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ORCIDDaniel Sierra-Sosa
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2020 – today
- 2023
[j19]Pierre Decoodt
, Tan Jun Liang, Soham Bopardikar, Hemavathi Santhanam, Alfaxad Eyembe, Begonya Garcia-Zapirain, Daniel Sierra-Sosa:
Hybrid Classical-Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays. J. Imaging 9(7): 128 (2023)- [j18]Daniel Sierra-Sosa, Soham Pal, Michael Telahun:
Data rotation and its influence on quantum encoding. Quantum Inf. Process. 22(1): 89 (2023) - 2022
- [j17]Danyal Maheshwari, Daniel Sierra-Sosa, Begonya Garcia-Zapirain:
Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset. IEEE Access 10: 3705-3715 (2022) - [j16]Danyal Maheshwari, Begonya Garcia-Zapirain, Daniel Sierra-Sosa:
Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review. IEEE Access 10: 80463-80484 (2022) - [j15]Sadaf Ahmed, Monica Gentili, Daniel Sierra-Sosa, Adel Said Elmaghraby:
Multi-layer data integration technique for combining heterogeneous crime data. Inf. Process. Manag. 59(3): 102879 (2022) - [j14]Mohsen Asghari, Daniel Sierra-Sosa, Adel Said Elmaghraby:
BINER: A low-cost biomedical named entity recognition. Inf. Sci. 602: 184-200 (2022) - [j13]Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby:
A Deep Convolutional Neural Network-XGB for Direction and Severity Aware Fall Detection and Activity Recognition. Sensors 22(7): 2547 (2022) - [j12]Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby:
Making Cities Smarter - Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints. Sensors 22(12): 4380 (2022) - [c10]Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Said Elmaghraby:
Cross dataset non-binary fall detection using a ConvLSTM-attention network. GLOBECOM (Workshops) 2022: 1068-1073 - 2021
- [j11]Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Luis Bujanda:
Deep Learning Models for Colorectal Polyps. Inf. 12(6): 245 (2021) - [j10]Mohsen Asghari, Daniel Sierra-Sosa, Michael Telahun, Anup Kumar, Adel Said Elmaghraby:
Aggregate density-based concept drift identification for dynamic sensor data models. Neural Comput. Appl. 33(8): 3267-3279 (2021) - [j9]Babak Joze Abbaschian, Daniel Sierra-Sosa, Adel Elmaghraby:
Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models. Sensors 21(4): 1249 (2021) - [j8]Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby:
A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling. Sensors 21(19): 6653 (2021) - 2020
- [j7]Daniel Sierra-Sosa, Michael Telahun, Adel Elmaghraby:
TensorFlow Quantum: Impacts of Quantum State Preparation on Quantum Machine Learning Performance. IEEE Access 8: 215246-215255 (2020) - [j6]Asma Baccouche, Sadaf Ahmed, Daniel Sierra-Sosa, Adel Elmaghraby:
Malicious Text Identification: Deep Learning from Public Comments and Emails. Inf. 11(6): 312 (2020) - [j5]Mohsen Asghari, Daniel Sierra-Sosa, Adel Said Elmaghraby:
A topic modeling framework for spatio-temporal information management. Inf. Process. Manag. 57(6): 102340 (2020) - [c9]Alejandro Giraldo-Quintero, Daniel Sierra-Sosa, Juan Guillermo Lalinde Pulido:
Qiskit n-Bitstring Quantum Half-adder and Half-substractor. ISSPIT 2020: 1-10 - [c8]Danyal Maheshwari, Begoña García Zapirain, Daniel Sierra-Sosa:
Machine learning applied to diabetes dataset using Quantum versus Classical computation. ISSPIT 2020: 1-6 - [c7]Abbas Shah Syed, Anup Kumar, Daniel Sierra-Sosa, Adel Said Elmaghraby:
Determining Fall direction and severity using SVMs. ISSPIT 2020: 1-7
2010 – 2019
- 2019
- [j4]Carlos Salinas Alvarez, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Deborah Yoder-Himes, Adel Elmaghraby:
Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors. Sensors 19(7): 1523 (2019) - [j3]Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Cristian Castillo, Ibon Ruiz Oleagordia, Roberto Nuño-Solinis, Maider Urtaran-Laresgoiti, Adel Elmaghraby:
Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. IEEE Trans. Ind. Informatics 15(10): 5682-5689 (2019) - 2018
- [j2]Alain Sánchez-González, Begoña García Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby:
Automatized colon polyp segmentation via contour region analysis. Comput. Biol. Medicine 100: 152-164 (2018) - [j1]Sofia Zahia, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby:
Tissue classification and segmentation of pressure injuries using convolutional neural networks. Comput. Methods Programs Biomed. 159: 51-58 (2018) - [c6]Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby:
A Semi-Automatic System for Data Management and Cleaning. ISSPIT 2018: 393-397 - [c5]Daniel Sierra-Sosa, David Ortiz-Puerta, Begoña García Zapirain, Adel Elmaghraby:
Morphological Analysis of Pressure Injury Images. ISSPIT 2018: 548-557 - [c4]Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby:
Trends on Health in Social Media: Analysis using Twitter Topic Modeling. ISSPIT 2018: 558-563 - [c3]Alain Sánchez-González, Begonya Garcia-Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby:
Colon Polyp Segmentation Using Texture Analysis. ISSPIT 2018: 579-588 - 2017
- [c2]Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby:
Automatic colon polyp detection using Convolutional encoder-decoder model. ISSPIT 2017: 445-448 - [c1]Cristina Diaz, Begoña García Zapirain, Cristian Castillo, Daniel Sierra-Sosa, Adel Elmaghraby, Paul J. Kim:
Simulation and development of a system for the analysis of pressure ulcers. ISSPIT 2017: 453-458
Coauthor Index
aka: Adel Elmaghraby
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