Marco Carratù

81 papers B 1C 5Journal 16Unranked 58

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Empowering International Students' Listening and Speaking Skills via AI-Driven Audio in NotebookLM: Reflections Across Disciplines. HICSS Xin Zhao, Xuanning Chen, Marco Carratù, Irida Shallari, Minna Rollins
2026	—	`conf`	Introduction to the Minitrack on Generative Artificial Intelligence in Higher Education. HICSS Irida Shallari, Minna Rollins, Xin Zhao, Marco Carratù
2025	—	`conf`	A Closed-form Eigenmode-based DoA Estimation using Uniform Circular Array. I2MTC Meng Jiang, Chibuzo Joseph Nnonyelu, Marco Carratù, Marianthi Adamopoulou, Göran Thungström, Jan Lundgren
2025	J	`jnl`	A New Health Index for RUL Estimation of MEMS Sensors Using Dimensionality Reduction and Artificial Neural Networks. IEEE Trans. Instrum. Meas. Marco Carratù, Vincenzo Gallo, Salvatore Dello Iacono, Paolo Sommella, Lorenzo Ciani, Gabriele Patrizi
2025	—	`conf`	Compensation of thermal drifts on MEMS Inertial Measurement Unit using package underfilling. I2MTC Gabriele Patrizi, Marco Carratù, Karsten Meier, Paolo Sommella, Antonio Pietrosanto, Karlheinz Bock, Lorenzo Ciani
2025	—	`conf`	Deployment of an Anomaly Detection Methodology Based on Generative Adversarial Network. MetroAutomotive Marco Carratù, Vincenzo Gallo, Antonio Pietrosanto, Paolo Sommella
2025	—	`conf`	Impact of Accelerated Life Testing on the Metrological Performance of Commercial MEMS Accelerometers. I2MTC Marco Carratù, Vincenzo Gallo, Valter Laino, Paolo Sommella, Antonio Pietrosanto, Lorenzo Ciani, Roberto Singuaroli, Gabriele Patrizi
2025	—	`conf`	Introduction to the Minitrack on Generative Artificial Intelligence in Higher Education. HICSS Xin Zhao, Marco Carratù, Irida Shallari, Minna Rollins
2025	—	`conf`	Robotic Tremor Simulation for Experimental Validation of Inertial Sensors in Neurodegenerative Disease Monitoring. MetroInd4.0 & IoT Giorgio de Alteriis, Rosario Schiano Lo Moriello, Gianni Cerro, Chiara Carissimo, Vincenzo Gallo, Lorenzo Coppola, Francesco de Pandi, Francesco Cirillo, Consolatina Liguori, Marco Carratù
2025	—	`conf`	Signal First-Difference as Augmentation Method for CNN-Based Heart Sound Classification. I2MTC Chibuzo Joseph Nnonyelu, Meng Jiang, Vincenzo Gallo, Valter Laino, Marco Carratù, Jan Lundgren
2025	—	`conf`	Students' Use and Attitudes Toward Generative Artificial Intelligence: A Comparative Study Between the UK and China. HICSS Xin Zhao, Xuanning Chen, Lei Vincent Huang, Minna Rollins, Marco Carratù, Irida Shallari
2025	—	`conf`	Uncertainty-Aware Data Reconstruction in Autoencoders. I2MTC Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto, Jan Lundgren
2024	—	`conf`	Accuracy Impact of Increased Measurement Quality when using Pretrained Networks for Classification. I2MTC Jan Lundgren, Meng Jiang, Valter Laino, Vincenzo Gallo, Marco Carratù, Chibuzo Joseph Nnonyelu
2024	—	`conf`	Cross-Correlation Estimation in Artificial Neural Network for Uncertainty Assessment. I2MTC Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto, Jan Lundgren
2024	J	`jnl`	Design and Characterization of a Powered Wheelchair Autonomous Guidance System. Sensors Vincenzo Gallo, Irida Shallari, Marco Carratù, Valter Laino, Consolatina Liguori
2024	—	`conf`	Design and Evaluation of a Soft Sensor for Snow Weight Measurement. I2MTC Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Irida Shallari, Jan Lundgren, Mattias O'Nils
2024	—	`conf`	Development of a Smart Sensor Framework for Predictive Maintenance. MetroInd4.0 & IoT Daniele Buonocore, Marco Carratù, Giuseppe Ciavolino, Matteo Ferro, Matteo Marino, Vincenzo Paciello
2024	—	`conf`	Dynamic Temperature Test of Gyroscope for Automotive Applications. I2MTC Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli, Marco Carratù, Antonio Pietrosanto, Paolo Sommella
