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Marco Carratu
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2020 – today
- 2024
- [j15]Vincenzo Gallo, Irida Shallari, Marco Carratù, Valter Laino, Consolatina Liguori:
Design and Characterization of a Powered Wheelchair Autonomous Guidance System. Sensors 24(5): 1581 (2024) - [j14]Gabriele Patrizi, Marco Carratù, Lorenzo Ciani, Paolo Sommella, Marcantonio Catelani, Antonio Pietrosanto:
Temperature Sensitivity Analysis of Inertial Measurement Unit Under Dynamic Conditions. IEEE Trans. Instrum. Meas. 73: 1-9 (2024) - [c62]Marianthi Adamopoulou, Meng Jiang, Chibuzo Joseph Nnonyelu, Marco Carratù, Consolatina Liguori, Jan Lundgren:
Improving Cardiac Auscultation Signal Quality by using 4-Channel Stethoscope Array. I2MTC 2024: 1-6 - [c61]Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto:
Including Measurement Uncertainty to Improve the Reliability of Classification ANN. I2MTC 2024: 1-6 - [c60]Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto, Jan Lundgren:
Cross-Correlation Estimation in Artificial Neural Network for Uncertainty Assessment. I2MTC 2024: 1-6 - [c59]Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Irida Shallari, Jan Lundgren, Mattias O'Nils:
Design and Evaluation of a Soft Sensor for Snow Weight Measurement. I2MTC 2024: 1-6 - [c58]Marco Carratù, Vincenzo Gallo, Paolo Sommella, Antonio Pietrosanto, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi:
Remaining Useful Life estimation for MEMS-based transducers. I2MTC 2024: 1-6 - [c57]Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli, Marco Carratù, Antonio Pietrosanto, Paolo Sommella:
Dynamic Temperature Test of Gyroscope for Automotive Applications. I2MTC 2024: 1-6 - [c56]Jan Lundgren, Meng Jiang, Valter Laino, Vincenzo Gallo, Marco Carratù, Chibuzo Joseph Nnonyelu:
Accuracy Impact of Increased Measurement Quality when using Pretrained Networks for Classification. I2MTC 2024: 1-5 - [c55]Marco Carratù, Vincenzo Gallo, Valter Laino, Vincenzo Paciello, António Espírito-Santo, Irida Shallari:
Earthquake Magnitude Estimation with Single Seismic Station using Deep Learning. M&N 2024: 1-6 - [c54]Daniele Buonocore, Marco Carratù, Vincenzo Gallo, Valter Laino, Antonio Pietrosanto, Paolo Sommella:
Propagation of Measurement Uncertainty in IMU Orientation Tracking Algorithms. MetroInd4.0 & IoT 2024: 65-69 - [c53]Daniele Buonocore, Marco Carratù, Giuseppe Ciavolino, Matteo Ferro, Matteo Marino, Vincenzo Paciello:
Development of a Smart Sensor Framework for Predictive Maintenance. MetroInd4.0 & IoT 2024: 361-365 - 2023
- [j13]Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto:
Fusion Filters between the No Motion No Integration Technique and Kalman Filter in Noise Optimization on a 6DoF Drone for Orientation Tracking. Sensors 23(12): 5603 (2023) - [j12]Marco Carratù, Vincenzo Gallo, Salvatore Dello Iacono, Paolo Sommella, Alessandro Bartolini, Francesco Grasso, Lorenzo Ciani, Gabriele Patrizi:
A Novel Methodology for Unsupervised Anomaly Detection in Industrial Electrical Systems. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j11]Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto:
Smart Water Meter Based on Deep Neural Network and Undersampling for PWNC Detection. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j10]Gabriele Patrizi, Marco Carratù, Lorenzo Ciani, Paolo Sommella, Marcantonio Catelani, Antonio Pietrosanto:
Analysis of Inertial Measurement Units Performances Under Dynamic Conditions. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [c52]Daniele Buonocore, Marco Carratù, Salvatore Dello Iacono, Vincenzo Gallo, Vincenzo Paciello:
Noise Floor Characterization in Accelerometers for Earthquake Monitoring. I2MTC 2023: 1-6 - [c51]Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren:
