Dirk Hecker

450 total citations
18 papers, 220 citations indexed

About

Dirk Hecker is a scholar working on Signal Processing, Transportation and Computer Vision and Pattern Recognition. According to data from OpenAlex, Dirk Hecker has authored 18 papers receiving a total of 220 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Signal Processing, 6 papers in Transportation and 4 papers in Computer Vision and Pattern Recognition. Recurrent topics in Dirk Hecker's work include Data Management and Algorithms (6 papers), Human Mobility and Location-Based Analysis (6 papers) and Data Visualization and Analytics (3 papers). Dirk Hecker is often cited by papers focused on Data Management and Algorithms (6 papers), Human Mobility and Location-Based Analysis (6 papers) and Data Visualization and Analytics (3 papers). Dirk Hecker collaborates with scholars based in Germany, United Kingdom and Switzerland. Dirk Hecker's co-authors include Gennady Andrienko, Natalia Andrienko, Hendrik Stange, Thomas Liebig, Stefan Wrobel, Michael May, Georg Fuchs, Simon Scheider, Hendrik Weber and Daniel Schulz and has published in prestigious journals such as IEEE Transactions on Visualization and Computer Graphics, IEEE Computer Graphics and Applications and at - Automatisierungstechnik.

In The Last Decade

Dirk Hecker

17 papers receiving 208 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Dirk Hecker Germany	8	97	74	49	30	30	18	220
Michael L. Pack United States	10	97 1.0×	104 1.4×	57 1.2×	9 0.3×	12 0.4×	31	267
Cezary Ziemlicki France	11	299 3.1×	32 0.4×	24 0.5×	22 0.7×	10 0.3×	22	444
Miao Lin Singapore	8	202 2.1×	45 0.6×	70 1.4×	19 0.6×	3 0.1×	20	325
Yingxiang Yang United States	7	379 3.9×	27 0.4×	26 0.5×	12 0.4×	8 0.3×	22	456
Krishna Kamath United States	10	83 0.9×	20 0.3×	53 1.1×	18 0.6×	4 0.1×	26	262
Jing Dai United States	7	41 0.4×	34 0.5×	42 0.9×	7 0.2×	3 0.1×	22	240
Zarine P. Kemp United Kingdom	5	25 0.3×	37 0.5×	183 3.7×	71 2.4×	7 0.2×	19	292
Barbara Furletti Italy	8	173 1.8×	10 0.1×	46 0.9×	25 0.8×	3 0.1×	14	250
Thomas Kapler Finland	8	65 0.7×	316 4.3×	126 2.6×	126 4.2×	4 0.1×	13	402

Countries citing papers authored by Dirk Hecker

Since Specialization

Citations

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

Fields of papers citing papers by Dirk Hecker

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dirk Hecker

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

All Works

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18 of 18 papers shown

Hecker, Dirk, et al.. (2024). Artificial Intelligence. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1 indexed citations

Hecker, Dirk, et al.. (2022). The why and how of trustworthy AI. at - Automatisierungstechnik. 70(9). 793–804. 5 indexed citations

Andrienko, Gennady, Natalia Andrienko, José Manuel Cordero García, Dirk Hecker, & George A. Vouros. (2022). Supporting Visual Exploration of Iterative Job Scheduling. IEEE Computer Graphics and Applications. 42(3). 74–86. 2 indexed citations

Hecker, Dirk, et al.. (2022). Analyzing temporal usage patterns of street segments based on GPS data - a case study in Switzerland. Fraunhofer-Publica (Fraunhofer-Gesellschaft).

Hecker, Dirk, et al.. (2020). Künstliche Intelligenz. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 5 indexed citations

Bauckhage, Christian, Nico Piatkowski, Rafet Sifa, Dirk Hecker, & Stefan Wrobel. (2019). A QUBO Formulation of the k-Medoids Problem.. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 54–63. 9 indexed citations

Andrienko, Gennady, Natalia Andrienko, Pascal Bauer, et al.. (2019). Constructing Spaces and Times for Tactical Analysis in Football. IEEE Transactions on Visualization and Computer Graphics. 27(4). 2280–2297. 48 indexed citations

Hecker, Dirk, et al.. (2017). Künstliche Intelligenz und die Potenziale des maschinellen Lernens für die Industrie. Wirtschaftsinformatik & Management. 9(5). 26–35. 5 indexed citations

Fuchs, Georg, Hendrik Stange, Dirk Hecker, Natalia Andrienko, & Gennady Andrienko. (2015). Constructing semantic interpretation of routine and anomalous mobility behaviors from big data. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 7(1). 27–34. 6 indexed citations

10.

Andrienko, Gennady, et al.. (2013). Using Bluetooth to track mobility patterns. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–7. 8 indexed citations

11.

Andrienko, Natalia, Gennady Andrienko, Hendrik Stange, Thomas Liebig, & Dirk Hecker. (2012). Visual Analytics for Understanding Spatial Situations from Episodic Movement Data. KI - Künstliche Intelligenz. 26(3). 241–251. 55 indexed citations

12.

Stange, Hendrik, Thomas Liebig, Dirk Hecker, Gennady Andrienko, & Natalia Andrienko. (2011). Analytical workflow of monitoring human mobility in big event settings using Bluetooth. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 51–58. 37 indexed citations

13.

Hecker, Dirk, et al.. (2010). Sample Bias due to Missing Data in Mobility Surveys. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 5211. 241–248. 2 indexed citations

14.

May, Michael E., et al.. (2009). Modelling missing values for audience measurement in outdoor advertising using GPS data. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 3993–4006. 2 indexed citations

15.

May, Michael, et al.. (2009). Handling missing values in GPS surveys using survival analysis. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 78–84. 3 indexed citations

16.

May, Michael, et al.. (2008). A Vector-Geometry Based Spatial kNN-Algorithm for Traffic Frequency Predictions. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 442–447. 14 indexed citations

17.

May, Michael, et al.. (2008). Pedestrian flow prediction in extensive road networks using biased observational data. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 1–4. 10 indexed citations

18.

May, Michael, et al.. (2008). Modelling and prospects of the audience measurement for outdoor advertising based on data collection using GPS devices (electronic passive measurement system). 8 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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