Laura Falaschetti

50 papers B 10C 1Journal 17Unranked 22
YearRankTypeTitle / Venue / Authors
2025 J jnl
An AIoT System for Earthquake Early Warning on Resource Constrained Devices.
IEEE Internet Things J.
Marco Esposito, Alberto Belli, Laura Falaschetti, Lorenzo Palma, Paola Pierleoni
2025 B conf
SmartFruit: an Embedded AI System to Detect Fruit Ripeness and Prevent Food Waste.
SAS
Sara Campanella, Antonio Maraglino, Laura Falaschetti, Paola Pierleoni, Alberto Belli, Claudio Turchetti, Lorenzo Palma
2024 J jnl
Embedded Real-Time Vehicle and Pedestrian Detection Using a Compressed Tiny YOLO v3 Architecture.
IEEE Trans. Intell. Transp. Syst.
Laura Falaschetti, Lorenzo Manoni, Lorenzo Palma, Paola Pierleoni, Claudio Turchetti
2023 J jnl
A Deep Learning Model for Correlation Analysis between Electroencephalography Signal and Speech Stimuli.
Sensors
Michele Alessandrini, Laura Falaschetti, Giorgio Biagetti, Paolo Crippa, Simona Luzzi, Claudio Turchetti
2023 B conf
An U-Net Semantic Segmentation Vision System on a Low-Power Embedded Microcontroller Platform.
KES
Laura Falaschetti, Sara Bruschi, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
2023 — conf
EEG-Based Neurodegenerative Disease Classification using LSTM Neural Networks.
SSP
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
2022 B conf
A Lightweight CNN-Based Vision System for Concrete Crack Detection on a Low-Power Embedded Microcontroller Platform.
KES
Laura Falaschetti, Mattia Beccerica, Giorgio Biagetti, Paolo Crippa, Michele Alessandrini, Claudio Turchetti
2022 — conf
A Lightweight and Accurate RNN in Wearable Embedded Systems for Human Activity Recognition.
KES-IDT
Laura Falaschetti, Giorgio Biagetti, Paolo Crippa, Michele Alessandrini, Di Filippo Giacomo, Claudio Turchetti
2022 J jnl
A Low-Rank CNN Architecture for Real-Time Semantic Segmentation in Visual SLAM Applications.
IEEE Open J. Circuits Syst.
Laura Falaschetti, Lorenzo Manoni, Claudio Turchetti
2022 B conf
ECG-Based Arrhythmia Classification using Recurrent Neural Networks in Embedded Systems.
KES
Laura Falaschetti, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
2022 J jnl
EEG-Based Alzheimer's Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network.
Sensors
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
2022 B conf
Embedded AM-FM Signal Decomposition Algorithm for Continuous Human Activity Monitoring.
KES
Giorgio Biagetti, Paolo Crippa, Dario Bocchini, Michele Alessandrini, Laura Falaschetti, Claudio Turchetti
2022 — conf
Wearable Acceleration-Based Human Activity Recognition Using AM-FM Signal Decomposition.
KES-IDT
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Michele Alessandrini, Claudio Turchetti
2021 J jnl
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.
Laura Falaschetti, Lorenzo Manoni, Romel Calero Fuentes Rivera, Danilo Pau, Gianfranco Romanazzi, Oriana Silvestroni, Valeria Tomaselli, Claudio Turchetti
2021 B conf
Classification of Alzheimer's Disease from EEG Signal Using Robust-PCA Feature Extraction.
KES
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
2021 J jnl
Energy and Performance Analysis of Lossless Compression Algorithms for Wireless EMG Sensors.
Sensors
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Ali Mansour, Claudio Turchetti
2020 J jnl
An Effective Manifold Learning Approach to Parametrize Data for Generative Modeling of Biosignals.
IEEE Access
Lorenzo Manoni, Claudio Turchetti, Laura Falaschetti
2020 B conf
Machine Learning and Data Fusion Techniques Applied to Physical Activity Classification Using Photoplethysmographic and Accelerometric Signals.
KES
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Edoardo Focante, Natividad Martínez Madrid, Ralf Seepold, Claudio Turchetti
2020 J jnl
Principal Tensor Embedding for Unsupervised Tensor Learning.
