Bernd Malle

619 total citations · 1 hit paper
4 papers, 266 citations indexed

About

Bernd Malle is a scholar working on Artificial Intelligence, Sociology and Political Science and Information Systems. According to data from OpenAlex, Bernd Malle has authored 4 papers receiving a total of 266 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 1 paper in Sociology and Political Science and 1 paper in Information Systems. Recurrent topics in Bernd Malle's work include Privacy-Preserving Technologies in Data (2 papers), Functional Brain Connectivity Studies (1 paper) and Digital and Cyber Forensics (1 paper). Bernd Malle is often cited by papers focused on Privacy-Preserving Technologies in Data (2 papers), Functional Brain Connectivity Studies (1 paper) and Digital and Cyber Forensics (1 paper). Bernd Malle collaborates with scholars based in Austria. Bernd Malle's co-authors include Andreas Holzinger, Anna Saranti, Bastian Pfeifer, Peter Kieseberg, Peter Frühwirt, Edgar Weippl and Sebastian Schrittwieser and has published in prestigious journals such as Information Fusion, Brain Informatics and TUGraz OPEN Library (Graz University of Technology).

In The Last Decade

Bernd Malle

4 papers receiving 260 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.

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI

2021 240 citations Andreas Holzinger, Bernd Malle et al. Information Fusion profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Bernd Malle Austria	4	165	39	33	28	20	4	266
Hanjie Chen United States	6	235 1.4×	28 0.7×	39 1.2×	30 1.1×	18 0.9×	10	347
Jörg Schlötterer Germany	7	228 1.4×	42 1.1×	42 1.3×	35 1.3×	16 0.8×	25	339
G. Deepti Raj India	4	121 0.7×	23 0.6×	41 1.2×	21 0.8×	18 0.9×	10	269
Hengyi Cai China	9	269 1.6×	62 1.6×	37 1.1×	66 2.4×	16 0.8×	16	401
Rajvardhan Patil United States	9	108 0.7×	24 0.6×	18 0.5×	31 1.1×	16 0.8×	35	305
Ruihua Song China	7	144 0.9×	87 2.2×	23 0.7×	33 1.2×	21 1.1×	20	322
Shukang Yin China	4	97 0.6×	61 1.6×	20 0.6×	14 0.5×	14 0.7×	6	218
Dadi Ramesh India	8	216 1.3×	21 0.5×	29 0.9×	82 2.9×	23 1.1×	33	472
Oscar Li United States	5	304 1.8×	101 2.6×	34 1.0×	13 0.5×	35 1.8×	14	383
Jie Fu China	12	354 2.1×	113 2.9×	22 0.7×	35 1.3×	9 0.5×	36	527

Countries citing papers authored by Bernd Malle

Since Specialization

Citations

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

Fields of papers citing papers by Bernd Malle

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Bernd Malle

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

All Works

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4 of 4 papers shown

1.

Holzinger, Andreas, Bernd Malle, Anna Saranti, & Bastian Pfeifer. (2021). Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI. Information Fusion. 71. 28–37. 240 indexed citations breakdown →

2.

Malle, Bernd, Peter Kieseberg, & Andreas Holzinger. (2017). Interactive Anonymization for Privacy aware Machine Learning. TUGraz OPEN Library (Graz University of Technology). 15–26. 3 indexed citations

3.

Kieseberg, Peter, Bernd Malle, Peter Frühwirt, Edgar Weippl, & Andreas Holzinger. (2016). A tamper-proof audit and control system for the doctor in the loop. Brain Informatics. 3(4). 269–279. 18 indexed citations

4.

Malle, Bernd, Peter Kieseberg, Sebastian Schrittwieser, & Andreas Holzinger. (2016). Privacy Aware Machine Learning and the "Right to be Forgotten".. ERCIM news/ERCIM news online edition. 2016(10). 22–23. 5 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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