José Hernández‐Orallo

8.1k total citations · 3 hit papers
110 papers, 3.8k citations indexed

About

José Hernández‐Orallo is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Information Systems. According to data from OpenAlex, José Hernández‐Orallo has authored 110 papers receiving a total of 3.8k indexed citations (citations by other indexed papers that have themselves been cited), including 84 papers in Artificial Intelligence, 32 papers in Computational Theory and Mathematics and 15 papers in Information Systems. Recurrent topics in José Hernández‐Orallo's work include Computability, Logic, AI Algorithms (23 papers), Imbalanced Data Classification Techniques (18 papers) and Machine Learning and Data Classification (18 papers). José Hernández‐Orallo is often cited by papers focused on Computability, Logic, AI Algorithms (23 papers), Imbalanced Data Classification Techniques (18 papers) and Machine Learning and Data Classification (18 papers). José Hernández‐Orallo collaborates with scholars based in Spain, United Kingdom and Australia. José Hernández‐Orallo's co-authors include Cèsar Ferri, Peter Flach, Fernando Martínez‐Plumed, David L. Dowe, Marïa José Ramírez-Quintana, Nicolas Lachiche, Karina Vold, Meelis Kull, Lidia Contreras-Ochando and Antonio Bella and has published in prestigious journals such as Nature, Science and Scientific Reports.

In The Last Decade

José Hernández‐Orallo

97 papers receiving 3.6k citations

Hit Papers

Proceedings of the 28th International Conference on Machi... 2008 2026 2014 2020 2011 2008 2023 250 500 750 1000

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
José Hernández‐Orallo Spain 26 2.0k 498 402 373 221 110 3.8k
Senén Barro Spain 30 1.6k 0.8× 444 0.9× 370 0.9× 285 0.8× 337 1.5× 137 4.4k
Kristian Kersting Germany 36 2.2k 1.1× 571 1.1× 377 0.9× 262 0.7× 75 0.3× 229 4.5k
Sergio Gil-López Spain 21 3.3k 1.6× 465 0.9× 345 0.9× 288 0.8× 177 0.8× 52 6.6k
Lucas Baker United States 5 2.6k 1.3× 692 1.4× 212 0.5× 391 1.0× 282 1.3× 9 5.1k
Yutian Chen China 13 2.8k 1.4× 737 1.5× 219 0.5× 420 1.1× 291 1.3× 57 5.5k
Jordi Delgado Spain 12 2.3k 1.1× 892 1.8× 712 1.8× 323 0.9× 164 0.7× 21 4.5k
Ramón Sangüesa Spain 9 2.3k 1.1× 877 1.8× 718 1.8× 312 0.8× 152 0.7× 19 4.2k
Ce Zhang Switzerland 28 2.0k 1.0× 545 1.1× 546 1.4× 145 0.4× 96 0.4× 103 3.3k
Richard Benjamins Spain 10 3.1k 1.5× 389 0.8× 413 1.0× 137 0.4× 182 0.8× 28 5.3k
Alberto Barbado Spain 3 3.0k 1.5× 377 0.8× 317 0.8× 131 0.4× 172 0.8× 5 5.0k

Countries citing papers authored by José Hernández‐Orallo

Since Specialization
Citations

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

Fields of papers citing papers by José Hernández‐Orallo

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by José Hernández‐Orallo. 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 José Hernández‐Orallo. The network helps show where José Hernández‐Orallo may publish in the future.

Co-authorship network of co-authors of José Hernández‐Orallo

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

All Works

20 of 20 papers shown
1.
Hernández‐Orallo, José, et al.. (2023). Heuristic search of optimal machine teaching curricula. Machine Learning. 112(10). 4049–4080.
2.
Martínez‐Plumed, Fernando, Karina Vold, John Burden, et al.. (2023). Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. Journal of Artificial Intelligence Research. 77. 377–394. 9 indexed citations
3.
Burnell, Ryan, John Burden, Tomer Ullman, et al.. (2023). Rethink reporting of evaluation results in AI. Science. 380(6641). 136–138. 40 indexed citations
4.
Crosby, Matthew, et al.. (2022). Direct Human-AI Comparison in the Animal-AI Environment. Frontiers in Psychology. 13. 711821–711821. 6 indexed citations
5.
Burden, John & José Hernández‐Orallo. (2020). Exploring AI Safety in Degrees: Generality, Capability and Control. RiuNet (Politechnical University of Valencia). 36–40. 7 indexed citations
6.
Hernández‐Orallo, José, Fernando Martínez‐Plumed, Shahar Avin, & Seán Ó hÉigeartaigh. (2019). Surveying Safety-relevant AI Characteristics. RiuNet (Politechnical University of Valencia). 1–9. 10 indexed citations
7.
Hernández‐Orallo, José, Fernando Martínez‐Plumed, Ute Schmid, Michael Siebers, & David L. Dowe. (2017). Computer models solving intelligence test problems: progress and implications. Monash University Research Portal (Monash University). 5005–5009.
8.
Hernández‐Orallo, José, Fernando Martínez‐Plumed, Ute Schmid, Michael Siebers, & David L. Dowe. (2015). Computer models solving intelligence test problems: Progress and implications. Artificial Intelligence. 230. 74–107. 37 indexed citations
9.
Monserrat, C., A. Lucas, José Hernández‐Orallo, & María José Rupérez. (2013). Automatic supervision of gestures to guide novice surgeons during training. Surgical Endoscopy. 28(4). 1360–1370. 3 indexed citations
10.
Monserrat, C., et al.. (2013). 17th Annual Conference of the International Society for Computer Aided Surgery. International Journal of Computer Assisted Radiology and Surgery. 8(S1). 337–395. 1 indexed citations
11.
Hernández‐Orallo, José, et al.. (2012). The ANYNT project intelligence test Λone. 20–27. 1 indexed citations
12.
Hernández‐Orallo, José, Peter Flach, & Cèsar Ferri. (2012). A unified view of performance metrics: translating threshold choice into expected classification loss. Journal of Machine Learning Research. 13(1). 2813–2869. 140 indexed citations
13.
Hernández‐Orallo, José, et al.. (2012). Turing machines and recursive Turing Tests. 28–33. 1 indexed citations
14.
Hernández‐Orallo, José & David L. Dowe. (2010). Measuring universal intelligence: Towards an anytime intelligence test. Artificial Intelligence. 174(18). 1508–1539. 74 indexed citations
15.
Fuster, Vicente Domingo Estruch, Cèsar Ferri, José Hernández‐Orallo, & Marïa José Ramírez-Quintana. (2006). Similarity Functions for Structured Data. An Application to Decision Trees. INTELIGENCIA ARTIFICIAL. 10(29). 1 indexed citations
16.
Ferri, Cèsar, Peter Flach, & José Hernández‐Orallo. (2003). Decision Trees for Ranking: Effect of New Smoothing Methods, New Splitting Criteria and Simple Pruning Methods. 5 indexed citations
17.
Hernández‐Orallo, José. (2000). Computational measures of information gain and reinforcement in inference processes. AI Communications. 13(1). 49–50. 11 indexed citations
18.
Hernández‐Orallo, José, et al.. (2000). On the computational measurement of intelligence factors. 11 indexed citations
19.
Hernández‐Orallo, José, et al.. (1998). A Formal Definition of Intelligence Based on an Intensional Variant of Algorithmic Complexity. 5 indexed citations
20.
Hernández‐Orallo, José & Marïa José Ramírez-Quintana. (1998). Inverse Narrowing for the Induction of Functional Logic Programs.. 379–392. 4 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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