IEEE Access
Claudio Turchetti, Laura Falaschetti, Lorenzo Manoni
2019 J jnl
A Comparative Study of Computational Methods for Compressed Sensing Reconstruction of EMG Signal.
Sensors
Lorenzo Manoni, Claudio Turchetti, Laura Falaschetti, Paolo Crippa
2019 — conf
A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems.
EUSIPCO
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
2019 J jnl
A manifold learning approach to dimensionality reduction for modeling data.
Inf. Sci.
Claudio Turchetti, Laura Falaschetti
2019 — conf
Classification of Alzheimer's Disease from Structural Magnetic Resonance Imaging using Particle-Bernstein Polynomials Algorithm.
KES-IDT (2)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Riccardo Santarelli, Claudio Turchetti
2019 — conf
Recognition of Daily Human Activities Using Accelerometer and sEMG Signals.
KES-IDT (2)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti
2019 J jnl
Reduced complexity algorithm for heart rate monitoring from PPG signals using automatic activity intensity classifier.
Biomed. Signal Process. Control.
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2018 — conf
A GPU Parallel Algorithm for Non Parametric Tensor Learning.
ISSPIT
Claudio Turchetti, Laura Falaschetti
2018 B conf
A comparative study of machine learning algorithms for physiological signal classification.
KES
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, Claudio Turchetti
2018 — conf
Activity Monitoring and Phase Detection Using a Portable EMG/ECG System.
ApplePies
Wilhelm Daniel Scherz, Ralf Seepold, Natividad Martínez Madrid, Paolo Crippa, Giorgio Biagetti, Laura Falaschetti, Claudio Turchetti
2018 B conf
An acquisition system of in-house parameters from wireless sensors for the identification of an environmental model.
KES
Giorgio Biagetti, Diego Coccia, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
2018 J jnl
Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization.
Sensors
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
2018 J jnl
HMM speech synthesis based on MDCT representation.
Int. J. Speech Technol.
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
2017 — conf
A Portable Wireless sEMG and Inertial Acquisition System for Human Activity Monitoring.
IWBBIO (2)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2017 — conf
A machine learning method to determine intrinsic dimension of time series data.
GlobalSIP
Claudio Turchetti, Laura Falaschetti
2017 J jnl
An Investigation on the Accuracy of Truncated DKLT Representation for Speaker Identification With Short Sequences of Speech Frames.
IEEE Trans. Cybern.
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2017 — conf
Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals.
KES-IDT (2)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2017 — conf
Machine learning regression based on particle bernstein polynomials for nonlinear system identification.
MLSP
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
2017 J jnl
Optimizing linear routing in the ToLHnet protocol to improve performance over long RS-485 buses.
EURASIP J. Embed. Syst.
Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2017 — conf
Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames.
KES-IDT (2)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2016 — conf
An Efficient Technique for Real-Time Human Activity Classification Using Accelerometer Data.
KES-IDT (1)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2016 — conf
Discrete bessel functions for representing the class of finite duration decaying sequences.
EUSIPCO
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
2016 B conf
Learning HMM State Sequences from Phonemes for Speech Synthesis.
KES
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2016 C conf
Motion Artifact Reduction in Photoplethysmography using Bayesian Classification for Physical Exercise Identification.
ICPRAM
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2016 — conf
Multivariate Direction Scoring for Dimensionality Reduction in Classification Problems.
KES-IDT (1)
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2016 J jnl
Wireless surface electromyograph and electrocardiograph system on 802.15.4.
IEEE Trans. Consumer Electron.
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2015 — conf
A Rule Based Framework for Smart Training Using sEMG Signal.
KES-IDT
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2015 — conf
An algorithm for automatic words extraction from a stream of phones in dictionary-based large vocabulary continuous speech recognition systems.
ISSPIT
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2015 — conf
CARMA: A robust motion artifact reduction algorithm for heart rate monitoring from PPG signals.
EUSIPCO
Alessandro Baca, Giorgio Biagetti, Marta Camilletti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Luca Rossi, Dario Tonelli, Claudio Turchetti
2015 — conf
Distributed Speech Recognition for Lighting System Control.
KES-IDT
Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
2015 — conf
Improvement of RS-485 performance over long distances using the ToLHnet protocol.
WISES
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Nicola Ortolani, Claudio Turchetti
2014 — conf
Distributed Speech and Speaker Identification System for Personalized Domotic Control.
mBiDA
Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti