Isabel Valera

97 total papers · 3.7k total citations
30 papers, 474 citations indexed

About

Isabel Valera is a scholar working on Artificial Intelligence, Safety Research and Statistics and Probability. According to data from OpenAlex, Isabel Valera has authored 30 papers receiving a total of 474 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Artificial Intelligence, 8 papers in Safety Research and 7 papers in Statistics and Probability. Recurrent topics in Isabel Valera’s work include Bayesian Methods and Mixture Models (8 papers), Ethics and Social Impacts of AI (7 papers) and Explainable Artificial Intelligence (XAI) (4 papers). Isabel Valera is often cited by papers focused on Bayesian Methods and Mixture Models (8 papers), Ethics and Social Impacts of AI (7 papers) and Explainable Artificial Intelligence (XAI) (4 papers). Isabel Valera collaborates with scholars based in Germany, Spain and United States. Isabel Valera's co-authors include Manuel Gomez-Rodriguez, Krishna P. Gummadi, Muhammad Bilal Zafar, Adrian Weller, Bernhard Schölkopf, Amir-Hossein Karimi, Zoubin Ghahramani, Fernando Pérez‐Cruz, Gilles Barthe and Francisco J. R. Ruiz and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, ACM Computing Surveys and Journal of Machine Learning Research.

In The Last Decade

Co-authorship network of co-authors of Isabel Valera

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

Isabel Valera

28 papers receiving 455 citations

Fields of papers citing papers by Isabel Valera

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Countries citing papers authored by Isabel Valera

Since Specialization
Citations

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