Non-Intrusive Load Monitoring Approaches for Disaggregated Energy Sensing: A Survey

Ahmed Zoha, Alexander Gluhak, Muhammad Ali Imran, +1

Sensors

Nilm SystemEngineeringEnergy EfficiencyEnergy MonitoringMonitoring Technology +15

Challenges in 5G: how to empower SON with big data for enabling 5G

Muhammad Ali Imran, Ahmed Zoha

IEEE Network

Core Network Architecture5G NetworksMobile Data OffloadingEngineeringSelf-organizing Network +12

Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques

Shirin Enshaeifar, Ahmed Zoha, Andreas Markides, +10

PLoS ONE

EngineeringWearable TechnologyHome AutomationHuman MonitoringContinuous Monitoring +21

A Cell Outage Management Framework for Dense Heterogeneous Networks

Oluwakayode Onireti, Ahmed Zoha, Jessica Moysen, +4

IEEE Transactions on Vehicular Technology

Mobile Data OffloadingEngineeringData ScienceEdge ComputingDense Heterogeneous Networks +13

Low-power appliance monitoring using Factorial Hidden Markov Models

Ahmed Zoha, Alex Gluhak, Michele Nati, +1

EngineeringEnergy EfficiencyEnergy UtilizationEnergy MonitoringData Science +16

Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges

Mohammad Al-Quraan, Lina Mohjazi, Lina Bariah, +7

IEEE Transactions on Emerging Topics in Computational Intelligence

Artificial IntelligenceEngineeringMachine LearningEdge DeviceFederated Structure +20

Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia

Shirin Enshaeifar, Ahmed Zoha, Severin Skillman, +7

PLoS ONE

EngineeringMachine LearningUrinary Tract InfectionIntelligent DiagnosticsUti Detection Algorithm +22

Machine Learning Driven Approach Towards the Quality Assessment of Fresh Fruits Using Non-Invasive Sensing

Aifeng Ren, Adnan Zahid, Ahmed Zoha, +4

IEEE Sensors Journal

Agriculture SciencePrecision AgricultureEngineeringMachine LearningAgricultural Economics +19

Blockchain-Assisted UAV Communication Systems: A Comprehensive Survey

Sana Hafeez, Ahsan Raza Khan, Mohammad Al-Quraan, +4

IEEE Open Journal of Vehicular Technology

EngineeringInformation SecurityBlockchain-assisted Uav CommunicationUav Communication SystemUnmanned Vehicle +15

Machine learning driven non-invasive approach of water content estimation in living plant leaves using terahertz waves

Adnan Zahid, Hasan Abbas, Aifeng Ren, +6

Plant Methods