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Manuel Fritz
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2020 – today
- 2023
- [j6]Dennis Treder-Tschechlov
, Manuel Fritz
, Holger Schwarz
, Bernhard Mitschang
:
ML2DAC: Meta-Learning to Democratize AutoML for Clustering Analysis. Proc. ACM Manag. Data 1(2): 144:1-144:26 (2023) - [c9]Manuel Fritz:
Data Management in Semiconductor Manufacturing Equipment: Current State and Challenges (abstract). GvDB 2023 - 2022
- [j5]Manuel Fritz
, Michael Behringer, Dennis Tschechlov
, Holger Schwarz:
Efficient exploratory clustering analyses in large-scale exploration processes. VLDB J. 31(4): 711-732 (2022) - [c8]Michael Behringer, Manuel Fritz, Holger Schwarz, Bernhard Mitschang:
DATA-IMP: An Interactive Approach to Specify Data Imputation Transformations on Large Datasets. CoopIS 2022: 55-74 - 2021
- [b1]Manuel Fritz:
Methods for enhanced exploratory clustering analyses. University of Stuttgart, Germany, 2021 - [c7]Manuel Fritz
, Dennis Tschechlov
, Holger Schwarz:
Efficient Exploratory Clustering Analyses with Qualitative Approximations. EDBT 2021: 337-342 - [c6]Dennis Tschechlov
, Manuel Fritz
, Holger Schwarz:
AutoML4Clust: Efficient AutoML for Clustering Analyses. EDBT 2021: 343-348 - [c5]Manuel Fritz, Gang Shao, Holger Schwarz:
Automatic Selection of Analytic Platforms with ASAP-DM. SSDBM 2021: 220-225 - 2020
- [j4]Manuel Fritz
, Osama Muazzen, Michael Behringer, Holger Schwarz:
ASAP-DM: a framework for automatic selection of analytic platforms for data mining. SICS Softw.-Intensive Cyber Phys. Syst. 35(1-2): 17-29 (2020) - [j3]Manuel Fritz, Michael Behringer, Holger Schwarz:
LOG-Means: Efficiently Estimating the Number of Clusters in Large Datasets. Proc. VLDB Endow. 13(11): 2118-2131 (2020) - [c4]Michael Behringer
, Pascal Hirmer, Manuel Fritz
, Bernhard Mitschang:
Empowering Domain Experts to Preprocess Massive Distributed Datasets. BIS 2020: 61-75 - [c3]Manuel Fritz
, Dennis Tschechlov
, Holger Schwarz:
Learning from Past Observations: Meta-Learning for Efficient Clustering Analyses. DaWaK 2020: 364-379
2010 – 2019
- 2019
- [j2]Manuel Fritz
, Michael Behringer, Holger Schwarz:
Quality-driven early stopping for explorative cluster analysis for big data. SICS Softw.-Intensive Cyber Phys. Syst. 34(2-3): 129-140 (2019) - [c2]Manuel Fritz
, Holger Schwarz:
Initializing k-Means Efficiently: Benefits for Exploratory Cluster Analysis. OTM Conferences 2019: 146-163 - 2017
- [j1]Simon Albrecht
, Manuel Fritz
, Jens Strüker, Holger Ziekow:
Targeting customers for an optimized energy procurement. Comput. Sci. Res. Dev. 32(1-2): 225-235 (2017) - [c1]Manuel Fritz, Simon Albrecht, Holger Ziekow, Jens Strüker:
Benchmarking Big Data Technologies for Energy Procurement Efficiency. AMCIS 2017
Coauthor Index
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