Daniel Sierra-Sosa

32 papers Misc 1Journal 21Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Teleportation Protocol Variant for Single-QPU Benchmarking. IEEE Access Cristian Marquez, Daniel Sierra-Sosa, Kelly Garcés
2025	J	`jnl`	Dementia Insights: A Context-Based MultiModal Approach. CoRR Sahar Sinene Mehdoui, Abdelhamid Bouzid, Daniel Sierra-Sosa, Adel Elmaghraby
2024	Misc	`conf`	Geometric Analysis for QSVM Application using Kullback-Leibler Divergence. QCE A. Monroy-Azpeitia, Alberto Maldonado-Romo, Daniel Sierra-Sosa, Jesús Yaljá Montiel-Pérez
2023	J	`jnl`	Data rotation and its influence on quantum encoding. Quantum Inf. Process. Daniel Sierra-Sosa, Soham Pal, Michael Telahun
2023	J	`jnl`	Hybrid Classical-Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays. J. Imaging Pierre Decoodt, Tan Jun Liang, Soham Bopardikar, Hemavathi Santhanam, Alfaxad Eyembe, Begonya Garcia-Zapirain, Daniel Sierra-Sosa
2022	J	`jnl`	A Deep Convolutional Neural Network-XGB for Direction and Severity Aware Fall Detection and Activity Recognition. Sensors Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby
2022	J	`jnl`	BINER: A low-cost biomedical named entity recognition. Inf. Sci. Mohsen Asghari, Daniel Sierra-Sosa, Adel Said Elmaghraby
2022	—	`conf`	Cross dataset non-binary fall detection using a ConvLSTM-attention network. GLOBECOM (Workshops) Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Said Elmaghraby
2022	J	`jnl`	Making Cities Smarter - Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints. Sensors Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby
2022	J	`jnl`	Multi-layer data integration technique for combining heterogeneous crime data. Inf. Process. Manag. Sadaf Ahmed, Monica Gentili, Daniel Sierra-Sosa, Adel Said Elmaghraby
2022	J	`jnl`	Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review. IEEE Access Danyal Maheshwari, Begonya Garcia-Zapirain, Daniel Sierra-Sosa
2022	J	`jnl`	Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset. IEEE Access Danyal Maheshwari, Daniel Sierra-Sosa, Begonya Garcia-Zapirain
2021	J	`jnl`	A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling. Sensors Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby
2021	J	`jnl`	Aggregate density-based concept drift identification for dynamic sensor data models. Neural Comput. Appl. Mohsen Asghari, Daniel Sierra-Sosa, Michael Telahun, Anup Kumar, Adel Said Elmaghraby
2021	J	`jnl`	Deep Learning Models for Colorectal Polyps. Inf. Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Luis Bujanda
2021	J	`jnl`	Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models. Sensors Babak Joze Abbaschian, Daniel Sierra-Sosa, Adel Elmaghraby
2020	J	`jnl`	A topic modeling framework for spatio-temporal information management. Inf. Process. Manag. Mohsen Asghari, Daniel Sierra-Sosa, Adel Said Elmaghraby
2020	—	`conf`	Determining Fall direction and severity using SVMs. ISSPIT Abbas Shah Syed, Anup Kumar, Daniel Sierra-Sosa, Adel Said Elmaghraby
2020	—	`conf`	Machine learning applied to diabetes dataset using Quantum versus Classical computation. ISSPIT Danyal Maheshwari, Begoña García Zapirain, Daniel Sierra-Sosa
2020	J	`jnl`	Malicious Text Identification: Deep Learning from Public Comments and Emails. Inf. Asma Baccouche, Sadaf Ahmed, Daniel Sierra-Sosa, Adel Elmaghraby
2020	—	`conf`	Qiskit n-Bitstring Quantum Half-adder and Half-substractor. ISSPIT Alejandro Giraldo-Quintero, Daniel Sierra-Sosa, Juan Guillermo Lalinde Pulido
2020	J	`jnl`	TensorFlow Quantum: Impacts of Quantum State Preparation on Quantum Machine Learning Performance. IEEE Access Daniel Sierra-Sosa, Michael Telahun, Adel Elmaghraby
2019	J	`jnl`	Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors. Sensors Carlos Salinas Alvarez, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Deborah Yoder-Himes, Adel Elmaghraby
2019	J	`jnl`	Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. IEEE Trans. Ind. Informatics Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Cristian Castillo, Ibon Ruiz Oleagordia, Roberto Nuño-Solinis, Maider Urtaran-Laresgoiti, Adel Elmaghraby
2018	—	`conf`	A Semi-Automatic System for Data Management and Cleaning. ISSPIT Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby
2018	J	`jnl`	Automatized colon polyp segmentation via contour region analysis. Comput. Biol. Medicine Alain Sánchez-González, Begoña García Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby
2018	—	`conf`	Colon Polyp Segmentation Using Texture Analysis. ISSPIT Alain Sánchez-González, Begonya Garcia-Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby
2018	—	`conf`	Morphological Analysis of Pressure Injury Images. ISSPIT Daniel Sierra-Sosa, David Ortiz-Puerta, Begoña García Zapirain, Adel Elmaghraby
2018	J	`jnl`	Tissue classification and segmentation of pressure injuries using convolutional neural networks. Comput. Methods Programs Biomed. Sofia Zahia, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
2018	—	`conf`	Trends on Health in Social Media: Analysis using Twitter Topic Modeling. ISSPIT Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby
2017	—	`conf`	Automatic colon polyp detection using Convolutional encoder-decoder model. ISSPIT Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
2017	—	`conf`	Simulation and development of a system for the analysis of pressure ulcers. ISSPIT Cristina Diaz, Begoña García Zapirain, Cristian Castillo, Daniel Sierra-Sosa, Adel Elmaghraby, Paul J. Kim