Daniel Sierra-Sosa

According to our database, Daniel Sierra-Sosa authored at least 29 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Data rotation and its influence on quantum encoding.

Daniel Sierra-Sosa, Soham Pal, Michael Telahun

Quantum Inf. Process., January, 2023

Hybrid Classical-Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays.

Pierre Decoodt, Tan Jun Liang, Soham Bopardikar, Hemavathi Santhanam, Alfaxad Eyembe, Begonya Garcia-Zapirain, Daniel Sierra-Sosa

J. Imaging, 2023

2022

Making Cities Smarter - Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints.

Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby

Sensors, 2022

A Deep Convolutional Neural Network-XGB for Direction and Severity Aware Fall Detection and Activity Recognition.

Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby

Sensors, 2022

BINER: A low-cost biomedical named entity recognition.

Mohsen Asghari, Daniel Sierra-Sosa, Adel Said Elmaghraby

Inf. Sci., 2022

Multi-layer data integration technique for combining heterogeneous crime data.

Sadaf Ahmed, Monica Gentili, Daniel Sierra-Sosa, Adel Said Elmaghraby

Inf. Process. Manag., 2022

Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset.

Danyal Maheshwari, Daniel Sierra-Sosa, Begonya Garcia-Zapirain

IEEE Access, 2022

Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review.

Danyal Maheshwari, Begonya Garcia-Zapirain, Daniel Sierra-Sosa

IEEE Access, 2022

Cross dataset non-binary fall detection using a ConvLSTM-attention network.

Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Said Elmaghraby

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021

A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling.

Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby

Sensors, 2021

Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models.

Babak Joze Abbaschian, Daniel Sierra-Sosa, Adel Elmaghraby

Sensors, 2021

Aggregate density-based concept drift identification for dynamic sensor data models.

Mohsen Asghari, Daniel Sierra-Sosa, Michael Telahun, Anup Kumar, Adel Said Elmaghraby

Neural Comput. Appl., 2021

Deep Learning Models for Colorectal Polyps.

Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Luis Bujanda

Inf., 2021

2020

A topic modeling framework for spatio-temporal information management.

Mohsen Asghari, Daniel Sierra-Sosa, Adel Said Elmaghraby

Inf. Process. Manag., 2020

Malicious Text Identification: Deep Learning from Public Comments and Emails.

Asma Baccouche, Sadaf Ahmed, Daniel Sierra-Sosa, Adel Elmaghraby

Inf., 2020

TensorFlow Quantum: Impacts of Quantum State Preparation on Quantum Machine Learning Performance.

Daniel Sierra-Sosa, Michael Telahun, Adel Elmaghraby

IEEE Access, 2020

Determining Fall direction and severity using SVMs.

Abbas Shah Syed, Anup Kumar, Daniel Sierra-Sosa, Adel Said Elmaghraby

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2020

Machine learning applied to diabetes dataset using Quantum versus Classical computation.

Danyal Maheshwari, Begoña García Zapirain, Daniel Sierra-Sosa

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2020

Qiskit n-Bitstring Quantum Half-adder and Half-substractor.

Alejandro Giraldo-Quintero, Daniel Sierra-Sosa, Juan Guillermo Lalinde Pulido

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2020

2019

Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs.

Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Cristian Castillo, Ibon Ruiz Oleagordia, Roberto Nuño-Solinis, Maider Urtaran-Laresgoiti, Adel Elmaghraby

IEEE Trans. Ind. Informatics, 2019

Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors.

Carlos Salinas Alvarez, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Deborah Yoder-Himes, Adel Elmaghraby

Sensors, 2019

2018

Tissue classification and segmentation of pressure injuries using convolutional neural networks.

Sofia Zahia, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby

Comput. Methods Programs Biomed., 2018

Automatized colon polyp segmentation via contour region analysis.

Alain Sánchez-González, Begoña García Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby

Comput. Biol. Medicine, 2018

Morphological Analysis of Pressure Injury Images.

Daniel Sierra-Sosa, David Ortiz-Puerta, Begoña García Zapirain, Adel Elmaghraby

Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

Colon Polyp Segmentation Using Texture Analysis.

Alain Sánchez-González, Begonya Garcia-Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby

Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

Trends on Health in Social Media: Analysis using Twitter Topic Modeling.

Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby

Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

A Semi-Automatic System for Data Management and Cleaning.

Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby

Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

2017

Simulation and development of a system for the analysis of pressure ulcers.

Cristina Diaz, Begoña García Zapirain, Cristian Castillo, Daniel Sierra-Sosa, Adel Elmaghraby, Paul J. Kim

Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017

Automatic colon polyp detection using Convolutional encoder-decoder model.

Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby

Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017