News

News about projects, publications, personnel, talks, etc.

03.05.2024 | Paper accepted at ICML 2024

We are happy to announce that the following paper has been accepted for publication at the International Conference on Machine Learning (ICML):

Kaiping Zheng, Horng-Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics

30.04.2024 | Paper accepted for the Datenbank-Spektrum

Our paper on Research Data Management within the EXC SimTech has been accepted to the Datenbank-Spektrum. 

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

01.03.2024 | Welcoming Larissa C. Shimomura to the team

Larissa C. Shimomura has joined our team as a postdoctoral researcher. She will be working on data integration and data cleaning for AEC data, as part of our research in the Cluster of Excellence IntCDC.  

20.02.2024 | Demonstration accepted at ICDE 2024

We are delighted that the following demonstration paper has been accepted to ICDE 2024. 

Nico Lässig, Ole Nies, Melanie Herschel
FairCR - an evaluation and recommendation system for fair classification algorithms

20.02.2024 | Paper accepted at PAKDD 2024

The following paper has been accepted to the PAKDD 2024 conference. 

Julia Meißner, Dominik Göddeke, Melanie Herschel
Knowledge-Infused Optimization for Parameter Selection in Numerical Simulations

31.10.2023 | Paper accepted to EDBT 2024

We are excited to announce that the following paper has been accepted to the International Conference on Extending Database Technology (EDBT) 2024.

Nico Lässig, Melanie Herschel:
FALCC: Efficiently performing locally fair and accurate classifications

10.01.2023 | Appointment to NFDI Expert Committee

Prof. Herschel has been appointed to the Expert Committee for National Research Data Infrastructure by the DFG. 

09.01.2023 | New team member

Aditya has joined the Data Engineering team as a research assistant.

27.07.2022 | Paper accepted at the DEco Workshop co-located with VLDB 2022

The following paper has been accepted to the International Workshop on Data Ecosystems (DEco), held in conjunction with VLDB 2022. 

Sarah Oppold, Melanie Herschel:
Trust in data engineering: reflection, framework, and evaluation methodology

18.07.2022 | Paper accepted at EDBT 2023

The following paper has been accepted to the International Conference on Extending Database Technology (EDBT) 2023. 

Leonardo Gazzarri, Melanie Herschel:
Progressive Entity Resolution over Incremental Data

15.06.2022 | Paper accepted at VLDB 2022

We are happy to announce that the following paper has been accepted for publication at the International Conference on Very Large Databases (VLDB):

Kaiping Zheng, Shaofeng Cai, Horng-Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi:
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics

 

25.05.2022 | Paper accepted at the TAPP workshop co-located with SIGMOD 2022

The following short paper has been accepted to the International Workshop on Theory and Practice of Provenance (TAPP), held in conjunction with ACM SIGMOD 2022. 

Sarah Oppold, Melanie Herschel:
Provenance-based explanations: are they useful?

03.03.2022 | Paper accepted at the CAISE Forum 2022

The following paper has been accepted to the Forum of the International Conference on Advanced Information Systems Engineering (CAISE) 2022.

Nico Lässig, Melanie Herschel, Alexander Reichle, Carsten Ellwein, Alexander Verl:
The ArchIBALD Data Integration Platform: Bridging Fragmented Processes in the Building Industry.

10.11.2021 | Congratulations Ralf Diestelkämper

Ralf Diestelkämper has successfully defended his PhD thesis. His research focused on "Explaining existing and missing results over nested data in big data analytics systems".

1.7.2021 | Demonstration accepted at VLDB 2021

We look forward to presenting our accepted demonstration of the Breadcrumb system at VLDB 2021.

Ralf Diestelkämper, Seokki Lee, Boris Glavic, Melanie Herschel: Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb.

1.7.2021 | Paper accepted at TAPP 2021

The following paper has been accepted to the International Workshop on Theory and Practice of Provenance (TAPP), held in conjunction with Provenance Week 2021. 

Julia Kühnert, Dominik Göddeke, Melanie Herschel: Provenance-integrated parameter selection and optimization in numerical simulations.

13.3.2021 | Two papers accepted at SIGMOD 2021

We are happy to announce that the following two papers have been accepted for publication in the research track of the ACM SIG Conference on Management of Data (SIGMOD) 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.

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.

22.1.2021 | Congratulations Houssem Ben Lahmar

Houssem Ben Lahmar had successfully defended his Ph.D. dissertation. His research focused on "Provenance-based visual data exploration".

9.12.2020 | New team member

Nico Lässig has joined our team as a PhD student. Hi will work on an interdisciplinary EXC IntCDC project in collaboration with the Institute for Control Engineering of Machine Tools and Manufacturing Units (ISW) , focusing on data management solutions for integrative and adaptive design and manufacturing in the construction industry.

5.10.2020 | Paper accepted at ICDE 2021

The paper entitled End-to-end Task Based Parallelization for Entity Resolution on Dynamic Data by Leonardo Gazzarri and Melanie Herschel has been accepted as full research paper at ICDE 2021.

10.2019 - 9.2020 | Melanie Herschel visiting NUS

Melanie Herschel joined the National University of Singapore as visiting research professor.  

10.9.2020 | Paper accepted at ER Forum 2020

The paper entitled Accountable data analytics start with accountable data: the LiQuID metadata model by Sarah Oppold and Melanie Herschel has been accepted for presentation at the ER Forum of the International Conference on Conceptual Modeling (ER) 2020. 

28.8.2020 | Best paper award at ADBIS 2020

We are honoured that our ADBIS paper on Distributed Tree-Pattern Matching in Big Data Analytics Systems by Ralf Diestelkämper and Melanie Herschel received the Best Paper Award at ADBIS 2020.

8.8.2020 | Paper accepted to Information Systems Journal

The paper entitled Collaborative filtering over evolution provenance data for interactive visual data exploration by Houssem Ben Lahmar and Melanie Herschel has been accepted for publication in the Information Systems journal.

14.5.2020 | Paper accepted at ADBIS 2020

The paper entitled Distributed Tree-Pattern Matching in Big Data Analytics Systems by Ralf Diestelkämper and Melanie Herschel has been accepted as full paper to be presented at ADBIS 2020. 

13.5.2020 | New team member

Julia Kühnert has joined our team as a PhD student. She will work on a joint interdisciplinary SimTech project with the Mathematics department on capturing novel kinds of provenance in simulation computations.

19.3.2020 | Paper accepted at CAiSE 2020

The paper entitled A System Framework for Personalized and Transparent Data-Driven Decisions by Sarah Oppold and Melanie Herschel has been accepted as full paper at CAiSE 2020. 

30.12.2019 | Short paper accepted at EDBT 2020

The paper entitled Boosting Blocking Performance in Entity Resolution Pipelines: Comparison Cleaning using Bloom Filters by Leonardo Gazzarri and Melanie Herschel has been accepted to the short paper track of EDBT 2020. 

25.11.2019 | Paper accepted at EDBT 2020

The paper entitled Tracing nested data with structural provenance for big data analytics by Ralf Diestelkämper and Melanie Herschel has been accepted as full paper at EDBT 2020. 

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