2024	—	`conf`	Earthquake Magnitude Estimation with Single Seismic Station using Deep Learning. M&N Marco Carratù, Vincenzo Gallo, Valter Laino, Vincenzo Paciello, António Espírito-Santo, Irida Shallari
2024	—	`conf`	Improving Cardiac Auscultation Signal Quality by using 4-Channel Stethoscope Array. I2MTC Marianthi Adamopoulou, Meng Jiang, Chibuzo Joseph Nnonyelu, Marco Carratù, Consolatina Liguori, Jan Lundgren
2024	—	`conf`	Including Measurement Uncertainty to Improve the Reliability of Classification ANN. I2MTC Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto
2024	—	`conf`	Propagation of Measurement Uncertainty in IMU Orientation Tracking Algorithms. MetroInd4.0 & IoT Daniele Buonocore, Marco Carratù, Vincenzo Gallo, Valter Laino, Antonio Pietrosanto, Paolo Sommella
2024	—	`conf`	Remaining Useful Life estimation for MEMS-based transducers. I2MTC Marco Carratù, Vincenzo Gallo, Paolo Sommella, Antonio Pietrosanto, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi
2024	J	`jnl`	Temperature Sensitivity Analysis of Inertial Measurement Unit Under Dynamic Conditions. IEEE Trans. Instrum. Meas. Gabriele Patrizi, Marco Carratù, Lorenzo Ciani, Paolo Sommella, Marcantonio Catelani, Antonio Pietrosanto
2023	J	`jnl`	A Novel Methodology for Unsupervised Anomaly Detection in Industrial Electrical Systems. IEEE Trans. Instrum. Meas. Marco Carratù, Vincenzo Gallo, Salvatore Dello Iacono, Paolo Sommella, Alessandro Bartolini, Francesco Grasso, Lorenzo Ciani, Gabriele Patrizi
2023	—	`conf`	A Survey on Uncertainty Assessment in ANN-Based Measurements. MetroXRAINE Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Antonio Pietrosanto
2023	—	`conf`	An enhanced Smart Sampling algorithm based on Deep Learning. I2MTC Marco Carratù, Salvatore Dello Iacono, Vincenzo Gallo, Vincenzo Paciello, Gustavo Monte, António Espírito-Santo
2023	—	`conf`	An experimental setup for characterization of Inertial measurement unit under dynamic conditions. I2MTC Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli
2023	—	`conf`	An innovative method for log diameter measurements based on deep learning. I2MTC Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
2023	J	`jnl`	Analysis of Inertial Measurement Units Performances Under Dynamic Conditions. IEEE Trans. Instrum. Meas. Gabriele Patrizi, Marco Carratù, Lorenzo Ciani, Paolo Sommella, Marcantonio Catelani, Antonio Pietrosanto
2023	—	`conf`	Anomaly Detection on Industrial Electrical Systems using Deep Learning. I2MTC Marco Carratù, Vincenzo Gallo, Antonio Pietrosanto, Paolo Sommella, Gabriele Patrizi, Alessandro Bartolini, Lorenzo Ciani, Marcantonio Catelani, Francesco Grasso
2023	J	`jnl`	Fusion Filters between the No Motion No Integration Technique and Kalman Filter in Noise Optimization on a 6DoF Drone for Orientation Tracking. Sensors Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto
2023	—	`conf`	Noise Floor Characterization in Accelerometers for Earthquake Monitoring. I2MTC Daniele Buonocore, Marco Carratù, Salvatore Dello Iacono, Vincenzo Gallo, Vincenzo Paciello
2023	J	`jnl`	Smart Water Meter Based on Deep Neural Network and Undersampling for PWNC Detection. IEEE Trans. Instrum. Meas. Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto
2023	C	`conf`	The Evaluation of Uncertainty in Measurements Using Artificial Neural Network Techniques. IECON Marco Carratù, Vincenzo Gallo, Valter Laino, Consolatina Liguori, Vincenzo Paciello, Antonio Pietrosanto
2022	J	`jnl`	A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning. IEEE Trans. Instrum. Meas. Gabriele Patrizi, Alessandro Bartolini, Lorenzo Ciani, Vincenzo Gallo, Paolo Sommella, Marco Carratù
2022	—	`conf`	A deep learning approach for the development of an Early Earthquake Warning system. I2MTC Marco Carratù, Vincenzo Gallo, Vincenzo Paciello, Antonio Pietrosanto
2022	—	`conf`	A novel image processing technique based on deep learning for water consumption detection. I2MTC Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto
