Giovanni Saggio

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 51

Top Topics

Data Preprocessing

Gesture Recognition

Top Venues

Publications

Valerio Cesarini, Mattia Magliocchetti, Diego Calicchia, Federica Amato, Antonio Suppa, Francesco Asci, Luca Marsili, Giovanni Saggio, Giovanni Costantini
Features of 3-D Phase Space Attractors as Descriptors of Chaotic Laws in Voice Signals for the AI-based Detection of Dysphonia. MetroInd4.0 & IoT (2024)
Alexandre Calado, Paolo Roselli, Emanuele Gruppioni, Andrea Marinelli, Alberto Dellacasa Bellingegni, Nicoló Boccardo, Giovanni Saggio
A geometric algebra-based approach for myoelectric pattern recognition control and faster prosthesis recalibration. Expert Syst. Appl. 254 (2024)
Alessio Cellupica, Marco Cirelli, Giovanni Saggio, Emanuele Gruppioni, Pier Paolo Valentini
An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis. Algorithms 17 (1) (2024)
Giovanni Saggio
The Human Digi-real Duality. SN Comput. Sci. 5 (3) (2024)
Federica Amato, Valerio Cesarini, Luca Pietrosanti, Giovanni Costantini, Gabriella Olmo, Giovanni Saggio
Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space. MetroInd4.0&IoT (2023)
Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio
Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison. Sensors 23 (4) (2023)
Giovanni Saggio
Towards the Virtual Human Simulator. BIOSTEC (2023)
Giovanni Saggio, Alexandre Calado, Vito Errico, Bor-Shing Lin, I-Jung Lee
Dynamic Measurement Assessments of Sensory Gloves Based on Resistive Flex Sensors and Inertial Measurement Units. IEEE Trans. Instrum. Meas. 72 (2023)
Federica Amato, Giovanni Saggio, Valerio Cesarini, Gabriella Olmo, Giovanni Costantini
Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey. Expert Syst. Appl. 219 (2023)
Valerio Cesarini, Giovanni Costantini, Federica Amato, Vito Errico, Luca Pietrosanti, Alexandre Calado, Roberto Massa, Erica Frezza, Fernanda Irrera, Alessandro Manoni, Giovanni Saggio
Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques. MetroInd4.0&IoT (2023)
Federica Amato, Maria Fasani, Glauco Raffaelli, Valerio Cesarini, Gabriella Olmo, Nicola Di Lorenzo, Giovanni Costantini, Giovanni Saggio
Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach. MeMeA (2022)
Giovanni Costantini, Valerio Cesarini, Carlo Robotti, Marco Benazzo, Filomena Pietrantonio, Stefano Di Girolamo, Antonio Pisani, Pietro Canzi, Simone Mauramati, Giulia Bertino, Irene Cassaniti, Fausto Baldanti, Giovanni Saggio
Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures. Knowl. Based Syst. 253 (2022)
Valerio Cesarini, Carlo Robotti, Ylenia Piromalli, Francesco Mozzanica, Antonio Schindler, Giovanni Saggio, Giovanni Costantini
Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal Nodules. BIOSIGNALS (2022)
Alexandre Calado, Paolo Roselli, Vito Errico, Nathan Magrofuoco, Jean Vanderdonckt, Giovanni Saggio
A Geometric Model-Based Approach to Hand Gesture Recognition. IEEE Trans. Syst. Man Cybern. Syst. 52 (10) (2022)
Mariachiara Ricci, Giulia Di Lazzaro, Vito Errico, Antonio Pisani, Franco Giannini, Giovanni Saggio
The Impact of Wearable Electronics in Assessing the Effectiveness of Levodopa Treatment in Parkinson's Disease. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Vito Errico, Clara Chiappara, Giuseppe Arrabito, Vincenzo Campisciano, Michelangelo Scopelliti, Michelangelo Gruttadauria, Francesco Giacalone, Bruno Pignataro, Giovanni Saggio
