Machine Learning approach for Predictive Maintenance in Industry 4.0

Marina Paolanti, Luca Romeo, Andrea Felicetti, +3

EngineeringMachine LearningMachine Learning ApproachFault ForecastingIntelligent Systems +16

From knowledge-based to big data analytic model: a novel IoT and machine learning based decision support system for predictive maintenance in Industry 4.0

Riccardo Rosati, Luca Romeo, Gianalberto Cecchini, +4

Journal of Intelligent Manufacturing

A sequential deep learning application for recognising human activities in smart homes

Daniele Liciotti, Michele Bernardini, Luca Romeo, +1

Neurocomputing

Human ActivitiesMachine VisionMachine LearningData ScienceEngineering +9

SOPHIA: An Event-Based IoT and Machine Learning Architecture for Predictive Maintenance in Industry 4.0

M. Calabrese, Martin Cimmino, Francesca Fiume, +10

Information

EngineeringMachine LearningMachine Learning ToolEvent-based IotFault Forecasting +25

The KIMORE Dataset: KInematic Assessment of MOvement and Clinical Scores for Remote Monitoring of Physical REhabilitation

Marianna Capecci, Maria Gabriella Ceravolo, Francesco Ferracuti, +4

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World

Farshad Firouzi, Bahar Farahani, Mahmoud Daneshmand, +27

IEEE Internet of Things Journal

Artificial IntelligenceEngineeringMachine LearningRemote Patient MonitoringIot System +20

Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine

Michele Bernardini, Luca Romeo, Paolo Misericordia, +1

IEEE Journal of Biomedical and Health Informatics

EngineeringMachine LearningMachine Learning ToolDisease ClassificationSupport Vector Machine +17

On the Integration of Artificial Intelligence and Blockchain Technology: A Perspective About Security

Paolo Sernani, Luca Romeo, Emanuele Frontoni, +1

IEEE Access

Real-time mental stress detection based on smartwatch

Lucio Ciabattoni, Francesco Ferracuti, Sauro Longhi, +3

Wearable SystemEngineeringAffective NeuroscienceWearable TechnologyHuman Monitoring +15

Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0

Luca Romeo, Jelena Loncarski, Marina Paolanti, +3

Expert Systems with Applications

Industrial DesignHeterogeneous Machine ParametersEngineeringIndustrial EngineeringPredictive Maintenance +9