Emmanuel Müller

4.5k citations
80 papers · 2.3k indexed · 1 hit paper · h-index 24

Impact in

    • Anomaly Detection Techniques and Applications
    • Advanced Clustering Algorithms Research
    • Imbalanced Data Classification Techniques
    • Data Management and Algorithms

Papers in

    • Data Management and Algorithms 18
    • Time Series Analysis and Forecasting 10
    • Anomaly Detection Techniques and Applications 28
    • Advanced Clustering Algorithms Research 20
    • Imbalanced Data Classification Techniques 7

Emmanuel Müller

75 papers receiving 2.2k citations

Hit Papers

Deep One-Class Classification 2018 · 484 citations
4842018202620202023100200300400

Peers

Emmanuel Müller
Comparison fields: 5 of 125
  • Artificial Intelligence 1.9k
  • Signal Processing 525
  • Statistical and Nonlinear Physics 359
  • Computer Networks and Communications 560
  • Computer Vision and Pattern Recognition 450
Replace Kenji Yamanishi with:
Kenji Yamanishi Japan
Ira Assent Denmark
Hiroyuki Kitagawa Japan
Wei Cheng United States
Xiaofei Xu China
Cecilia M. Procopiuc United States
Bo Zong United States
Minnan Luo China
Qinbao Song China
Alexander L. Strehl United States
Emmanuel Müller relative to Kenji Yamanishi Japan Kenji Yamanishi's profile →
Citations per field
00.5×1.5×2.1×
Kenji Yamanishi · 1×
Citations per year

Countries citing papers authored by Emmanuel Müller

Since Specialization
Citations

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

Fields of papers citing papers by Emmanuel Müller

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Emmanuel Müller, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Emmanuel Müller Line = papers co-authored together Emmanuel Müller links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 20242
2 20241
3 20242
4 20242
5 20240
6 20240
7 202343
8 20231
9 20222
10
Deep One-Class Classification
Hit paper breakdown →
2018484
11 201411
12
Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description
201317
13 201338
14 201367
15 2012214
16
A framework for evaluation and exploration of clustering algorithms in subspaces of high dimensional databases
20115
17 201183
18
On Using Class-Labels in Evaluation of Clusterings
201069
19
Evaluating Clustering in Subspace Projections of High Dimensional Data
20092
20 20072

About Emmanuel Müller

Emmanuel Müller is a scholar working on Signal Processing, Artificial Intelligence, Statistics and Probability, Statistical and Nonlinear Physics and Computer Vision and Pattern Recognition, having authored 80 papers that have together received 2.3k indexed citations. Recurring topics across this work include Anomaly Detection Techniques and Applications (28 papers), Advanced Clustering Algorithms Research (20 papers), Data Management and Algorithms (18 papers), Data Mining Algorithms and Applications (13 papers), Complex Network Analysis Techniques (12 papers), Time Series Analysis and Forecasting (10 papers), Advanced Statistical Methods and Models (9 papers) and Imbalanced Data Classification Techniques (7 papers). The work is most often cited by research in Artificial Intelligence (1.9k citations), Signal Processing (525 citations), Statistical and Nonlinear Physics (359 citations), Computer Networks and Communications (560 citations) and Computer Vision and Pattern Recognition (450 citations). Emmanuel Müller has collaborated with scholars based in Germany, Denmark and Belgium. Frequent co-authors include Thomas Seidl, Ira Assent, Klemens Böhm, Stephan Günnemann, Fabian Keller, Patricia Iglesias Sánchez, Ralph Krieger, Marius Kloft, Lucas Deecke and Lukas Ruff. Their work appears in journals such as Proceedings of the VLDB Endowment, IEEE Transactions on Knowledge and Data Engineering, BMC Bioinformatics, SAE technical papers on CD-ROM/SAE technical paper series and Machine Learning.

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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