×	279 1.2×	36 0.2×	62	516

Countries citing papers authored by Melanie Herschel

Since Specialization

Citations

This map shows the geographic impact of Melanie Herschel's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Melanie Herschel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Melanie Herschel more than expected).

Fields of papers citing papers by Melanie Herschel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Melanie Herschel. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Melanie Herschel. The network helps show where Melanie Herschel may publish in the future.

Co-authorship network of co-authors of Melanie Herschel

This figure shows the co-authorship network connecting the top 25 collaborators of Melanie Herschel. A scholar is included among the top collaborators of Melanie Herschel based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Melanie Herschel. Melanie Herschel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Herschel, Melanie, et al.. (2024). FairCR – An Evaluation and Recommendation System for Fair Classification Algorithms. 5473–5476. 1 indexed citations

Herschel, Melanie, et al.. (2022). Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles. Datenbank-Spektrum. 22(1). 23–43. 5 indexed citations

Zheng, Kaiping, Shaofeng Cai, Horng‐Ruey Chua, et al.. (2022). DyHealth. Proceedings of the VLDB Endowment. 15(12). 3445–3458. 7 indexed citations

Wortmann, Thomas, Melanie Herschel, Steffen Staab, & Cristina Tarín. (2022). AI for AEC: KI für Bauplanung und Bau. Bautechnik. 99(10). 711–719. 2 indexed citations

Smith, Lauren D., et al.. (2022). Experiences of pregnancy and perinatal healthcare access of women who are deaf: a qualitative study. BJOG An International Journal of Obstetrics & Gynaecology. 130(5). 514–521. 19 indexed citations

Herschel, Melanie, et al.. (2021). To Not Miss the Forest for the Trees - A Holistic Approach for Explaining Missing Answers over Nested Data. 405–417. 7 indexed citations

Glavic, Boris, et al.. (2021). Debugging missing answers for spark queries over nested data with breadcrumb. Proceedings of the VLDB Endowment. 14(12). 2731–2734. 1 indexed citations

Herschel, Melanie, et al.. (2020). Accountable Data Analytics Start with Accountable Data: The LiQuID Metadata Model.. 59–72. 2 indexed citations

Herschel, Melanie, et al.. (2020). Collaborative filtering over evolution provenance data for interactive visual data exploration. Information Systems. 95. 101620–101620. 1 indexed citations

10.

Herschel, Melanie, et al.. (2019). Towards task-based parallelization for entity resolution. 35(1-2). 31–38. 2 indexed citations

11.

Schulz, Christoph, et al.. (2018). Simultaneous Visual Analysis of Multiple Software Hierarchies. 87–95. 3 indexed citations

12.

Herschel, Melanie, et al.. (2017). A survey on provenance: What for? What form? What from?. The VLDB Journal. 26(6). 881–906. 143 indexed citations

13.

Saveta, Tzanina, Evangelia Daskalaki, Giorgos Flouris, et al.. (2015). Pushing the Limits of Instance Matching Systems. 105–106. 8 indexed citations

14.

Herschel, Melanie & Ioana Manolescu. (2012). DataBridges. 1–4. 6 indexed citations

15.

Calado, Pável, et al.. (2012). Efficient and Effective Duplicate Detection in Hierarchical Data. IEEE Transactions on Knowledge and Data Engineering. 25(5). 1028–1041. 23 indexed citations

16.

Herschel, Melanie, et al.. (2012). The nautilus analyzer. 2731–2733. 5 indexed citations

17.

Bleiholder, Jens, Melanie Herschel, & Felix Naumann. (2011). Eliminating NULLs with Subsumption and Complementation.. IEEE Data(base) Engineering Bulletin. 34. 18–25. 7 indexed citations

18.

Herschel, Melanie, et al.. (2011). Scalable Iterative Graph Duplicate Detection. IEEE Transactions on Knowledge and Data Engineering. 24(11). 2094–2108. 23 indexed citations

19.

Bleiholder, Jens, et al.. (2010). Complement union for data integration. 183–186. 7 indexed citations

20.

Herschel, Melanie, Mauricio A. Hernández, & Wang-Chiew Tan. (2009). Artemis. Proceedings of the VLDB Endowment. 2(2). 1550–1553. 35 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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