Daniel Ayala

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Domain Specific Ontologies

Prior Knowledge

Structured Information

Top Venues

Expert Syst. Appl.

Publications

Miguel Bermudo, Daniel Ayala, Inma Hernández, David Ruiz, Miguel Toro
SpaceRL-KG: Searching paths automatically combining embedding-based rewards with Reinforcement Learning in Knowledge Graphs. Expert Syst. Appl. 255 (2024)
Fernando Sola, Daniel Ayala, Inma Hernández, David Ruiz
Deep embeddings and Graph Neural Networks: using context to improve domain-independent predictions. Appl. Intell. 53 (19) (2023)
Daniel Ayala, Rafael Ayala, Lara Sellés Vidal, Inma Hernández, David Ruiz
Neural Networks for Aircraft Trajectory Prediction: Answering Open Questions About Their Performance. IEEE Access 11 (2023)
Rafael Ayala, Daniel Ayala, Lara Sellés Vidal, David Ruiz
asteRisk - Integration and Analysis of Satellite Positional Data in R. R J. 15 (1) (2023)
Fernando Sola, Daniel Ayala, Rafael Ayala, Inma Hernández, Carlos R. Rivero, David Ruiz
AYNEXT - tools for streamlining the evaluation of link prediction techniques. SoftwareX 23 (2023)
Daniel Ayala, Inma Hernández, David Ruiz, Erhard Rahm
LEAPME: Learning-based Property Matching with Embeddings. Data Knowl. Eng. 137 (2022)
Agustín Borrego, Miguel Bermudo, Fernando Sola, Daniel Ayala, Inma Hernández, David Ruiz
Silence - A web framework for an agile generation of RESTful APIs. SoftwareX 20 (2022)
Agustín Borrego, Daniel Ayala, Inma Hernández, Carlos R. Rivero, David Ruiz
CAFE: Knowledge graph completion using neighborhood-aware features. Eng. Appl. Artif. Intell. 103 (2021)
Rafael Ayala, Daniel Ayala, Lara Sellés Vidal, David Ruiz
openSkies - Integration of Aviation Data into the R Ecosystem. R J. 13 (2) (2021)
Daniel Ayala, Agustín Borrego, Inma Hernández, David Ruiz
A neural network for semantic labelling of structured information. Expert Syst. Appl. 143 (2020)
Daniel Ayala, Inma Hernández, David Ruiz, Miguel Toro
TAPON: A two-phase machine learning approach for semantic labelling. Knowl. Based Syst. 163 (2019)
Daniel Ayala, Agustín Borrego, Inma Hernández, Carlos R. Rivero, David Ruiz
AYNEC: All You Need for Evaluating Completion Techniques in Knowledge Graphs. ESWC (2019)
Daniel Ayala, Inma Hernández, David Ruiz, Miguel Toro
TAPON-MT: A versatile framework for semantic labelling. Inf. Syst. 83 (2019)
Agustín Borrego, Daniel Ayala, Inma Hernández, Carlos R. Rivero, David Ruiz
Generating Rules to Filter Candidate Triples for their Correctness Checking by Knowledge Graph Completion Techniques. K-CAP (2019)