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ORCIDLaura Falaschetti
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2020 – today
- 2024
[d1]Lorenzo Palma, Sara Campanella
, Alaa Alnasef, Alberto Belli, Paola Pierleoni, Laura Falaschetti:
FallsDatasetUNIVPM. IEEE DataPort, 2024
- 2023
- [j15]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): 8039 (2023) - [c32]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: 4473-4482 - [c31]Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti:
EEG-Based Neurodegenerative Disease Classification using LSTM Neural Networks. SSP 2023: 428-432 - 2022
- [j14]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: 115-133 (2022) - [j13]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): 3696 (2022) - [c30]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: 3421-3429 - [c29]Laura Falaschetti, Michele Alessandrini, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti:
ECG-Based Arrhythmia Classification using Recurrent Neural Networks in Embedded Systems. KES 2022: 3479-3487 - [c28]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: 3948-3956 - [c27]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Michele Alessandrini, Claudio Turchetti:
Wearable Acceleration-Based Human Activity Recognition Using AM-FM Signal Decomposition. KES-IDT 2022: 429-439 - [c26]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: 459-468 - 2021
- [j12]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): 468-481 (2021) - [j11]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): 5160 (2021) - [c25]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: 3114-3122 - 2020
- [j10]Lorenzo Manoni, Claudio Turchetti, Laura Falaschetti:
An Effective Manifold Learning Approach to Parametrize Data for Generative Modeling of Biosignals. IEEE Access 8: 207112-207133 (2020) - [j9]Claudio Turchetti, Laura Falaschetti, Lorenzo Manoni:
Principal Tensor Embedding for Unsupervised Tensor Learning. IEEE Access 8: 225240-225257 (2020) - [c24]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: 3103-3111
2010 – 2019
- 2019
- [j8]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: 293-301 (2019) - [j7]Claudio Turchetti, Laura Falaschetti:
A manifold learning approach to dimensionality reduction for modeling data. Inf. Sci. 491: 16-29 (2019) - [j6]Lorenzo Manoni, Claudio Turchetti, Laura Falaschetti, Paolo Crippa:
A Comparative Study of Computational Methods for Compressed Sensing Reconstruction of EMG Signal. Sensors 19(16): 3531 (2019) - [c23]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems. EUSIPCO 2019: 1-5 - [c22]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simona Luzzi, Claudio Turchetti:
Recognition of Daily Human Activities Using Accelerometer and sEMG Signals. KES-IDT (2) 2019: 37-47 - [c21]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: 49-62 - 2018
- [j5]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
HMM speech synthesis based on MDCT representation. Int. J. Speech Technol. 21(4): 1045-1055 (2018) - [j4]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization. Sensors 18(9): 2850 (2018) - [c20]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: 187-194 - [c19]Claudio Turchetti, Laura Falaschetti:
A GPU Parallel Algorithm for Non Parametric Tensor Learning. ISSPIT 2018: 286-290 - [c18]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: 1903-1912 - [c17]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, Claudio Turchetti:
A comparative study of machine learning algorithms for physiological signal classification. KES 2018: 1977-1984 - 2017
- [j3]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: 7 (2017) - [j2]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): 4235-4249 (2017) - [c16]Claudio Turchetti, Laura Falaschetti:
A machine learning method to determine intrinsic dimension of time series data. GlobalSIP 2017: 303-307 - [c15]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: 608-620 - [c14]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: 43-52 - [c13]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals. KES-IDT (2) 2017: 53-62 - [c12]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
Machine learning regression based on particle bernstein polynomials for nonlinear system identification. MLSP 2017: 1-6 - 2016
- [j1]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): 258-266 (2016) - [c11]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti:
Discrete bessel functions for representing the class of finite duration decaying sequences. EUSIPCO 2016: 2126-2130 - [c10]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Motion Artifact Reduction in Photoplethysmography using Bayesian Classification for Physical Exercise Identification. ICPRAM 2016: 467-474 - [c9]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Learning HMM State Sequences from Phonemes for Speech Synthesis. KES 2016: 1589-1596 - [c8]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Multivariate Direction Scoring for Dimensionality Reduction in Classification Problems. KES-IDT (1) 2016: 413-423 - [c7]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: 425-434 - 2015
- [c6]Alessandro Baca, Giorgio Biagetti, Marta Camilletti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Luca Rossi, Dario Tonelli, Claudio Turchetti:
CARMA: A robust motion artifact reduction algorithm for heart rate monitoring from PPG signals. EUSIPCO 2015: 2646-2650 - [c5]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: 18-23 - [c4]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
A Rule Based Framework for Smart Training Using sEMG Signal. KES-IDT 2015: 89-99 - [c3]Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Distributed Speech Recognition for Lighting System Control. KES-IDT 2015: 101-111 - [c2]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: 85-89 - 2014
- [c1]Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti:
Distributed Speech and Speaker Identification System for Personalized Domotic Control. mBiDA 2014: 159-170
Coauthor Index
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last updated on 2024-10-07 22:21 CEST by the dblp team
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