An innovative method for log diameter measurements based on deep learning. I2MTC 2023: 1-6 - [c50]Marco Carratù, Vincenzo Gallo, Antonio Pietrosanto, Paolo Sommella, Gabriele Patrizi, Alessandro Bartolini, Lorenzo Ciani, Marcantonio Catelani, Francesco Grasso:
Anomaly Detection on Industrial Electrical Systems using Deep Learning. I2MTC 2023: 1-6 - [c49]Marco Carratù, Salvatore Dello Iacono, Vincenzo Gallo, Vincenzo Paciello, Gustavo Monte, António Espírito-Santo:
An enhanced Smart Sampling algorithm based on Deep Learning. I2MTC 2023: 1-6 - [c48]Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli:
An experimental setup for characterization of Inertial measurement unit under dynamic conditions. I2MTC 2023: 1-6 - [c47]Vincenzo Gallo, Irida Shallari, Marco Carratu, Mattias O'Nils:
Metrological Characterization of a Clip Fastener assembly fault detection system based on Deep Learning. I2MTC 2023: 1-6 - [c46]Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Vincenzo Paciello, Antonio Pietrosanto:
The Evaluation of Uncertainty in Measurements Using Artificial Neural Network Techniques. IECON 2023: 1-4 - [c45]Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto:
A Survey on Uncertainty Assessment in ANN-Based Measurements. MetroXRAINE 2023: 1128-1133 - 2022
- [j9]Yali Nie, Paolo Sommella, Marco Carratù, Matteo Ferro, Mattias O'Nils, Jan Lundgren:
Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning. IEEE Access 10: 95716-95747 (2022) - [j8]Giovanni Betta, Domenico Capriglione, Marco Carratù, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Antonio Pietrosanto, Paolo Sommella:
Stress Testing for Performance Analysis of Orientation Estimation Algorithms. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j7]Gabriele Patrizi, Alessandro Bartolini, Lorenzo Ciani, Vincenzo Gallo, Paolo Sommella, Marco Carratù:
A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [c44]Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Vincenzo Paciello:
Development of a new speed measurement technique based on deep learning. I2MTC 2022: 1-6 - [c43]Marco Carratù, Vincenzo Gallo, Vincenzo Paciello, Antonio Pietrosanto:
A deep learning approach for the development of an Early Earthquake Warning system. I2MTC 2022: 1-6 - [c42]Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto:
A novel image processing technique based on deep learning for water consumption detection. I2MTC 2022: 1-6 - [c41]Yali Nie, Marco Carratù, Mattias O'Nils, Paolo Sommella, Moise Avoci Ugwiri, Jan Lundgren:
Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning. I2MTC 2022: 1-6 - [c40]Gabriele Patrizi, Marcantonio Catelani, Lorenzo Ciani, Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Giovanni Betta, Domenico Capriglione:
Temperature stress tests on low-cost IMU systems: Analysis and first proposal for enhancing performance. I2MTC 2022: 1-6 - [c39]Marco Carratù, Francesco Pascale, Antonio Pietrosanto:
Enforcement Cybersecurity Techniques: A Lightweight Encryption over the CAN-Bus. ICSRS 2022: 412-417 - [c38]Marco Carratù, Vincenzo Gallo, Vincenzo Paciello:
IEEE 1451: Communication among smart sensors using MQTT protocol. M&N 2022: 1-6 - [c37]Irida Shallari, Vincenzo Gallo, Marco Carratu, Mattias O'Nils, Consolatina Liguori, Mazhar Hussain:
Image Scaling Effects on Deep Learning Based Applications. M&N 2022: 1-6 - [c36]Mazhar Hussain, Mattias O'Nils, Jan Lundgren, Marco Carratù, Irida Shallari:
Selection of optimal parameters to predict fuel consumption of city buses using data fusion. SAS 2022: 1-6 - [d1]Vincenzo Gallo, Salvatore Dello Iacono, Marco Carratù, Giuseppe Di Leo, Consolatina Liguori, Antonio Pietrosanto:
Smart Water Meter. IEEE DataPort, 2022 - 2021
- [j6]Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto:
Body Temperature - Indoor Condition Monitor and Activity Recognition by MEMS Accelerometer Based on IoT-Alert System for People in Quarantine Due to COVID-19. Sensors 21(7): 2313 (2021) - [j5]Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Consolatina Liguori, Antonio Pietrosanto:
