Detlef Nauck

4.2k total citations · 1 hit paper
66 papers, 2.3k citations indexed

About

Detlef Nauck is a scholar working on Artificial Intelligence, Information Systems and Statistics and Probability. According to data from OpenAlex, Detlef Nauck has authored 66 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Artificial Intelligence, 19 papers in Information Systems and 12 papers in Statistics and Probability. Recurrent topics in Detlef Nauck's work include Fuzzy Logic and Control Systems (30 papers), Neural Networks and Applications (27 papers) and Data Mining Algorithms and Applications (13 papers). Detlef Nauck is often cited by papers focused on Fuzzy Logic and Control Systems (30 papers), Neural Networks and Applications (27 papers) and Data Mining Algorithms and Applications (13 papers). Detlef Nauck collaborates with scholars based in United Kingdom, Germany and Japan. Detlef Nauck's co-authors include Rudolf Kruse, Frank Klawonn, Ben Azvine, Zhanfeng Cui, Martin Spott, Basim Majeed, Andreas Nürnberger, Christian Borgelt, Bogdan Gabryś and Ching‐Tien Ho and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Fuzzy Sets and Systems.

In The Last Decade

Detlef Nauck

65 papers receiving 2.0k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Foundations of neuro-fuzzy systems

1997 520 citations Detlef Nauck, Frank Klawonn et al. Medical Entomology and Zoology profile →

Peers

Countries citing papers authored by Detlef Nauck

Since Specialization

Citations

This map shows the geographic impact of Detlef Nauck'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 Detlef Nauck with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Detlef Nauck more than expected).

Fields of papers citing papers by Detlef Nauck

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Detlef Nauck. 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 Detlef Nauck. The network helps show where Detlef Nauck may publish in the future.

Co-authorship network of co-authors of Detlef Nauck

This figure shows the co-authorship network connecting the top 25 collaborators of Detlef Nauck. A scholar is included among the top collaborators of Detlef Nauck 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 Detlef Nauck. Detlef Nauck 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

#	Work	Indexed citations
1	Benchmarking Video Service Quality: Quantifying the Viewer Impact of Loss-Related Impairments 2020 ·IEEE Transactions on Network and Service Management ·(unknown), (unknown), Detlef Nauck, Miguel Rio	4
2	Machine learning based Call Admission Control approaches: A comparative study 2010 ·UEA Digital Repository (University of East Anglia) ·Abul Bashar, Gerard Parr, Sally McClean, Bryan Scotney, Detlef Nauck	11
3	Intelligent process analytics for CRM 2006 ·BT Technology Journal ·Ben Azvine, Detlef Nauck, Ching‐Tien Ho, (unknown), Jee‐Hae Lim	3
4	A framework for discovering interesting business changes from data 2006 ·BT Technology Journal ·(unknown), Detlef Nauck, Christian Borgelt, Rudolf Kruse	5
5	Automatically Determine Initial Fuzzy Partitions for Neuro-Fuzzy Classifiers 2006 ·Frank Klawonn, Detlef Nauck	1
6	The Evolution of Neuro-Fuzzy Systems 2005 ·Detlef Nauck, Andreas Nürnberger	3
7	Dynamic Daily-Living Patterns and Association Analyses in Tele-Care Systems 2005 ·(unknown), Trevor Martin, Nick Clarke, Basim Majeed, Detlef Nauck	9
8	Measuring interpretability in rule-based classification systems 2004 ·Detlef Nauck	62
9	Automatic Intelligent Data Analysis in Sensor Networks for iSpace 2004 ·BT Technology Journal ·Detlef Nauck, Basim Majeed	2
10	Fuzzy data analysis with NEFCLASS 2003 ·International Journal of Approximate Reasoning ·Detlef Nauck	34
11	Neuro-Fuzzy-Systeme 2003 ·Christian Borgelt, Frank Klawonn, Rudolf Kruse, Detlef Nauck	9
12	Fuzzy data analysis with NEFCLASS 2002 ·Detlef Nauck	6
13	Generating classification rules with the neuro-fuzzy system NEFCLASS 2002 ·Detlef Nauck, (unknown), Rudolf Kruse	50
14	9th International Conference on Fuzzy Systems (FUZZ-IEEE 2000). 2001 ·Künstliche Intell. ·Detlef Nauck	2
15	Obtaining interpretable fuzzy classification rules from medical data 1999 ·Artificial Intelligence in Medicine ·Detlef Nauck, Rudolf Kruse	312
16	Neuro-fuzzy control based on the NEFCON-model: recent developments 1999 ·Soft Computing ·Andreas Nürnberger, Detlef Nauck, Rudolf Kruse	34
17	A Neuro-Fuzzy Development Tool for Fuzzy Controllers under MATLAB/SIMULINK 1997 ·Andreas Nürnberger, Detlef Nauck, Rudolf Kruse	6
18	Foundations of neuro-fuzzy systems breakdown → 1997 ·Medical Entomology and Zoology ·Detlef Nauck, Frank Klawonn, Rudolf Kruse	520
19	A neuro-fuzzy method to learn fuzzy classification rules from data 1997 ·Fuzzy Sets and Systems ·Detlef Nauck, Rudolf Kruse	271
20	Neuronale Netze und Fuzzy-Systeme 1994 ·Detlef Nauck, Frank Klawonn, Rudolf Kruse	52

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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