Daniel Sierra-Sosa

发表

A topic modeling framework for spatio-temporal information management

Adel Said Elmaghraby, Mohsen Asghari, Daniel Sierra-Sosa, 2020, Information Processing & Management.

Tissue classification and segmentation of pressure injuries using convolutional neural networks

Daniel Sierra-Sosa, Adel Said Elmaghraby, Begonya Garcia-Zapirain, 2018, Comput. Methods Programs Biomed..

Poincare sphere noise filtering for singularities in dynamic speckle activity: Application to paint drying time measurement

Adel Said Elmaghraby, Astrid Lorena Villamizar Amado, H. Rabal, 2021, Optics and Lasers in Engineering.

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

Adel Said Elmaghraby, Daniel Sierra-Sosa, A. Syed, 2022, Sensors.

Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset

B. Garcia-Zapirain, Daniel Sierra-Sosa, Danyal Maheshwari, 2022, IEEE Access.

BINER: A low-cost biomedical named entity recognition

Adel Said Elmaghraby, Mohsen Asghari, Daniel Sierra-Sosa, 2022, Inf. Sci..

Directional Statistics-Based Deep Metric Learning for Pedestrian Tracking and Re-Identification

Adel Said Elmaghraby, Abdelmalek Bouzid, Daniel Sierra-Sosa, 2022, Drones.

Using quantum computing to solve the maximal covering location problem

J. Duque, Daniel Sierra-Sosa, J. Lalinde-Pulido, 2022, Computational Urban Science.

Diabetes Type 2: Poincar�Data Preprocessing for Quantum Machine Learning

Adel Said Elmaghraby, B. Garcia-Zapirain, Daniel Sierra-Sosa, 2021, Computers, Materials & Continua.

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

Daniel Sierra-Sosa, Adel Said Elmaghraby, Adel Elmaghraby, 2021, Sensors.

IoT in Smart Cities: A Survey of Technologies, Practices and Challenges

Daniel Sierra-Sosa, Adel Said Elmaghraby, Adel Elmaghraby, 2021, Smart Cities.

Kudo’s Classification for Colon Polyps Assessment Using a Deep Learning Approach

Daniel Sierra-Sosa, Adel Said Elmaghraby, Begonya Garcia-Zapirain, 2020, Applied Sciences.

Kudo’s Classiﬁcation for Colon Polyps Assessment Using a Deep Learning Approach

Adel Said Elmaghraby, B. Garcia-Zapirain, Daniel Sierra-Sosa, 2020 .

Dementia Prediction Applying Variational Quantum Classifier

Daniel Sierra-Sosa, Adel Said Elmaghraby, Begonya Garcia-Zapirain, 2020, 2007.08653.

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

Adel Said Elmaghraby, Daniel Sierra-Sosa, A. Syed, 2022, Sensors.

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

Adel Said Elmaghraby, Begonya Garcia-Zapirain, Adel Elmaghraby, 2019, IEEE Transactions on Industrial Informatics.

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

Adel Said Elmaghraby, Adel Elmaghraby, Daniel Sierra-Sosa, 2020, IEEE Access.

Data rotation and its influence on quantum encoding

Daniel Sierra-Sosa, Soham Pal, Michael Telahun, 2023, Quantum Information Processing.

Automatized colon polyp segmentation via contour region analysis

Begoña García Zapirain, Daniel Sierra-Sosa, Adel Said Elmaghraby, 2018, Comput. Biol. Medicine.

Multi-layer data integration technique for combining heterogeneous crime data

Adel Said Elmaghraby, Daniel Sierra-Sosa, Monica Gentili, 2022, Inf. Process. Manag..

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

B. Garcia-Zapirain, Daniel Sierra-Sosa, Danyal Maheshwari, 2022, IEEE Access.

Pressure ulcer image segmentation technique through synthetic frequencies generation and contrast variation using toroidal geometry

B. G. Zapirain, Daniel Sierra-Sosa, O. David, 2017, Biomedical engineering online.

Digital Optics Tool for Multi-Purpose Experimental Applications

Daniel Sierra-Sosa, Luciano Ángel-Toro, 2022 .

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

Adel Said Elmaghraby, Deborah Yoder-Himes, Begonya Garcia-Zapirain, 2019, Sensors.

Machine learning applied to diabetes dataset using Quantum versus Classical computation

B. G. Zapirain, Daniel Sierra-Sosa, Danyal Maheshwari, 2020, 2020 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

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

Daniel Sierra-Sosa, Adel Said Elmaghraby, Mohsen Asghari, 2018, 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

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

Daniel Sierra-Sosa, Adel Said Elmaghraby, Adel Elmaghraby, 2021, Sensors.

Determining Fall direction and severity using SVMs

Adel Said Elmaghraby, Daniel Sierra-Sosa, A. Syed, 2020, 2020 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

Morphological Analysis of Pressure Injury Images

Begoña García Zapirain, Daniel Sierra-Sosa, Adel Said Elmaghraby, 2018, 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

In-plane displacement measurement in vortex metrology by synthetic network correlation fringes.

M. Tebaldi, N. Bolognini, Daniel Sierra-Sosa, 2013, Journal of The Optical Society of America A-optics Image Science and Vision.

Vortex metrology using Fourier analysis techniques: vortex networks correlation fringes.

Daniel Sierra-Sosa, Myrian Tebaldi, Néstor Bolognini, 2012, Applied optics.

Speckle decorrelation influence on measurements quality in vortex metrology

Daniel Sierra-Sosa, Myrian Tebaldi, Néstor Bolognini, 2012 .

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

Adel Said Elmaghraby, Daniel Sierra-Sosa, A. Syed, 2022, 2022 IEEE Globecom Workshops (GC Wkshps).

Malicious Text Identification: Deep Learning from Public Comments and Emails

Adel Said Elmaghraby, Asma Baccouche, Sadaf Ahmed, 2020, Inf..

Colon Polyp Segmentation Using Texture Analysis

Daniel Sierra-Sosa, Adel Said Elmaghraby, Begonya Garcia-Zapirain, 2018, 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

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

Adel Said Elmaghraby, Anup Kumar, Adel S. Elmaghraby, 2020, Neural Computing and Applications.

Deep Learning Models for Colorectal Polyps

Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Ornela Bardhi, 2021, Inf..

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

Cristina Diaz, Begoña García Zapirain, Cristian Castillo, 2017, 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).