Image Processing Technique for Improving the Sensitivity of Mechanical Register Water Meters to Very Small Leaks. Sensors 21(21): 7251 (2021) - [j4]Domenico Capriglione, Marco Carratù, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Antonio Pietrosanto, Paolo Sommella:
Experimental Analysis of Filtering Algorithms for IMU-Based Applications Under Vibrations. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [c35]Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren:
A CNN-based approach to measure wood quality in timber bundle images. I2MTC 2021: 1-6 - [c34]Marco Carratù, Vincenzo Paciello, António Espírito-Santo, Gustavo Monte:
A Novel Technique for Earthquakes Magnitude Estimation. I2MTC 2021: 1-6 - [c33]Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Domenico Capriglione:
Reliability and Functional Analysis of IMU systems under temperature-based stress tests. I2MTC 2021: 1-6 - [c32]Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto:
Noise Attenuation on IMU Measurement For Drone Balance by Sensor Fusion. I2MTC 2021: 1-6 - [c31]M. Avoci Ugwiri, Marco Carratù, Aimé Lay-Ekuakille, Vincenzo Paciello, Antonio Pietrosanto:
Cascade based methods in detecting rotating faults using vibration measurements. I2MTC 2021: 1-5 - [c30]Yali Nie, Matteo Ferro, Paolo Sommella, Marco Carratù, Sara Cacciapuoti, Giuseppe Di Leo, Jan Lundgren, Gabriella Fabbrocini:
Ensembling CNNs for dermoscopic analysis of suspicious skin lesions. MeMeA 2021: 1-6 - [c29]Thanh Tran, Kien Bui Huy, Nhat Truong Pham, Marco Carratù, Consolatina Liguori, Jan Lundgren:
Separate Sound into STFT Frames to Eliminate Sound Noise Frames in Sound Classification. SSCI 2021: 1-7 - [i1]Paolo Azzoni, Gianfranco Caminale, Marco Carratù, Salvatore Dello Iacono, Giuseppe Fenza, Nicola Gallo, Consolatina Liguori, Elisa Londero, Antonio Pietrosanto, Nicolo Rebella:
Distributed Smart Measurement Architecture for Industrial Automation. CoRR abs/2107.14272 (2021) - 2020
- [j3]Marco Carratù, António Espírito-Santo, Gustavo Monte, Vincenzo Paciello:
Earthquake Early Detection as an IEEE1451 Transducer Network Trigger for Urban Infrastructure Monitoring and Protection. IEEE Instrum. Meas. Mag. 23(9): 43-49 (2020) - [j2]Domenico Capriglione, Marco Carratù, Antonio Pietrosanto, Paolo Sommella:
Soft Sensors for Instrument Fault Accommodation in Semiactive Motorcycle Suspension Systems. IEEE Trans. Instrum. Meas. 69(5): 2367-2376 (2020) - [c28]Shahab Pasha, Jan Lundgren, Marco Carratù, Patrik Wreeby, Consolatina Liguori:
Two-stage Artificial Intelligence Clinical Decision Support System for Cardiovascular Assessment using Convolutional Neural Networks and Decision Trees. BIOSIGNALS 2020: 199-205 - [c27]Marco Carratù, Matteo Ferro, Vincenzo Paciello, Paolo Sommella, Jan Lundgren, Mattias O'Nils:
Wireless Sensor Network Calibration for PM10 Measurement. CIVEMSA 2020: 1-6 - [c26]Domenico Capriglione, Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli, Lorenzo Signorini:
Characterization of Inertial Measurement Units under Environmental Stress Screening. I2MTC 2020: 1-6 - [c25]Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Consolatina Liguori, Antonio Pietrosanto:
Image based similarity detection in mechanical registers. I2MTC 2020: 1-6 - [c24]Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren:
A novel IVS procedure for handling Big Data with Artificial Neural Networks. I2MTC 2020: 1-6 - [c23]Meng Jiang, Jan Lundgren, Shahab Pasha, Marco Carratù, Consolatina Liguori, Göran Thungström:
Indoor Silent Object Localization using Ambient Acoustic Noise Fingerprinting. I2MTC 2020: 1-6 - [c22]M. Avoci Ugwiri, Marco Carratù, Gustavo Monte, António Espírito-Santo, Vincenzo Paciello:
Edge Sensor Signal Processing Algorithms for Earthquake Early Detection. I2MTC 2020: 1-6 - [c21]M. Avoci Ugwiri, Marco Carratù, Antonio Pietrosanto, Vincenzo Paciello, Aimé Lay-Ekuakille:
