Daniel Sierra-Sosa

University of America — United States

Computer Science · Physical Sciences

19h-index1.7kcitations66works1.12yr avg
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Research Topics

Quantum Information and Cryptography(7), Orbital Angular Momentum in Optics(7), Quantum Computing Algorithms and Architecture(7), Colorectal Cancer Screening and Detection(6), Non-Invasive Vital Sign Monitoring(6)

Publications66 total

Learning and Teaching Quantum Computing
2025
Automatic Quantification of Atmospheric Turbulence Intensity in Space-Time Domain
Sensors·2025· 3 citedOpen Access
A Teleportation Protocol Variant for Single-QPU Benchmarking
IEEE Access·2025Open Access
Geometric Analysis for QSVM Application using Kullback-Leibler Divergence
2024
Transfer Learning Video Classification of Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction in Echocardiography
Diagnostics·2024· 4 citedOpen Access
Quantum Machine Learning and TensorNetworks as an Aid in the Clinical Diagnosis ofCoronary Artery Disease
2024· 1 citedOpen Access
Quantifying Atmospheric Turbulence Intensity with Deep Learning in the Space-Time Domain
SSRN Electronic Journal·2024Open Access
Hybrid Classical–Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays
Journal of Imaging·2023· 25 citedOpen Access
A Robust Pedestrian Re-Identification and Out-Of-Distribution Detection Framework
Drones·2023· 1 citedOpen Access
An Integrated vMF Embedding and VOS Framework for Robust Pedestrian Re-Identification and Out-of-Distribution Detection
Preprints.org·2023· 2 citedOpen Access
Data rotation and its influence on quantum encoding
Quantum Information Processing·2023· 6 cited
Using quantum computing to solve the maximal covering location problem
Computational Urban Science·2022· 9 citedOpen Access
Cross dataset non-binary fall detection using a ConvLSTM-attention network
2022 IEEE Globecom Workshops (GC Wkshps)·2022· 6 cited
Directional Statistics-Based Deep Metric Learning for Pedestrian Tracking and Re-Identification
Drones·2022· 3 citedOpen Access
Making Cities Smarter—Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints
Sensors·2022· 24 citedOpen Access
BINER: A low-cost biomedical named entity recognition
Information Sciences·2022· 25 citedOpen Access
A Deep Convolutional Neural Network-XGB for Direction and Severity Aware Fall Detection and Activity Recognition
Sensors·2022· 27 citedOpen Access
Euler-Rodrigues Parameters: A Quantum Circuit to Calculate Rigid-Body Rotations
arXiv (Cornell University)·2022· 2 citedOpen Access
Multi-layer data integration technique for combining heterogeneous crime data
Information Processing & Management·2022· 15 citedOpen Access
Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review
IEEE Access·2022· 106 citedOpen Access
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Frequent Co-authors

Adel Elmaghraby(31), Begonya García-Zapirain(17), Myrian Tebaldi(9), Abbas Shah Syed(6), Mohsen Asghari(6), Luciano Ángel-Toro(6), Anup Kumar(5), Néstor Bolognini(5), Cristián Castillo-Olea(4), Michael Telahun(3), David Ortiz-Puerta(3), Olga Lucía Quintero Montoya(3), Juan Guillermo Paniagua(3), Danyal Maheshwari(2), Alain Sánchez-González(2), Sadaf Ahmed(2), Sebastian Patino-Barrientos(2), Pierre Decoodt(2), Ornela Bardhi(2), Juan D. Arcila-Moreno(2)