User profiles for Idafen Santana-Pérez

Idafen Santana-Perez

Postdoc researcher, Ontology Engineering Group, Universidad Politécnica de Madrid
Verified email at fi.upm.es
Cited by 343

Automating ontology engineering support activities with OnToology

…, D Garijo, M Poveda-Villalón, I Santana-Perez… - Journal of Web …, 2019 - Elsevier
Due to the increasing uptake of semantic technologies, ontologies are now part of a good
number of information systems. As a result, software development teams that have to combine …

Towards Reproducibility in Scientific Workflows: An Infrastructure‐Based Approach

I Santana-Perez… - Scientific …, 2015 - Wiley Online Library
It is commonly agreed that in silico scientific experiments should be executable and repeatable
processes. Most of the current approaches for computational experiment conservation …

Reproducibility of execution environments in computational science using semantics and clouds

I Santana-Perez, RF da Silva, M Rynge… - Future Generation …, 2017 - Elsevier
In the past decades, one of the most common forms of addressing reproducibility in scientific
workflow-based computational science has consisted of tracking the provenance of the …

Leveraging semantics to improve reproducibility in scientific workflows

Reproducibility of published results is a cornerstone in scientific publishing and progress.
Therefore, the scientific community has been encouraging authors and editors to publish their …

Performance evaluation of deep learning models for image classification over small datasets: Diabetic foot case study

A Hernandez-Guedes, I Santana-Perez… - IEEE …, 2022 - ieeexplore.ieee.org
Data scarcity is a common and challenging issue when working with Artificial Intelligence
solutions, especially those including Deep Learning (DL) models for tasks such as image …

Spanish corpus for sentiment analysis towards brands

…, V Rodríguez-Doncel, I Santana-Perez… - … Conference on Speech …, 2017 - Springer
Posts published in the social media are a good source of feedback to assess the impact of
advertising campaigns. Whereas most of the published corpora of messages in the Sentiment …

Calibrating Nighttime Satellite Imagery with Red Photometer Networks

…, MR Alarcon, S Lemes-Perera, I Santana-Perez… - Remote Sensing, 2023 - mdpi.com
The data retrieved from satellite imagery and ground-based photometers are the two main
sources of information on light pollution and are thus the two main tools for tackling the …

[PDF][PDF] OnToology, a tool for collaborative development of ontologies.

…, D Garijo, M Poveda-Villalón, I Santana-Perez… - ICBO, 2015 - ceur-ws.org
In this demo we present OnToology, a tool for developing ontologies collaboratively using
Github. OnToology addresses several steps of the ontology development lifecycle, including …

A semantic-based approach to attain reproducibility of computational environments in scientific workflows: A case study

I Santana-Perez, R Ferreira da Silva, M Rynge… - Euro-Par 2014: Parallel …, 2014 - Springer
Reproducible research in scientific workflows is often addressed by tracking the provenance
of the produced results. While this approach allows inspecting intermediate and final results…

Virtual statistics knowledge graph generation from CSV files

…, F Priyatna, I Santana-Perez… - Emerging Topics in …, 2018 - ebooks.iospress.nl
Statistics data is often published as tabular data by statistics offices and governmental
agencies. In last years, many of these institutions have addressed an interoperable way of …