Laura Falaschetti

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 41

Top Topics

Artifact Reduction

Human Activity Recognition

Top Venues

Publications

Laura Falaschetti, Sara Bruschi, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
An U-Net Semantic Segmentation Vision System on a Low-Power Embedded Microcontroller Platform. KES (2023)
Michele Alessandrini, Laura Falaschetti, Giorgio Biagetti, Paolo Crippa, Simona Luzzi, Claudio Turchetti
A Deep Learning Model for Correlation Analysis between Electroencephalography Signal and Speech Stimuli. Sensors 23 (19) (2023)
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
EEG-Based Neurodegenerative Disease Classification using LSTM Neural Networks. SSP (2023)
Giorgio Biagetti, Paolo Crippa, Dario Bocchini, Michele Alessandrini, Laura Falaschetti, Claudio Turchetti
Embedded AM-FM Signal Decomposition Algorithm for Continuous Human Activity Monitoring. KES (2022)
Laura Falaschetti, Lorenzo Manoni, Claudio Turchetti
A Low-Rank CNN Architecture for Real-Time Semantic Segmentation in Visual SLAM Applications. IEEE Open J. Circuits Syst. 3 (2022)
Laura Falaschetti, Mattia Beccerica, Giorgio Biagetti, Paolo Crippa, Michele Alessandrini, Claudio Turchetti
A Lightweight CNN-Based Vision System for Concrete Crack Detection on a Low-Power Embedded Microcontroller Platform. KES (2022)
Laura Falaschetti, Giorgio Biagetti, Paolo Crippa, Michele Alessandrini, Di Filippo Giacomo, Claudio Turchetti
A Lightweight and Accurate RNN in Wearable Embedded Systems for Human Activity Recognition. KES-IDT (2022)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Michele Alessandrini, Claudio Turchetti
Wearable Acceleration-Based Human Activity Recognition Using AM-FM Signal Decomposition. KES-IDT (2022)
Laura Falaschetti, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
ECG-Based Arrhythmia Classification using Recurrent Neural Networks in Embedded Systems. KES (2022)
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
EEG-Based Alzheimer's Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network. Sensors 22 (10) (2022)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
Classification of Alzheimer's Disease from EEG Signal Using Robust-PCA Feature Extraction. KES (2021)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Ali Mansour, Claudio Turchetti
Energy and Performance Analysis of Lossless Compression Algorithms for Wireless EMG Sensors. Sensors 21 (15) (2021)
Laura Falaschetti, Lorenzo Manoni, Romel Calero Fuentes Rivera, Danilo Pau, Gianfranco Romanazzi, Oriana Silvestroni, Valeria Tomaselli, Claudio Turchetti
A Low-Cost, Low-Power and Real-Time Image Detector for Grape Leaf Esca Disease Based on a Compressed CNN. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (3) (2021)
Lorenzo Manoni, Claudio Turchetti, Laura Falaschetti
An Effective Manifold Learning Approach to Parametrize Data for Generative Modeling of Biosignals. IEEE Access 8 (2020)
Claudio Turchetti, Laura Falaschetti, Lorenzo Manoni
Principal Tensor Embedding for Unsupervised Tensor Learning. IEEE Access 8 (2020)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Edoardo Focante, Natividad Martínez Madrid, Ralf Seepold, Claudio Turchetti
Machine Learning and Data Fusion Techniques Applied to Physical Activity Classification Using Photoplethysmographic and Accelerometric Signals. KES (2020)
Lorenzo Manoni, Claudio Turchetti, Laura Falaschetti, Paolo Crippa
A Comparative Study of Computational Methods for Compressed Sensing Reconstruction of EMG Signal. Sensors 19 (16) (2019)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Reduced complexity algorithm for heart rate monitoring from PPG signals using automatic activity intensity classifier. Biomed. Signal Process. Control. 52 (2019)
Claudio Turchetti, Laura Falaschetti
A manifold learning approach to dimensionality reduction for modeling data. Inf. Sci. 491 (2019)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems. EUSIPCO (2019)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
Recognition of Daily Human Activities Using Accelerometer and sEMG Signals. KES-IDT (2) (2019)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Riccardo Santarelli, Claudio Turchetti
Classification of Alzheimer's Disease from Structural Magnetic Resonance Imaging using Particle-Bernstein Polynomials Algorithm. KES-IDT (2) (2019)
Wilhelm Daniel Scherz, Ralf Seepold, Natividad Martínez Madrid, Paolo Crippa, Giorgio Biagetti, Laura Falaschetti, Claudio Turchetti
Activity Monitoring and Phase Detection Using a Portable EMG/ECG System. ApplePies (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
HMM speech synthesis based on MDCT representation. Int. J. Speech Technol. 21 (4) (2018)
Claudio Turchetti, Laura Falaschetti
A GPU Parallel Algorithm for Non Parametric Tensor Learning. ISSPIT (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, Claudio Turchetti
A comparative study of machine learning algorithms for physiological signal classification. KES (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization. Sensors 18 (9) (2018)
Giorgio Biagetti, Diego Coccia, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
An acquisition system of in-house parameters from wireless sensors for the identification of an environmental model. KES (2018)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals. KES-IDT (2) (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
Machine learning regression based on particle bernstein polynomials for nonlinear system identification. MLSP (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
An Investigation on the Accuracy of Truncated DKLT Representation for Speaker Identification With Short Sequences of Speech Frames. IEEE Trans. Cybern. 47 (12) (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
A Portable Wireless sEMG and Inertial Acquisition System for Human Activity Monitoring. IWBBIO (2) (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames. KES-IDT (2) (2017)
Claudio Turchetti, Laura Falaschetti
A machine learning method to determine intrinsic dimension of time series data. GlobalSIP (2017)
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Optimizing linear routing in the ToLHnet protocol to improve performance over long RS-485 buses. EURASIP J. Embed. Syst. 2017 (2017)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Motion Artifact Reduction in Photoplethysmography using Bayesian Classification for Physical Exercise Identification. ICPRAM (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Multivariate Direction Scoring for Dimensionality Reduction in Classification Problems. KES-IDT (1) (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Learning HMM State Sequences from Phonemes for Speech Synthesis. KES (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
Discrete bessel functions for representing the class of finite duration decaying sequences. EUSIPCO (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Wireless surface electromyograph and electrocardiograph system on 802.15.4. IEEE Trans. Consumer Electron. 62 (3) (2016)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
An Efficient Technique for Real-Time Human Activity Classification Using Accelerometer Data. KES-IDT (1) (2016)
Alessandro Baca, Giorgio Biagetti, Marta Camilletti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Luca Rossini, Dario Tonelli, Claudio Turchetti
CARMA: A robust motion artifact reduction algorithm for heart rate monitoring from PPG signals. EUSIPCO (2015)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
A Rule Based Framework for Smart Training Using sEMG Signal. KES-IDT (2015)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
An algorithm for automatic words extraction from a stream of phones in dictionary-based large vocabulary continuous speech recognition systems. ISSPIT (2015)
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Distributed Speech Recognition for Lighting System Control. KES-IDT (2015)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Nicola Ortolani, Claudio Turchetti
Improvement of RS-485 performance over long distances using the ToLHnet protocol. WISES (2015)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
Distributed Speech and Speaker Identification System for Personalized Domotic Control. mBiDA (2014)