Giorgio Biagetti

Orcid: 0000-0002-6601-0039

According to our database1, Giorgio Biagetti authored at least 66 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A Deep Learning Model for Correlation Analysis between Electroencephalography Signal and Speech Stimuli.
Sensors, October, 2023

EEG-Based Neurodegenerative Disease Classification using LSTM Neural Networks.
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 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

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
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
Reduced complexity algorithm for heart rate monitoring from PPG signals using automatic activity intensity classifier.
Biomed. Signal Process. Control., 2019

Recognition of Daily Human Activities Using Accelerometer and sEMG Signals.
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

A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems.
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

HMM speech synthesis based on MDCT representation.
Int. J. Speech Technol., 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

Activity Monitoring and Phase Detection Using a Portable EMG/ECG System.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

2017
Homomorphic Deconvolution for MUAP Estimation From Surface EMG Signals.
IEEE J. Biomed. Health Informatics, 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

Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals.
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017

Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames.
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

2016
Wireless surface electromyograph and electrocardiograph system on 802.15.4.
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

Learning HMM State Sequences from Phonemes for Speech Synthesis.
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
Analysis of the EMG Signal During Cyclic Movements Using Multicomponent AM-FM Decomposition.
IEEE J. Biomed. Health Informatics, 2015

Improvement of RS-485 performance over long distances using the ToLHnet protocol.
Proceedings of the 12th International Workshop on Intelligent Solutions in Embedded Systems, 2015

A Rule Based Framework for Smart Training Using sEMG Signal.
Proceedings of the Intelligent Decision Technologies, 2015

Distributed Speech Recognition for Lighting System Control.
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

Speaker Identification with Short Sequences of Speech Frames.
Proceedings of the ICPRAM 2015, 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
SystemC-WMS: wave mixed signal simulator for non-linear heterogeneous systems.
Int. J. Embed. Syst., 2014

An Analog Front-End for Combined EMG/ECG Wireless Sensors.
Proceedings of the Mobile Networks for Biometric Data Analysis, 2014

Surface EMG Fatigue Analysis by Means of Homomorphic Deconvolution.
Proceedings of the Mobile Networks for Biometric Data Analysis, 2014

Distributed Speech and Speaker Identification System for Personalized Domotic Control.
Proceedings of the Mobile Networks for Biometric Data Analysis, 2014

A Multi-class ECG Beat Classifier Based on the Truncated KLT Representation.
Proceedings of the 2014 European Modelling Symposium, Pisa, Italy, October 21-23, 2014, 2014

2011
Semi-Automatic Acoustic Model Generation from Large Unsynchronized Audio and Text Chunks.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010
Piecewise linear second moment statistical simulation of ICs affected by non-linear statistical effects.
Int. J. Circuit Theory Appl., 2010

Unsupervised identification of nonstationary dynamical systems using a Gaussian mixture model based on EM clustering of SOMs.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Nonlinear System Identification: An Effective Framework Based on the Karhunen-LoÈve Transform.
IEEE Trans. Signal Process., 2009

2.4GHz Wireless Electromyograph System with Statistically Optimal Automatic Gain Control - Design and Performance Analysis.
Proceedings of the BIODEVICES 2009, 2009

2008
Representation of Nonlinear Random Transformations by Non-Gaussian Stochastic Neural Networks.
IEEE Trans. Neural Networks, 2008

System Level Modelling of RF IC in SystemC-WMS.
EURASIP J. Embed. Syst., 2008

Sensor Network-Based Nonlinear System Identification.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

A novel approach to statistical simulation of ICS affected by non-linear variabilities.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

A computational intelligence technique for the identification of non-linear non-stationary systems.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Multicomponent AM-FM Representations: An Asymptotically Exact Approach.
IEEE Trans. Speech Audio Process., 2007

Efficient Synthesis of Piano Tones with Damped Bessel Functions.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

2006
Modeling of speech signals based on Bessel-like orthogonal transform.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005
Asymptotically exact AM-FM decomposition based on iterated hilbert transform.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

A Novel KLT Algorithm Optimized for Small Signal Sets.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

SystemC-WMS: A Wave Mixed Signal Simulator.
Proceedings of the Forum on specification and Design Languages, 2005

2004
SiSMA-a tool for efficient analysis of analog CMOS integrated circuits affected by device mismatch.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004

2003
Analog Circuit Modeling in SystemC.
Proceedings of the Forum on specification and Design Languages, 2003

2002
SiSMA: a statistical simulator for mismatch analysis of MOS ICs.
Proceedings of the 2002 IEEE/ACM International Conference on Computer-aided Design, 2002

1999
A current mode multistable memory using asynchronous successive approximation A/D converters.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999


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