2022	—	`conf`	Development of a new speed measurement technique based on deep learning. I2MTC Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Vincenzo Paciello
2022	—	`conf`	Enforcement Cybersecurity Techniques: A Lightweight Encryption over the CAN-Bus. ICSRS Marco Carratù, Francesco Pascale, Antonio Pietrosanto
2022	—	`conf`	IEEE 1451: Communication among smart sensors using MQTT protocol. M&N Marco Carratù, Vincenzo Gallo, Vincenzo Paciello
2022	J	`jnl`	Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning. IEEE Access Yali Nie, Paolo Sommella, Marco Carratù, Matteo Ferro, Mattias O'Nils, Jan Lundgren
2022	B	`conf`	Selection of optimal parameters to predict fuel consumption of city buses using data fusion. SAS Mazhar Hussain, Mattias O'Nils, Jan Lundgren, Marco Carratù, Irida Shallari
2022	—	`conf`	Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning. I2MTC Yali Nie, Marco Carratù, Mattias O'Nils, Paolo Sommella, Moise Avoci Ugwiri, Jan Lundgren
2022	J	`jnl`	Stress Testing for Performance Analysis of Orientation Estimation Algorithms. IEEE Trans. Instrum. Meas. Giovanni Betta, Domenico Capriglione, Marco Carratù, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Antonio Pietrosanto, Paolo Sommella
2022	—	`conf`	Temperature stress tests on low-cost IMU systems: Analysis and first proposal for enhancing performance. I2MTC Gabriele Patrizi, Marcantonio Catelani, Lorenzo Ciani, Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Giovanni Betta, Domenico Capriglione
2021	—	`conf`	A CNN-based approach to measure wood quality in timber bundle images. I2MTC Marco Carratù, Vincenzo Gallo, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
2021	—	`conf`	A Novel Technique for Earthquakes Magnitude Estimation. I2MTC Marco Carratù, Vincenzo Paciello, António Espírito-Santo, Gustavo Monte
2021	J	`jnl`	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 Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto
2021	—	`conf`	Cascade based methods in detecting rotating faults using vibration measurements. I2MTC M. Avoci Ugwiri, Marco Carratù, Aimé Lay-Ekuakille, Vincenzo Paciello, Antonio Pietrosanto
2021	J	`jnl`	Distributed Smart Measurement Architecture for Industrial Automation. CoRR Paolo Azzoni, Gianfranco Caminale, Marco Carratù, Salvatore Dello Iacono, Giuseppe Fenza, Nicola Gallo, Consolatina Liguori, Elisa Londero, Antonio Pietrosanto, Nicolo Rebella
2021	—	`conf`	Ensembling CNNs for dermoscopic analysis of suspicious skin lesions. MeMeA Yali Nie, Matteo Ferro, Paolo Sommella, Marco Carratù, Sara Cacciapuoti, Giuseppe Di Leo, Jan Lundgren, Gabriella Fabbrocini
2021	J	`jnl`	Experimental Analysis of Filtering Algorithms for IMU-Based Applications Under Vibrations. IEEE Trans. Instrum. Meas. Domenico Capriglione, Marco Carratù, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Antonio Pietrosanto, Paolo Sommella
2021	J	`jnl`	Image Processing Technique for Improving the Sensitivity of Mechanical Register Water Meters to Very Small Leaks. Sensors Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Consolatina Liguori, Antonio Pietrosanto
2021	—	`conf`	Noise Attenuation on IMU Measurement For Drone Balance by Sensor Fusion. I2MTC Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto
2021	—	`conf`	Reliability and Functional Analysis of IMU systems under temperature-based stress tests. I2MTC Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Domenico Capriglione
2021	—	`conf`	Separate Sound into STFT Frames to Eliminate Sound Noise Frames in Sound Classification. SSCI Thanh Tran, Kien Bui Huy, Nhat Truong Pham, Marco Carratù, Consolatina Liguori, Jan Lundgren
2020	C	`conf`	A new Orientation Method for Inclinometer based on MEMS Accelerometer used in Industry 4.0. INDIN Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto
2020	—	`conf`	A novel IVS procedure for handling Big Data with Artificial Neural Networks. I2MTC Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
