Fabian Mörchen
Impact in
- Signal Processing top 2%
- Time Series Analysis and Forecasting
- Music and Audio Processing
- Data Management and Algorithms
- Speech and Audio Processing
- Information Systems top 5%
- Data Mining Algorithms and Applications
Papers in
-
- Time Series Analysis and Forecasting 7
- Data Management and Algorithms 5
- Music and Audio Processing 4
-
- Data Mining Algorithms and Applications 10
- Co-authors
- Alfred Ultsch (6 shared papers)Dmitriy Fradkin (6 shared papers)Toon Calders (3 shared papers)Hoang Thanh Lam (3 shared papers)Christian Stamm (1 shared paper)Michael Thies (1 shared paper)Steffen Renner (1 shared paper)Olaf Hoos (1 shared paper)
- Journals
- Statistical Analysis and Data Mining The ASA Data Science Journal (1 paper)Data Mining and Knowledge Discovery (1 paper)Journal of Chemical Information and Modeling (1 paper)IEEE Transactions on Audio Speech and Language Processing (1 paper)Knowledge and Information Systems (1 paper)
- Partner nations
- GermanyUnited StatesNetherlands
In The Last Decade
Fabian Mörchen
19 papers receiving 550 citations
Peers
Comparison fields: 5 of 76
- Signal Processing 350
- Information Systems 221
- Artificial Intelligence 248
- Computational Theory and Mathematics 107
- Computer Vision and Pattern Recognition 132
Countries citing papers authored by Fabian Mörchen
This map shows the geographic impact of Fabian Mörchen'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 Fabian Mörchen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fabian Mörchen more than expected).
Fields of papers citing papers by Fabian Mörchen
This network shows the impact of papers produced by Fabian Mörchen. 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 Fabian Mörchen. The network helps show where Fabian Mörchen may publish in the future.
Co-authors
The 15 scholars most cited alongside Fabian Mörchen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2005 | 70 | |
| 2 | 2013 | 67 | |
| 3 | 2007 | 60 | |
| 4 | 2015 | 51 | |
| 5 | 2005 | 46 | |
| 6 | 2007 | 43 | |
| 7 | 2005 | 41 | |
| 8 | Time Series Knowledge Mining | 2006 | 38 |
| 9 | 2008 | 36 | |
| 10 | 2008 | 36 | |
| 11 | 2005 | 28 | |
| 12 | A better tool than Allen's relations for expressing temporal knowledge in interval data | 2006 | 23 |
| 13 | 2007 | 21 | |
| 14 | 2012 | 17 | |
| 15 | An algorithm for fast and reliable ESOM learning | 2006 | 8 |
| 16 | Algorithms for time series knowledge mining. | 2006 | 7 |
| 17 | 2004 | 4 | |
| 18 | 2013 | 2 | |
| 19 | Mining compressing sequential problems | 2012 | 1 |
About Fabian Mörchen
Fabian Mörchen is a scholar working on Signal Processing, Information Systems, Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition, having authored 19 papers that have together received 599 indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (10 papers), Time Series Analysis and Forecasting (7 papers), Data Management and Algorithms (5 papers), Advanced Database Systems and Queries (4 papers), Music and Audio Processing (4 papers), Neural Networks and Applications (3 papers), Rough Sets and Fuzzy Logic (3 papers) and Algorithms and Data Compression (2 papers). The work is most often cited by research in Signal Processing (350 citations), Information Systems (221 citations), Artificial Intelligence (248 citations), Computational Theory and Mathematics (107 citations) and Computer Vision and Pattern Recognition (132 citations). Fabian Mörchen has collaborated with scholars based in Germany, United States and Netherlands. Frequent co-authors include Alfred Ultsch, Dmitriy Fradkin, Toon Calders, Hoang Thanh Lam, Christian Stamm, Michael Thies, Steffen Renner, Olaf Hoos, Sebastian Radestock and Markus Bundschus. Their work appears in journals such as Statistical Analysis and Data Mining The ASA Data Science Journal, Data Mining and Knowledge Discovery, Journal of Chemical Information and Modeling, IEEE Transactions on Audio Speech and Language Processing and Knowledge and Information Systems.
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.