Vibrations Measurement and Current Signatures for Fault Detection in Asynchronous Motor. I2MTC 2020: 1-6 - [c20]Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto:
A new Orientation Method for Inclinometer based on MEMS Accelerometer used in Industry 4.0. INDIN 2020: 177-181 - [c19]Yali Nie, Laura De Santis, Marco Carratù, Mattias O'Nils, Paolo Sommella, Jan Lundgren:
Deep Melanoma classification with K-Fold Cross-Validation for Process optimization. MeMeA 2020: 1-6
2010 – 2019
- 2019
- [j1]Domenico Capriglione, Marco Carratu, Antonio Pietrosanto, Paolo Sommella:
Online Fault Detection of Rear Stroke Suspension Sensor in Motorcycle. IEEE Trans. Instrum. Meas. 68(5): 1362-1372 (2019) - [c18]Francesco Abate, Marco Carratù, Consolatina Liguori, Antonio Pietrosanto:
Smart meters and water leakage detection: a preliminary study. I2MTC 2019: 1-6 - [c17]Domenico Capriglione, Marco Carratù, Antonio Pietrosanto, Paolo Sommella:
An IFDI Scheme for Stroke Sensors in Motorcycle Semi-Active Suspension Systems. I2MTC 2019: 1-6 - [c16]Marco Carratù, Salvatore Dello Iacono, Antonio Pietrosanto, Vincenzo Paciello:
IMU self-alignment in suspensions control system. I2MTC 2019: 1-6 - [c15]Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren:
Data Fusion for Timber Bundle Volume Measurement. I2MTC 2019: 1-6 - [c14]M. Avoci Ugwiri, Marco Carratù, Consolatina Liguori, Vincenzo Paciello:
Bridge dynamic analysis for accurate control and monitoring: Feasibility study. IECON 2019: 5307-5311 - [c13]Marco Carratù, Salvatore Dello Iacono, Minh Long Hoang, Antonio Pietrosanto:
Energy characterization of attitude algorithms. INDIN 2019: 1585-1590 - [c12]Marco Carratù, Salvatore Dello Iacono, Antonio Pietrosanto, Vincenzo Paciello:
Self-alignment procedure for IMU in automotive context. INDIN 2019: 1815-1820 - [c11]Marco Carratù, Matteo Ferro, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello:
A Smart Wireless Sensor Network For PM10 Measurement. M&N 2019: 1-6 - [c10]Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello:
A wearable low-cost device for measurement of human exposure to transmitted vibration on motorcycle. MetroInd4.0&IoT 2019: 329-333 - 2018
- [c9]Francesco Abate, Marco Carratu, Consolatina Liguori, Matteo Ferro, Vincenzo Paciello:
Smart meter for the IoT. I2MTC 2018: 1-6 - [c8]Domenico Capriglione, Marco Carratu, Antonio Pietrosanto, Paolo Sommella:
Real-time implementation of an IFD scheme for motorcycle sensors. I2MTC 2018: 1-6 - [c7]Marco Carratu, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello:
Semi-active suspension system for motorcycles: From the idea to the industrial product. I2MTC 2018: 1-6 - [c6]Marco Carratu, Matteo Ferro, Antonio Pietrosanto, Vincenzo Paciello:
Smart Power Meter for the IoT. INDIN 2018: 514-519 - [c5]Marco Carratu, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello:
Measuring suspension velocity from acceleration integration. INDIN 2018: 933-938 - [c4]Francesco Abate, Marco Carratù, António Espírito-Santo, Victor Huang, Gustavo Monte, Vincenzo Paciello:
IEEE 21451-001 Signal Treatment Applied to Smart Transducers. Sensors 2018: 371-376 - [c3]Domenico Capriglione, Marco Carratù, Matteo Ferro, Antonio Pietrosanto, Paolo Sommella:
Estimating the Outdoor PM10 Concentration Through Wireless Sensor Network for Smart Metering. Sensors 2018: 399-404 - [c2]Domenico Capriglione, Marco Carratu, Antonio Pietrosanto, Paolo Sommella:
A Virtual ANN-Based Sensor for IFD in Two-Wheeled Vehicle. Sensors 2018: 455-463 - 2017
- [c1]Marco Carratu, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello:
Velocity prediction from acceleration measurements in motorcycle suspensions. I2MTC 2017: 1-6
Coauthor Index
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last updated on 2024-10-07 22:07 CEST by the dblp team
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