Bernhard Kratzwald

826 total citations
16 papers, 380 citations indexed

About

Bernhard Kratzwald is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Bernhard Kratzwald has authored 16 papers receiving a total of 380 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 7 papers in Information Systems and 4 papers in Computer Vision and Pattern Recognition. Recurrent topics in Bernhard Kratzwald's work include Topic Modeling (8 papers), Expert finding and Q&A systems (4 papers) and Natural Language Processing Techniques (3 papers). Bernhard Kratzwald is often cited by papers focused on Topic Modeling (8 papers), Expert finding and Q&A systems (4 papers) and Natural Language Processing Techniques (3 papers). Bernhard Kratzwald collaborates with scholars based in Switzerland, Germany and Austria. Bernhard Kratzwald's co-authors include Stefan Feuerriegel, Mathias Kraus, Helmut Prendinger, Suzana Ilić, Adrian Lison, Arne Seeliger, Nicolas Banholzer, Sonja Lehtinen, Werner Vach and Zhenrui Yue and has published in prestigious journals such as PLoS ONE, Scientific Reports and Decision Support Systems.

In The Last Decade

Bernhard Kratzwald

15 papers receiving 363 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Bernhard Kratzwald Switzerland	6	186	83	69	52	37	16	380
Jidi Zhao China	9	56 0.3×	16 0.2×	41 0.6×	35 0.7×	16 0.4×	30	296
Mohammad Khajah Kuwait	7	190 1.0×	11 0.1×	35 0.5×	20 0.4×	20 0.5×	13	296
Gerard Deepak India	11	283 1.5×	19 0.2×	11 0.2×	163 3.1×	48 1.3×	57	482
Fulian Yin China	11	124 0.7×	10 0.1×	58 0.8×	65 1.3×	20 0.5×	76	500
Emilio Sulis Italy	10	152 0.8×	32 0.4×	8 0.1×	62 1.2×	14 0.4×	40	327
Nader Mahmoudi Australia	7	110 0.6×	7 0.1×	25 0.4×	40 0.8×	12 0.3×	13	296
Alessandro Di Stefano Italy	11	60 0.3×	25 0.3×	29 0.4×	60 1.2×	17 0.5×	30	376
Daphne Ippolito United States	12	355 1.9×	18 0.2×	25 0.4×	152 2.9×	60 1.6×	21	599
Satya Katragadda United States	9	94 0.5×	34 0.4×	13 0.2×	28 0.5×	7 0.2×	26	248
Gianluca Bonifazi Italy	12	96 0.5×	9 0.1×	13 0.2×	57 1.1×	36 1.0×	26	273

Countries citing papers authored by Bernhard Kratzwald

Since Specialization

Citations

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

Fields of papers citing papers by Bernhard Kratzwald

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Bernhard Kratzwald

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

All Works

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16 of 16 papers shown

Kratzwald, Bernhard, et al.. (2024). Manufacturing Analytics System: A New IT Category Enabling Next-Level Operational Excellence. IFAC-PapersOnLine. 58(19). 831–835.

Kratzwald, Bernhard, et al.. (2024). Explainable AI improves task performance in human–AI collaboration. Scientific Reports. 14(1). 31150–31150. 14 indexed citations

Kratzwald, Bernhard, et al.. (2023). Addressing distributional shifts in operations management: The case of order fulfillment in customized production. Production and Operations Management. 32(10). 3022–3042. 5 indexed citations

Yue, Zhenrui, Huimin Zeng, Bernhard Kratzwald, Stefan Feuerriegel, & Dong Wang. (2022). QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation. 2308–2321. 1 indexed citations

Banholzer, Nicolas, Adrian Lison, Arne Seeliger, et al.. (2021). Estimating the effects of non-pharmaceutical interventions on the number of new infections with COVID-19 during the first epidemic wave. PLoS ONE. 16(6). e0252827–e0252827. 76 indexed citations

Yue, Zhenrui, Bernhard Kratzwald, & Stefan Feuerriegel. (2021). Contrastive Domain Adaptation for Question Answering using Limited Text Corpora. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 9575–9593. 15 indexed citations

Kratzwald, Bernhard, et al.. (2020). IntKB: A Verifiable Interactive Framework for Knowledge Base Completion. Repository for Publications and Research Data (ETH Zurich). 5591–5603. 3 indexed citations

Kratzwald, Bernhard, Stefan Feuerriegel, & Huan Sun. (2020). Learning a Cost-Effective Annotation Policy for Question Answering. Repository for Publications and Research Data (ETH Zurich). 3051–3062. 5 indexed citations

Kratzwald, Bernhard, et al.. (2020). Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence. 34(10). 13745–13746. 3 indexed citations

10.

Kratzwald, Bernhard & Stefan Feuerriegel. (2019). Learning from On-Line User Feedback in Neural Question Answering on the Web. Repository for Publications and Research Data (ETH Zurich). 906–916. 10 indexed citations

11.

Kratzwald, Bernhard, Suzana Ilić, Mathias Kraus, Stefan Feuerriegel, & Helmut Prendinger. (2018). Deep learning for affective computing: Text-based emotion recognition in decision support. Decision Support Systems. 115. 24–35. 225 indexed citations

12.

Kratzwald, Bernhard & Stefan Feuerriegel. (2018). Putting Question-Answering Systems into Practice. ACM Transactions on Management Information Systems. 9(4). 1–20. 11 indexed citations

13.

Kratzwald, Bernhard & Stefan Feuerriegel. (2018). Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization. arXiv (Cornell University). 9(4). 15. 1 indexed citations

14.

Kratzwald, Bernhard, Zhiwu Huang, Danda Pani Paudel, & Luc Van Gool. (2017). Towards an Understanding of Our World by GANing Videos in the Wild.. 5 indexed citations

15.

Mazak, Alexandra, et al.. (2015). Model-Driven Retail Information System Based on REA Business Ontology and Retail-H. 116–124. 5 indexed citations

16.

Mazak, Alexandra & Bernhard Kratzwald. (2014). The Weighted Decision Matrix: Tracking Design Decisions in Service Compositions. 169–174. 1 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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