Bettina Finzel

516 total citations · 1 hit paper
14 papers, 266 citations indexed

About

Bettina Finzel is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Experimental and Cognitive Psychology. According to data from OpenAlex, Bettina Finzel has authored 14 papers receiving a total of 266 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 3 papers in Computer Vision and Pattern Recognition and 3 papers in Experimental and Cognitive Psychology. Recurrent topics in Bettina Finzel's work include Explainable Artificial Intelligence (XAI) (10 papers), Machine Learning in Healthcare (5 papers) and Topic Modeling (3 papers). Bettina Finzel is often cited by papers focused on Explainable Artificial Intelligence (XAI) (10 papers), Machine Learning in Healthcare (5 papers) and Topic Modeling (3 papers). Bettina Finzel collaborates with scholars based in Germany, Austria and United States. Bettina Finzel's co-authors include Gesina Schwalbe, Ute Schmid, Alessa Angerschmid, Anna Saranti, Andreas Holzinger, Bastian Pfeifer, Daniela Nicklas, Carol I. Geppert, Michaela Benz and Thomas Wittenberg and has published in prestigious journals such as SHILAP Revista de lepidopterología, Pflügers Archiv - European Journal of Physiology and Data Mining and Knowledge Discovery.

In The Last Decade

Bettina Finzel

13 papers receiving 261 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.

A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts

2023 138 citations Gesina Schwalbe, Bettina Finzel Data Mining and Knowledge Discovery profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Bettina Finzel Germany	6	189	49	27	25	25	14	266
Jörg Schlötterer Germany	7	228 1.2×	42 0.9×	26 1.0×	42 1.7×	19 0.8×	25	339
Hanjie Chen United States	6	235 1.2×	39 0.8×	11 0.4×	28 1.1×	13 0.5×	10	347
Samuel Jenkins United States	2	184 1.0×	39 0.8×	13 0.5×	24 1.0×	88 3.5×	2	267
David Schneeberger Austria	4	129 0.7×	75 1.5×	15 0.6×	13 0.5×	35 1.4×	5	235
Ivan Donadello Italy	10	181 1.0×	28 0.6×	11 0.4×	32 1.3×	15 0.6×	22	261
Eoin M. Kenny Ireland	5	222 1.2×	36 0.7×	20 0.7×	33 1.3×	31 1.2×	10	266
Jan Trienes Germany	4	190 1.0×	44 0.9×	23 0.9×	21 0.8×	18 0.7×	6	250
Alan Perotti Italy	8	204 1.1×	74 1.5×	11 0.4×	17 0.7×	26 1.0×	19	301
Andrés Páez Colombia	5	106 0.6×	33 0.7×	8 0.3×	9 0.4×	13 0.5×	19	216
Christopher Akiki Germany	4	133 0.7×	25 0.5×	4 0.1×	21 0.8×	8 0.3×	10	201

Countries citing papers authored by Bettina Finzel

Since Specialization

Citations

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

Fields of papers citing papers by Bettina Finzel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Bettina Finzel

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

All Works

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14 of 14 papers shown

1.

Finzel, Bettina. (2025). Current methods in explainable artificial intelligence and future prospects for integrative physiology. Pflügers Archiv - European Journal of Physiology. 477(4). 513–529. 5 indexed citations

2.

Finzel, Bettina. (2025). Toward trustworthy AI with integrative explainable AI frameworks. it - Information Technology. 67(1). 20–45.

3.

Finzel, Bettina. (2024). Human-Centered Explanations: Lessons Learned from Image Classification for Medical and Clinical Decision Making. KI - Künstliche Intelligenz. 38(3). 157–167. 3 indexed citations

4.

Holzinger, Andreas, et al.. (2023). Toward human-level concept learning: Pattern benchmarking for AI algorithms. Patterns. 4(8). 100788–100788. 24 indexed citations

5.

Schwalbe, Gesina & Bettina Finzel. (2023). A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts. Data Mining and Knowledge Discovery. 38(5). 3043–3101. 138 indexed citations breakdown →

6.

Finzel, Bettina, et al.. (2022). Correction: Generating Explanations for Conceptual Validation of Graph Neural Networks. KI - Künstliche Intelligenz. 39(4). 341–341. 1 indexed citations

7.

Finzel, Bettina, et al.. (2022). Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. KI - Künstliche Intelligenz. 36(3-4). 271–285. 11 indexed citations

8.

Finzel, Bettina, et al.. (2022). CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect Recognition. 2022 26th International Conference on Pattern Recognition (ICPR). 798–804. 2 indexed citations

9.

Geppert, Carol I., et al.. (2022). Explaining and Evaluating Deep Tissue Classification by Visualizing Activations of Most Relevant Intermediate Layers. SHILAP Revista de lepidopterología. 8(2). 229–232. 5 indexed citations

10.

Finzel, Bettina, et al.. (2021). Deriving Temporal Prototypes from Saliency Map Clusters for the Analysis of Deep-Learning-based Facial Action Unit Classification.. 86–97. 2 indexed citations

11.

Finzel, Bettina, et al.. (2020). The Next Generation of Medical Decision Support: A Roadmap Toward Transparent Expert Companions. Frontiers in Artificial Intelligence. 3. 507973–507973. 40 indexed citations

12.

Schmid, Ute & Bettina Finzel. (2020). Mutual Explanations for Cooperative Decision Making in Medicine. KI - Künstliche Intelligenz. 34(2). 227–233. 24 indexed citations

13.

Finzel, Bettina, et al.. (2018). From beliefs to intention. 251–260. 5 indexed citations

14.

Finzel, Bettina, et al.. (2017). Towards Understanding Mobility in Museums.. 127–134. 6 indexed citations

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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