Giorgio Biagetti

66 papers A 4B 10C 5Journal 18Unranked 29

Year	Rank	Type	Title / Venue / Authors
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	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	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	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
2019	—	`conf`	A Machine Learning Approach to the Identification of Dynamical Nonlinear Systems. EUSIPCO Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Claudio Turchetti
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	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	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	J	`jnl`	Homomorphic Deconvolution for MUAP Estimation From Surface EMG Signals. IEEE J. Biomed. Health Informatics Giorgio Biagetti, Paolo Crippa, 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	J	`jnl`	Analysis of the EMG Signal During Cyclic Movements Using Multicomponent AM-FM Decomposition. IEEE J. Biomed. Health Informatics Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, 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
2015	—	`conf`	Speaker Identification with Short Sequences of Speech Frames. ICPRAM (2) Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
2014	—	`conf`	A Multi-class ECG Beat Classifier Based on the Truncated KLT Representation. EMS Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
2014	—	`conf`	An Analog Front-End for Combined EMG/ECG Wireless Sensors. mBiDA Giorgio Biagetti, Paolo Crippa, Simone Orcioni, 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
2014	—	`conf`	Surface EMG Fatigue Analysis by Means of Homomorphic Deconvolution. mBiDA Giorgio Biagetti, Paolo Crippa, Simone Orcioni, Claudio Turchetti
2014	J	`jnl`	SystemC-WMS: wave mixed signal simulator for non-linear heterogeneous systems. Int. J. Embed. Syst. Giorgio Biagetti, Marco Giammarini, Mauro Ballicchia, Massimo Conti, Simone Orcioni
2011	A	`conf`	Semi-Automatic Acoustic Model Generation from Large Unsynchronized Audio and Text Chunks. INTERSPEECH Michele Alessandrini, Giorgio Biagetti, Alessandro Curzi, Claudio Turchetti
2010	J	`jnl`	Piecewise linear second moment statistical simulation of ICs affected by non-linear statistical effects. Int. J. Circuit Theory Appl. Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
2010	C	`conf`	Unsupervised identification of nonstationary dynamical systems using a Gaussian mixture model based on EM clustering of SOMs. ISCAS Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Claudio Turchetti
2009	—	`conf`	2.4GHz Wireless Electromyograph System with Statistically Optimal Automatic Gain Control - Design and Performance Analysis. BIODEVICES Andrea Morici, Giorgio Biagetti, Claudio Turchetti
2009	J	`jnl`	Nonlinear System Identification: An Effective Framework Based on the Karhunen-LoÈve Transform. IEEE Trans. Signal Process. Claudio Turchetti, Giorgio Biagetti, Francesco Gianfelici, Paolo Crippa
2008	B	`conf`	A computational intelligence technique for the identification of non-linear non-stationary systems. IJCNN Claudio Turchetti, Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa
2008	C	`conf`	A novel approach to statistical simulation of ICS affected by non-linear variabilities. ISCAS Giorgio Biagetti, Paolo Crippa, Alessandro Curzi, Simone Orcioni, Claudio Turchetti
2008	J	`jnl`	Representation of Nonlinear Random Transformations by Non-Gaussian Stochastic Neural Networks. IEEE Trans. Neural Networks Claudio Turchetti, Paolo Crippa, Massimiliano Pirani, Giorgio Biagetti
2008	—	`conf`	Sensor Network-Based Nonlinear System Identification. KES (1) Giorgio Biagetti, Paolo Crippa, Francesco Gianfelici, Claudio Turchetti
2008	J	`jnl`	System Level Modelling of RF IC in SystemC-WMS. EURASIP J. Embed. Syst. Simone Orcioni, Mauro Ballicchia, Giorgio Biagetti, Rocco D. d'Aparo, Massimo Conti
2007	—	`conf`	Efficient Synthesis of Piano Tones with Damped Bessel Functions. DSP Giorgio Biagetti, Paolo Crippa, Claudio Turchetti, Andrea Morici
2007	J	`jnl`	Multicomponent AM-FM Representations: An Asymptotically Exact Approach. IEEE Trans. Speech Audio Process. Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
2006	A	`conf`	Modeling of speech signals based on Bessel-like orthogonal transform. INTERSPEECH Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
2005	—	`conf`	A Novel KLT Algorithm Optimized for Small Signal Sets. ICASSP (1) Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
2005	A	`conf`	Asymptotically exact AM-FM decomposition based on iterated hilbert transform. INTERSPEECH Francesco Gianfelici, Giorgio Biagetti, Paolo Crippa, Claudio Turchetti
2005	C	`conf`	SystemC-WMS: A Wave Mixed Signal Simulator. FDL Simone Orcioni, Giorgio Biagetti, Massimo Conti
2004	J	`jnl`	SiSMA-a tool for efficient analysis of analog CMOS integrated circuits affected by device mismatch. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Giorgio Biagetti, Simone Orcioni, Claudio Turchetti, Paolo Crippa, Michele Alessandrini
2003	C	`conf`	Analog Circuit Modeling in SystemC. FDL Massimo Conti, Marco Caldari, Simone Orcioni, Giorgio Biagetti
2002	A	`conf`	SiSMA: a statistical simulator for mismatch analysis of MOS ICs. ICCAD Giorgio Biagetti, Simone Orcioni, L. Signoracci, Claudio Turchetti, Paolo Crippa, Michele Alessandrini
1999	—	`conf`	A current mode multistable memory using asynchronous successive approximation A/D converters. ICECS Massimo Conti, Simone Orcioni, Claudio Turchetti, Giorgio Biagetti