| # | Title | Journal | Year | Citations |
|---|
| 1 | Modified PSO algorithm for real-time energy management in grid-connected microgrids | Renewable Energy | 2019 | 213 |
| 2 | A High Reliability Wearable Device for Elderly Fall Detection | IEEE Sensors Journal | 2015 | 211 |
| 3 | Non-intrusive load monitoring by using active and reactive power in additive Factorial Hidden Markov Models | Applied Energy | 2017 | 162 |
| 4 | Radar and RGB-Depth Sensors for Fall Detection: A Review | IEEE Sensors Journal | 2017 | 157 |
| 5 | Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies | | 2013 | 148 |
| 6 | A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks | | 2015 | 139 |
| 7 | Unsupervised electric motor fault detection by using deep autoencoders | IEEE/CAA Journal of Automatica Sinica | 2019 | 133 |
| 8 | Denoising autoencoders for Non-Intrusive Load Monitoring: Improvements and comparative evaluation | Energy and Buildings | 2018 | 124 |
| 9 | Mapping innovation dynamics in the Internet of Things domain: Evidence from patent analysis | Technological Forecasting and Social Change | 2018 | 123 |
| 10 | Machine Learning approach for Predictive Maintenance in Industry 4.0 | | 2018 | 123 |
| 11 | Flight Control of a Quadrotor Vehicle Subsequent to a Rotor Failure | Journal of Guidance, Control, and Dynamics | 2014 | 122 |
| 12 | Digital Twin Reference Model Development to Prevent Operators’ Risk in Process Plants | Sustainability | 2020 | 116 |
| 13 | Statistical Spectral Analysis for Fault Diagnosis of Rotating Machines | IEEE Transactions on Industrial Electronics | 2018 | 110 |
| 14 | Energy scheduling of community microgrid with battery cost using particle swarm optimisation | Applied Energy | 2019 | 110 |
| 15 | A Wearable Fall Detector for Elderly People Based on AHRS and Barometric Sensor | IEEE Sensors Journal | 2016 | 90 |
| 16 | Energy management of community microgrids considering degradation cost of battery | Journal of Energy Storage | 2019 | 90 |
| 17 | Unsupervised algorithms for non-intrusive load monitoring: An up-to-date overview | | 2015 | 84 |
| 18 | SIAMOC position paper on gait analysis in clinical practice: General requirements, methods and appropriateness. Results of an Italian consensus conference | Gait and Posture | 2017 | 82 |
| 19 | Deep Learning Based Robotic Tool Detection and Articulation Estimation With Spatio-Temporal Layers | IEEE Robotics and Automation Letters | 2019 | 81 |
| 20 | Reverberation chambers a la carte: An overview of the different mode-stirring techniques | IEEE Electromagnetic Compatibility Magazine | 2017 | 79 |
| 21 | Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine | IEEE Journal of Biomedical and Health Informatics | 2020 | 74 |
| 22 | Development and testing of a deep learning-based strategy for scar segmentation on CMR-LGE images | Magnetic Resonance Materials in Physics, Biology, and Medicine | 2019 | 69 |
| 23 | Real time indoor localization integrating a model based pedestrian dead reckoning on smartphone and BLE beacons | Journal of Ambient Intelligence and Humanized Computing | 2019 | 64 |
| 24 | Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised Learning | IEEE Transactions on Industrial Informatics | 2021 | 64 |
| 25 | Assessment of the ankle muscle co-contraction during normal gait: A surface electromyography study | Journal of Electromyography and Kinesiology | 2015 | 63 |
| 26 | A Deep Learning Approach to EMG-Based Classification of Gait Phases during Level Ground Walking | Electronics (Switzerland) | 2019 | 61 |
| 27 | Assessment of the activation modalities of gastrocnemius lateralis and tibialis anterior during gait: A statistical analysis | Journal of Electromyography and Kinesiology | 2013 | 58 |
| 28 | The KIMORE Dataset: KInematic Assessment of MOvement and Clinical Scores for Remote Monitoring of Physical REhabilitation | IEEE Transactions on Neural Systems and Rehabilitation Engineering | 2019 | 58 |
| 29 | Agglomeration, Related Variety, and Vertical Integration | Economic Geography | 2012 | 55 |
| 30 | Real-time mental stress detection based on smartwatch | | 2017 | 55 |
| 31 | An Electromagnetic Sensor Prototype to Assist Visually Impaired and Blind People in Autonomous Walking | IEEE Sensors Journal | 2018 | 55 |
| 32 | A Footwear-Based Methodology for Fall Detection | IEEE Sensors Journal | 2018 | 54 |
| 33 | Hybrid Deep Learning (hDL)-Based Brain-Computer Interface (BCI) Systems: A Systematic Review | Brain Sciences | 2021 | 54 |
| 34 | A convolutional neural network approach for acoustic scene classification | | 2017 | 52 |
| 35 | Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection | Computational Intelligence and Neuroscience | 2017 | 51 |
| 36 | eTourism: ICT and its role for tourism management | Journal of Hospitality and Tourism Technology | 2019 | 51 |
| 37 | Gender differences in the myoelectric activity of lower limb muscles in young healthy subjects during walking | Biomedical Signal Processing and Control | 2015 | 50 |
| 38 | Multisensor data fusion for human activities classification and fall detection | | 2017 | 49 |
| 39 | Noninvasive Fetal Electrocardiography: An Overview of the Signal Electrophysiological Meaning, Recording Procedures, and Processing Techniques | Annals of Noninvasive Electrocardiology | 2015 | 48 |
| 40 | Artificial Neural Network for Atrial Fibrillation Identification in Portable Devices | Sensors | 2020 | 48 |
| 41 | A neural network based algorithm for speaker localization in a multi-room environment | | 2016 | 47 |
| 42 | Automatic Faults Detection of Photovoltaic Farms: solAIr, a Deep Learning-Based System for Thermal Images | Energies | 2020 | 47 |
| 43 | Statistical analysis of surface electromyographic signal for the assessment of rectus femoris modalities of activation during gait | Journal of Electromyography and Kinesiology | 2013 | 45 |
| 44 | Use of dietary phytochemicals to target inflammation, fibrosis, proliferation, and angiogenesis in uterine tissues: Promising options for prevention and treatment of uterine fibroids? | Molecular Nutrition and Food Research | 2014 | 45 |
| 45 | Room Response Equalization—A Review | Applied Sciences (Switzerland) | 2018 | 45 |
| 46 | A Smart Sensing Architecture for Domestic Monitoring: Methodological Approach and Experimental Validation | Sensors | 2018 | 45 |
| 47 | Violence Detection in Videos by Combining 3D Convolutional Neural Networks and Support Vector Machines | Applied Artificial Intelligence | 2020 | 45 |
| 48 | Wireless ECG and cardiac monitoring systems: State of the art, available commercial devices and useful electronic components | Measurement: Journal of the International Measurement Confederation | 2021 | 43 |
| 49 | Surface-EMG analysis for the quantification of thigh muscle dynamic co-contractions during normal gait | Gait and Posture | 2017 | 42 |
| 50 | A review on video-based active and assisted living technologies for automated lifelogging | Expert Systems With Applications | 2020 | 42 |
