19 citations · 23 across the 4 of their papers we have counts for
4 papers
Quantum Error Management in Practice: A Cross-Stack Benchmark
Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Cristian Marquez +1
Quantum processors have crossed the one-hundred-qubit mark, but noise continues to limit circuit performance, while full quantum error correction remains too costly for routine use…
How Quantum Circuits Actually Learn: A Causal Identification of Genuine Quantum Contributions
Cyrille Yetuyetu Kesiku, Begonya Garcia-Zapirain
Attributing performance gains in quantum machine learning to genuine quantum resources rather than to classical architectural scaling remains an open methodological challenge. We a…
Dementia Prediction Applying Variational Quantum Classifier
Daniel Sierra-Sosa, Juan Arcila-Moreno, Begonya Garcia-Zapirain +2
Dementia is the fifth cause of death worldwide with 10 million new cases every year. Healthcare applications using machine learning techniques have almost reached the physical limi…
Segmentation of skin lesions based on fuzzy classification of pixels and histogram thresholding
Jose Luis Garcia-Arroyo, Begonya Garcia-Zapirain
This paper proposes an innovative method for segmentation of skin lesions in dermoscopy images developed by the authors, based on fuzzy classification of pixels and histogram thres…