Michael A. Hedderich

783 total citations
14 papers, 110 citations indexed

About

Michael A. Hedderich is a scholar working on Artificial Intelligence, Human-Computer Interaction and Computer Vision and Pattern Recognition. According to data from OpenAlex, Michael A. Hedderich has authored 14 papers receiving a total of 110 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Artificial Intelligence, 3 papers in Human-Computer Interaction and 2 papers in Computer Vision and Pattern Recognition. Recurrent topics in Michael A. Hedderich's work include Topic Modeling (6 papers), Natural Language Processing Techniques (5 papers) and Machine Learning and Data Classification (3 papers). Michael A. Hedderich is often cited by papers focused on Topic Modeling (6 papers), Natural Language Processing Techniques (5 papers) and Machine Learning and Data Classification (3 papers). Michael A. Hedderich collaborates with scholars based in Germany, United States and Finland. Michael A. Hedderich's co-authors include Dietrich Klakow, Andrés Lucero, Antti Oulasvirta, David Ifeoluwa Adelani, Marius Mosbach, Gerard de Melo, Andrew Yates, Lukas Lange, Jeannie F. Bailey and Paul Anderson and has published in prestigious journals such as Frontiers in Psychology, ACM Transactions on Computer-Human Interaction and Behaviour and Information Technology.

In The Last Decade

Michael A. Hedderich

13 papers receiving 106 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Michael A. Hedderich Germany 7 67 26 17 13 9 14 110
Eda Okur United States 8 66 1.0× 17 0.7× 14 0.8× 25 1.9× 8 0.9× 15 162
Yuxuan Lei China 5 74 1.1× 16 0.6× 11 0.6× 13 1.0× 10 1.1× 7 152
Athanasios Psaltis Greece 4 30 0.4× 19 0.7× 26 1.5× 15 1.2× 14 1.6× 13 101
Ido Iurgel Germany 6 43 0.6× 21 0.8× 22 1.3× 6 0.5× 32 3.6× 17 105
Huixiao Le China 6 55 0.8× 9 0.3× 15 0.9× 3 0.2× 4 0.4× 13 184
Mathieu Chollet France 6 106 1.6× 34 1.3× 32 1.9× 8 0.6× 7 0.8× 21 177
Nur Yildirim United States 4 33 0.5× 38 1.5× 11 0.6× 8 0.6× 14 1.6× 7 99
Malihe Alikhani United States 8 126 1.9× 48 1.8× 61 3.6× 7 0.5× 5 0.6× 45 199
Samuel Fernando United Kingdom 8 87 1.3× 15 0.6× 11 0.6× 17 1.3× 7 0.8× 17 150
Zhengxuan Wu United States 6 101 1.5× 7 0.3× 15 0.9× 20 1.5× 6 0.7× 15 152

Countries citing papers authored by Michael A. Hedderich

Since Specialization
Citations

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

Fields of papers citing papers by Michael A. Hedderich

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael A. Hedderich. 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 Michael A. Hedderich. The network helps show where Michael A. Hedderich may publish in the future.

Co-authorship network of co-authors of Michael A. Hedderich

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

All Works

14 of 14 papers shown
1.
Hedderich, Michael A., et al.. (2024). Understanding Human-AI Workflows for Generating Personas. Designing Interactive Systems Conference. 757–781. 9 indexed citations
2.
Hedderich, Michael A. & Antti Oulasvirta. (2024). Explaining crowdworker behaviour through computational rationality. Behaviour and Information Technology. 44(3). 552–573.
3.
Hedderich, Michael A., et al.. (2024). The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. 8783–8805. 2 indexed citations
4.
Lotz, Jeffrey C., Glen E. P. Ropella, Paul Anderson, et al.. (2023). An exploration of knowledge‐organizing technologies to advance transdisciplinary back pain research. JOR Spine. 6(4). e1300–e1300. 5 indexed citations
5.
Shen, Xiaoyu, et al.. (2023). Meta Self-Refinement for Robust Learning with Weak Supervision. 1043–1058. 3 indexed citations
6.
Hedderich, Michael A., et al.. (2022). Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. 62–67. 12 indexed citations
7.
Mosbach, Marius, et al.. (2022). MCSE: Multimodal Contrastive Learning of Sentence Embeddings. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 5959–5969. 14 indexed citations
8.
Nittala, Aditya Shekhar, et al.. (2022). SparseIMU: Computational Design of Sparse IMU Layouts for Sensing Fine-grained Finger Microgestures. ACM Transactions on Computer-Human Interaction. 30(3). 1–40. 11 indexed citations
9.
Hedderich, Michael A., et al.. (2022). Chatbots Facilitating Consensus-Building in Asynchronous Co-Design. Aaltodoc (Aalto University). 1–13. 24 indexed citations
10.
Hedderich, Michael A., et al.. (2021). On the Correlation of Context-Aware Language Models With the Intelligibility of Polish Target Words to Czech Readers. Frontiers in Psychology. 12. 662277–662277. 1 indexed citations
11.
Hedderich, Michael A., et al.. (2020). Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages. arXiv (Cornell University). 2580–2591. 2 indexed citations
12.
13.
Lange, Lukas, Michael A. Hedderich, & Dietrich Klakow. (2019). Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. 3552–3557. 4 indexed citations
14.
Hedderich, Michael A., Andrew Yates, Dietrich Klakow, & Gerard de Melo. (2019). Using Multi-Sense Vector Embeddings for Reverse Dictionaries. 247–258. 13 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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