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

Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, +1

Smart Cities

Iot Data ManagementEngineeringWeb Of ThingSmart CitySmart Systems +10

Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset

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

IEEE Access

EngineeringMachine LearningVariational Quantum ClassifierQuantum State PreparationQuantum Computing +14

Tissue classification and segmentation of pressure injuries using convolutional neural networks

Sofia Zahia, Daniel Sierra-Sosa, Begonya García-Zapirain, +1

Computer Methods and Programs in Biomedicine

Convolutional Neural NetworkImage ClassificationImage AnalysisEngineeringMedical Imaging +11

Automatized colon polyp segmentation via contour region analysis

Alain Sánchez-González, Begonya García-Zapirain, Daniel Sierra-Sosa, +1

Computers in Biology and Medicine

Geometric ModelingImage AnalysisMachine VisionEngineeringPathology +5

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

Daniel Sierra-Sosa, Begonya García-Zapirain, Cristián Castillo-Olea, +3

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningMachine Learning ToolScalable Healthcare AssessmentData Science +14

Malicious Text Identification: Deep Learning from Public Comments and Emails

Asma Baccouche, Sadaf Ahmed, Daniel Sierra-Sosa, +1

Information

Abuse DetectionEngineeringMachine LearningMalicious Text IdentificationCorpus Linguistics +15

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

Daniel Sierra-Sosa, Michael Telahun, Adel Elmaghraby

IEEE Access

Quantum ScienceEngineeringQuantum ComputingPhysicsQuantum Optimization Algorithm +9

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

Sebastian Patino-Barrientos, Daniel Sierra-Sosa, Begonya García-Zapirain, +2

Applied Sciences

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningDigital Pathology +21

A topic modeling framework for spatio-temporal information management

Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby

Information Processing & Management

EngineeringInformation RetrievalData ScienceTopic ModelSpatiotemporal Database +7

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

Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, +1

Sensors

Convolutional Neural NetworkEngineeringMachine LearningHuman Pose EstimationAction Recognition (Computer Vision) +21