294 citations · 302 across the 5 of their papers we have counts for
5 papers
The Role of XAI in Transforming Aeronautics and Aerospace Systems
Francisco Javier Cantero Zorita, Mikel Galafate, Javier M. Moguerza +3
Recent advancements in Artificial Intelligence (AI) have transformed decision-making in aeronautics and aerospace. These advancements in AI have brought with them the need to under…
A Memory-Efficient Distributed Algorithm for Approximate Nearest Neighbour Search with Arbitrary Distances
Elena Garcia-Morato, Maria Jesus Algar, Cesar Alfaro +3
Approximate nearest neighbour (ANN) search has become a central task in modern data-intensive applications, particularly when operating on large-scale, heterogeneous, or high-dimen…
Unconventional application of k-means for distributed approximate similarity search
Felipe Ortega, Maria Jesus Algar, Isaac Martín de Diego +1
Similarity search based on a distance function in metric spaces is a fundamental problem for many applications. Queries for similar objects lead to the well-known machine learning…
Rejoinder to "Support Vector Machines with Applications"
Javier M. Moguerza, Alberto Muñoz
Rejoinder to ``Support Vector Machines with Applications'' [math.ST/0612817]
Support Vector Machines with Applications
Javier M. Moguerza, Alberto Muñoz
Support vector machines (SVMs) appeared in the early nineties as optimal margin classifiers in the context of Vapnik's statistical learning theory. Since then SVMs have been succes…