Barbora Micenková

1.4k total citations · 1 hit paper
6 papers, 670 citations indexed

About

Barbora Micenková is a scholar working on Artificial Intelligence, Statistics and Probability and Civil and Structural Engineering. According to data from OpenAlex, Barbora Micenková has authored 6 papers receiving a total of 670 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Artificial Intelligence, 4 papers in Statistics and Probability and 1 paper in Civil and Structural Engineering. Recurrent topics in Barbora Micenková's work include Anomaly Detection Techniques and Applications (5 papers), Imbalanced Data Classification Techniques (4 papers) and Advanced Statistical Methods and Models (4 papers). Barbora Micenková is often cited by papers focused on Anomaly Detection Techniques and Applications (5 papers), Imbalanced Data Classification Techniques (4 papers) and Advanced Statistical Methods and Models (4 papers). Barbora Micenková collaborates with scholars based in Denmark, Canada and Japan. Barbora Micenková's co-authors include Ira Assent, Arthur Zimek, Jörg Sander, Guilherme O. Campos, Ricardo J. G. B. Campello, Erich Schubert, Michael E. Houle, Matteo Magnani, Cécile Bothorel and Raymond T. Ng and has published in prestigious journals such as Data Mining and Knowledge Discovery, Network Science and University of Southern Denmark Research Portal (University of Southern Denmark).

In The Last Decade

Barbora Micenková

6 papers receiving 647 citations

Hit Papers

align trajectories

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.

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study

2016 438 citations Guilherme O. Campos, Arthur Zimek et al. Data Mining and Knowledge Discovery profile →

Peers

Countries citing papers authored by Barbora Micenková

Since Specialization

Citations

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

Fields of papers citing papers by Barbora Micenková

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Barbora Micenková

This figure shows the co-authorship network connecting the top 25 collaborators of Barbora Micenková. A scholar is included among the top collaborators of Barbora Micenková 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 Barbora Micenková. Barbora Micenková is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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6 of 6 papers shown

#	Work	Indexed citations
1	On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study breakdown → 2016 ·Data Mining and Knowledge Discovery ·Guilherme O. Campos, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello, Barbora Micenková, Erich Schubert, Ira Assent, Michael E. Houle	438
2	On the Evaluation of Outlier Detection: Measures, Datasets, and an Empirical Study Continued 2016 ·University of Southern Denmark Research Portal (University of Southern Denmark) ·Guilherme O. Campos, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello, Barbora Micenková, Erich Schubert, Ira Assent, Michael E. Houle	2
3	Clustering attributed graphs: Models, measures and methods 2015 ·Network Science ·Cécile Bothorel, (unknown), Matteo Magnani, Barbora Micenková	134
4	Learning Outlier Ensembles: The Best of Both Worlds - Supervised and Unsupervised 2014 ·Barbora Micenková, Brian McWilliams, Ira Assent	26
5	Explaining Outliers by Subspace Separability 2013 ·Barbora Micenková, Raymond T. Ng, (unknown), Ira Assent	61
6	Outlier Detection with Space Transformation and Spectral Analysis 2013 ·Xuan Hong Dang, Barbora Micenková, Ira Assent, Raymond T. Ng	9

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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