Laura Falaschetti
Orcid: 0000-0003-3183-7682
According to our database1,
Laura Falaschetti
authored at least 47 papers
between 2014 and 2023.
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Bibliography
2023
A Deep Learning Model for Correlation Analysis between Electroencephalography Signal and Speech Stimuli.
Sensors, October, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
An U-Net Semantic Segmentation Vision System on a Low-Power Embedded Microcontroller Platform.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
2022
EEG-Based Alzheimer's Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network.
Sensors, 2022
A Low-Rank CNN Architecture for Real-Time Semantic Segmentation in Visual SLAM Applications.
IEEE Open J. Circuits Syst., 2022
A Lightweight and Accurate RNN in Wearable Embedded Systems for Human Activity Recognition.
Proceedings of the Intelligent Decision Technologies, 2022
Wearable Acceleration-Based Human Activity Recognition Using AM-FM Signal Decomposition.
Proceedings of the Intelligent Decision Technologies, 2022
A Lightweight CNN-Based Vision System for Concrete Crack Detection on a Low-Power Embedded Microcontroller Platform.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
ECG-Based Arrhythmia Classification using Recurrent Neural Networks in Embedded Systems.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Embedded AM-FM Signal Decomposition Algorithm for Continuous Human Activity Monitoring.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
2021
Energy and Performance Analysis of Lossless Compression Algorithms for Wireless EMG Sensors.
Sensors, 2021
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., 2021
Classification of Alzheimer's Disease from EEG Signal Using Robust-PCA Feature Extraction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
2020
An Effective Manifold Learning Approach to Parametrize Data for Generative Modeling of Biosignals.
IEEE Access, 2020
Machine Learning and Data Fusion Techniques Applied to Physical Activity Classification Using Photoplethysmographic and Accelerometric Signals.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020
2019
A Comparative Study of Computational Methods for Compressed Sensing Reconstruction of EMG Signal.
Sensors, 2019
Inf. Sci., 2019
Reduced complexity algorithm for heart rate monitoring from PPG signals using automatic activity intensity classifier.
Biomed. Signal Process. Control., 2019
Proceedings of the Intelligent Decision Technologies 2019, 2019
Classification of Alzheimer's Disease from Structural Magnetic Resonance Imaging using Particle-Bernstein Polynomials Algorithm.
Proceedings of the Intelligent Decision Technologies 2019, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Classifier Level Fusion of Accelerometer and sEMG Signals for Automatic Fitness Activity Diarization.
Sensors, 2018
A comparative study of machine learning algorithms for physiological signal classification.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
An acquisition system of in-house parameters from wireless sensors for the identification of an environmental model.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018
2017
An Investigation on the Accuracy of Truncated DKLT Representation for Speaker Identification With Short Sequences of Speech Frames.
IEEE Trans. Cybern., 2017
Optimizing linear routing in the ToLHnet protocol to improve performance over long RS-485 buses.
EURASIP J. Embed. Syst., 2017
Machine learning regression based on particle bernstein polynomials for nonlinear system identification.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
A Portable Wireless sEMG and Inertial Acquisition System for Human Activity Monitoring.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
IEEE Trans. Consumer Electron., 2016
An Efficient Technique for Real-Time Human Activity Classification Using Accelerometer Data.
Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016
Multivariate Direction Scoring for Dimensionality Reduction in Classification Problems.
Proceedings of the Intelligent Decision Technologies 2016 - Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016), 2016
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016
Motion Artifact Reduction in Photoplethysmography using Bayesian Classification for Physical Exercise Identification.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Discrete bessel functions for representing the class of finite duration decaying sequences.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Proceedings of the 12th International Workshop on Intelligent Solutions in Embedded Systems, 2015
Proceedings of the Intelligent Decision Technologies, 2015
Proceedings of the Intelligent Decision Technologies, 2015
An algorithm for automatic words extraction from a stream of phones in dictionary-based large vocabulary continuous speech recognition systems.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
CARMA: A robust motion artifact reduction algorithm for heart rate monitoring from PPG signals.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Distributed Speech and Speaker Identification System for Personalized Domotic Control.
Proceedings of the Mobile Networks for Biometric Data Analysis, 2014