Michal Vaľko

191 total papers · 5.7k total citations
14 papers, 294 citations indexed

About

Michal Vaľko is a scholar working on Artificial Intelligence, Management Science and Operations Research and Surgery. According to data from OpenAlex, Michal Vaľko has authored 14 papers receiving a total of 294 indexed citations (citations by other indexed papers that have themselves been cited), including 4 papers in Artificial Intelligence, 4 papers in Management Science and Operations Research and 2 papers in Surgery. Recurrent topics in Michal Vaľko’s work include Advanced Bandit Algorithms Research (4 papers), Healthcare Technology and Patient Monitoring (2 papers) and Anomaly Detection Techniques and Applications (2 papers). Michal Vaľko is often cited by papers focused on Advanced Bandit Algorithms Research (4 papers), Healthcare Technology and Patient Monitoring (2 papers) and Anomaly Detection Techniques and Applications (2 papers). Michal Vaľko collaborates with scholars based in United States, France and United Kingdom. Michal Vaľko's co-authors include Miloš Hauskrecht, Richard Pelikan, James Lyons‐Weiler, Gilles Clermont, Shyam Visweswaran, Gregory F. Cooper, Iyad Batal, Alexandra Carpentier, Walter A. Bretz and Ok Hee Ryu and has published in prestigious journals such as Journal of Machine Learning Research, Journal of Biomedical Informatics and International Journal of Dentistry.

Co-authorship network of co-authors of Michal Vaľko

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

Michal Vaľko

14 papers receiving 277 citations

Fields of papers citing papers by Michal Vaľko

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Michal Vaľko

Since Specialization
Citations

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

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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