2020	—	`conf`	Characterization of Inertial Measurement Units under Environmental Stress Screening. I2MTC Domenico Capriglione, Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli, Lorenzo Signorini
2020	—	`conf`	Deep Melanoma classification with K-Fold Cross-Validation for Process optimization. MeMeA Yali Nie, Laura De Santis, Marco Carratù, Mattias O'Nils, Paolo Sommella, Jan Lundgren
2020	J	`jnl`	Earthquake Early Detection as an IEEE1451 Transducer Network Trigger for Urban Infrastructure Monitoring and Protection. IEEE Instrum. Meas. Mag. Marco Carratù, António Espírito-Santo, Gustavo Monte, Vincenzo Paciello
2020	—	`conf`	Edge Sensor Signal Processing Algorithms for Earthquake Early Detection. I2MTC M. Avoci Ugwiri, Marco Carratù, Gustavo Monte, António Espírito-Santo, Vincenzo Paciello
2020	—	`conf`	Image based similarity detection in mechanical registers. I2MTC Marco Carratù, Salvatore Dello Iacono, Giuseppe Di Leo, Consolatina Liguori, Antonio Pietrosanto
2020	—	`conf`	Indoor Silent Object Localization using Ambient Acoustic Noise Fingerprinting. I2MTC Meng Jiang, Jan Lundgren, Shahab Pasha, Marco Carratù, Consolatina Liguori, Göran Thungström
2020	J	`jnl`	Soft Sensors for Instrument Fault Accommodation in Semiactive Motorcycle Suspension Systems. IEEE Trans. Instrum. Meas. Domenico Capriglione, Marco Carratù, Antonio Pietrosanto, Paolo Sommella
2020	—	`conf`	Two-stage Artificial Intelligence Clinical Decision Support System for Cardiovascular Assessment using Convolutional Neural Networks and Decision Trees. BIOSIGNALS Shahab Pasha, Jan Lundgren, Marco Carratù, Patrik Wreeby, Consolatina Liguori
2020	—	`conf`	Vibrations Measurement and Current Signatures for Fault Detection in Asynchronous Motor. I2MTC M. Avoci Ugwiri, Marco Carratù, Antonio Pietrosanto, Vincenzo Paciello, Aimé Lay-Ekuakille
2020	—	`conf`	Wireless Sensor Network Calibration for PM10 Measurement. CIVEMSA Marco Carratù, Matteo Ferro, Vincenzo Paciello, Paolo Sommella, Jan Lundgren, Mattias O'Nils
2019	—	`conf`	A Smart Wireless Sensor Network For PM10 Measurement. M&N Marco Carratù, Matteo Ferro, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello
2019	—	`conf`	A wearable low-cost device for measurement of human exposure to transmitted vibration on motorcycle. MetroInd4.0&IoT Marco Carratù, Antonio Pietrosanto, Paolo Sommella, Vincenzo Paciello
2019	—	`conf`	An IFDI Scheme for Stroke Sensors in Motorcycle Semi-Active Suspension Systems. I2MTC Domenico Capriglione, Marco Carratù, Antonio Pietrosanto, Paolo Sommella
2019	C	`conf`	Bridge dynamic analysis for accurate control and monitoring: Feasibility study. IECON M. Avoci Ugwiri, Marco Carratù, Consolatina Liguori, Vincenzo Paciello
2019	—	`conf`	Data Fusion for Timber Bundle Volume Measurement. I2MTC Marco Carratù, Consolatina Liguori, Antonio Pietrosanto, Mattias O'Nils, Jan Lundgren
2019	C	`conf`	Energy characterization of attitude algorithms. INDIN Marco Carratù, Salvatore Dello Iacono, Minh Long Hoang, Antonio Pietrosanto
2019	—	`conf`	IMU self-alignment in suspensions control system. I2MTC Marco Carratù, Salvatore Dello Iacono, Antonio Pietrosanto, Vincenzo Paciello
2019	C	`conf`	Self-alignment procedure for IMU in automotive context. INDIN Marco Carratù, Salvatore Dello Iacono, Antonio Pietrosanto, Vincenzo Paciello
2019	—	`conf`	Smart meters and water leakage detection: a preliminary study. I2MTC Francesco Abate, Marco Carratù, Consolatina Liguori, Antonio Pietrosanto
2019	—	`—`	Soft sensors in automotive applications. Marco Carratù
2018	—	`conf`	Estimating the Outdoor PM10 Concentration Through Wireless Sensor Network for Smart Metering. Sensors Domenico Capriglione, Marco Carratù, Matteo Ferro, Antonio Pietrosanto, Paolo Sommella
2018	—	`conf`	IEEE 21451-001 Signal Treatment Applied to Smart Transducers. Sensors Francesco Abate, Marco Carratù, António Espírito-Santo, Victor Huang, Gustavo Monte, Vincenzo Paciello