Marco Carratù

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 68

Top Topics

Early Detection

Fuel Consumption

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto, Jan Lundgren
Cross-Correlation Estimation in Artificial Neural Network for Uncertainty Assessment. I2MTC (2024)
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)
Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto
Including Measurement Uncertainty to Improve the Reliability of Classification ANN. I2MTC (2024)
Vincenzo Gallo, Irida Shallari, Marco Carratù, Valter Laino, Consolatina Liguori
Design and Characterization of a Powered Wheelchair Autonomous Guidance System. Sensors 24 (5) (2024)
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)
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)
Marco Carratù, Vincenzo Gallo, Paolo Sommella, Antonio Pietrosanto, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi
Remaining Useful Life estimation for MEMS-based transducers. I2MTC (2024)
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 (2024)
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)
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)
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)
Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli, Marco Carratù, Antonio Pietrosanto, Paolo Sommella
Dynamic Temperature Test of Gyroscope for Automotive Applications. I2MTC (2024)
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 (2023)
Daniele Buonocore, Marco Carratù, Salvatore Dello Iacono, Vincenzo Gallo, Vincenzo Paciello
Noise Floor Characterization in Accelerometers for Earthquake Monitoring. I2MTC (2023)
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 (2023)
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)
Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto
A Survey on Uncertainty Assessment in ANN-Based Measurements. MetroXRAINE (2023)
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)
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)
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) (2023)
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 (2023)
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)
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)
Marco Carratù, Vincenzo Gallo, Vincenzo Paciello, Antonio Pietrosanto
A deep learning approach for the development of an Early Earthquake Warning system. I2MTC (2022)
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 (2022)
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)
Marco Carratù, Vincenzo Gallo, Vincenzo Paciello
IEEE 1451: Communication among smart sensors using MQTT protocol. M&N (2022)
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)
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 (2022)
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 (2022)
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)
Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Vincenzo Paciello
Development of a new speed measurement technique based on deep learning. I2MTC (2022)
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)
Marco Carratù, Francesco Pascale, Antonio Pietrosanto
Enforcement Cybersecurity Techniques: A Lightweight Encryption over the CAN-Bus. ICSRS (2022)
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)
Marco Carratù, Vincenzo Paciello, António Espírito-Santo, Gustavo Monte
A Novel Technique for Earthquakes Magnitude Estimation. I2MTC (2021)
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) (2021)
Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto
Noise Attenuation on IMU Measurement For Drone Balance by Sensor Fusion. I2MTC (2021)
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)
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 (2021)
M. Avoci Ugwiri, Marco Carratù, Aimé Lay-Ekuakille, Vincenzo Paciello, Antonio Pietrosanto
Cascade based methods in detecting rotating faults using vibration measurements. I2MTC (2021)
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) (2021)
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 (2021)
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)
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)
Meng Jiang, Jan Lundgren, Shahab Pasha, Marco Carratù, Consolatina Liguori, Göran Thungström
Indoor Silent Object Localization using Ambient Acoustic Noise Fingerprinting. I2MTC (2020)
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) (2020)
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)
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)
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)
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)
Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Consolatina Liguori, Antonio Pietrosanto
Image based similarity detection in mechanical registers. I2MTC (2020)
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) (2020)
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)
Marco Carratù, Matteo Ferro, Vincenzo Paciello, Paolo Sommella, Jan Lundgren, Mattias O'Nils
Wireless Sensor Network Calibration for PM10 Measurement. CIVEMSA (2020)
M. Avoci Ugwiri, Marco Carratù, Gustavo Monte, António Espírito-Santo, Vincenzo Paciello
Edge Sensor Signal Processing Algorithms for Earthquake Early Detection. I2MTC (2020)
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)
Marco Carratù, Salvatore Dello Iacono, Antonio Pietrosanto, Vincenzo Paciello
Self-alignment procedure for IMU in automotive context. INDIN (2019)
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)
Marco Carratù, Salvatore Dello Iacono, Antonio Pietrosanto, Vincenzo Paciello
IMU self-alignment in suspensions control system. I2MTC (2019)
Domenico Capriglione, Marco Carratù, Antonio Pietrosanto, Paolo Sommella
An IFDI Scheme for Stroke Sensors in Motorcycle Semi-Active Suspension Systems. I2MTC (2019)
Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
Data Fusion for Timber Bundle Volume Measurement. I2MTC (2019)
M. Avoci Ugwiri, Marco Carratù, Consolatina Liguori, Vincenzo Paciello
Bridge dynamic analysis for accurate control and monitoring: Feasibility study. IECON (2019)
Francesco Abate, Marco Carratù, Consolatina Liguori, Antonio Pietrosanto
Smart meters and water leakage detection: a preliminary study. I2MTC (2019)
Marco Carratù, Salvatore Dello Iacono, Minh Long Hoang, Antonio Pietrosanto
Energy characterization of attitude algorithms. INDIN (2019)
Marco Carratù, Matteo Ferro, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello
A Smart Wireless Sensor Network For PM10 Measurement. M&N (2019)
Domenico Capriglione, Marco Carratù, Matteo Ferro, Antonio Pietrosanto, Paolo Sommella
Estimating the Outdoor PM10 Concentration Through Wireless Sensor Network for Smart Metering. Sensors (2018)
Francesco Abate, Marco Carratù, António Espírito-Santo, V. Huang, Gustavo Monte, Vincenzo Paciello
IEEE 21451-001 Signal Treatment Applied to Smart Transducers. Sensors (2018)