Low Angle Bending Detection Semi-transparent Piezoresistive Sensor. AISEM (2021)
Alfiero Leoni, Davide Colaiuda, Leonardo Pantoli, Vito Errico, Angela Scioscia Santoro, Giovanni Saggio
Sensor and Actuator Electronic System for Active Hand Pose Sensing. AISEM (2021)
Valerio Cesarini, Niccolò Casiddu, Claudia Porfirione, Giulia Massazza, Giovanni Saggio, Giovanni Costantini
A Machine Learning-Based Voice Analysis for the Detection of Dysphagia Biomarkers. MetroInd4.0&IoT (2021)
Giovanni Saggio, Angela Scioscia Santoro, Vito Errico, Maurizio Caon, Alfiero Leoni, Giuseppe Ferri, Vincenzo Stornelli
A Novel Actuating-Sensing Bone Conduction-Based System for Active Hand Pose Sensing and Material Densities Evaluation Through Hand Touch. IEEE Trans. Instrum. Meas. 70 (2021)
Alexandre Calado, Vito Errico, Nicolo Boccardo, Michele Canepa, Emanuele Gruppioni, Giovanni Saggio
Implementing a Bluetooth EMG System Comprising a Subcutaneous Sensor and the Associated Transceiver. AISEM (2021)
Alexandre Calado, Vito Errico, Giovanni Saggio
Toward the Minimum Number of Wearables to Recognize Signer-Independent Italian Sign Language With Machine-Learning Algorithms. IEEE Trans. Instrum. Meas. 70 (2021)
Giovanni Costantini, Pietro Di Leo, Francesco Asci, Zakarya Zarezadeh, Luca Marsili, Vito Errico, Antonio Suppa, Giovanni Saggio
Machine Learning based Voice Analysis in Spasmodic Dysphonia: An Investigation of Most Relevant Features from Specific Vocal Tasks. BIOSIGNALS (2021)
Alfiero Leoni, Leonardo Pantoli, Davide Colaiuda, Iolanda Ulisse, Vito Errico, Giovanni Saggio
Energy Harvesting Techniques for Sensory Glove Systems. AISEM (2021)
Carolina Miozzi, Vito Errico, Giovanni Saggio, Gaetano Marrocco
A Fully Integrated On-Skin RFID EMG Sensor. AISEM (2021)
Alexandre Calado, Gabriele Macciantelli, Vito Errico, Emanuele Gruppioni, Giovanni Saggio
Evaluation of Dedicated Bluetooth Low Energy Wireless Data Transfer for an Implantable EMG Sensor. SSIP (2020)
Giovanni Saggio, Pietro Cavallo, Mariachiara Ricci, Vito Errico, Jonathan A. Zea, Marco E. Benalcázar
Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms. Sensors 20 (14) (2020)
Giovanni Saggio
Are Sensors and Data Processing Paving the Way to Completely Non-invasive and Not-painful Medical Tests for Widespread Screening and Diagnosis Purposes? BIODEVICES (2020)
Carolina Miozzi, Vito Errico, Gaetano Marrocco, Emanuele Gruppioni, Giovanni Saggio
RFID interface for compact pliable EMG wireless epidermal sensor. MetroInd4.0&IoT (2020)
Francesco Asci, Giovanni Costantini, Pietro Di Leo, Alessandro Zampogna, Giovanni Ruoppolo, Alfredo Berardelli, Giovanni Saggio, Antonio Suppa
Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender. Sensors 20 (18) (2020)
Mariachiara Ricci, Giulia Di Lazzaro, Antonio Pisani, Nicola B. Mercuri, Franco Giannini, Giovanni Saggio
Assessment of Motor Impairments in Early Untreated Parkinson's Disease Patients: The Wearable Electronics Impact. IEEE J. Biomed. Health Informatics 24 (1) (2020)
Antonio Pallotti, Mariachiara Ricci, Giancarlo Orengo, Giovanni Saggio
Low Cost and Fast Development of 3D Printed Gloves for 10 Degrees of Freedom Gesture Recognition. BIODEVICES (2019)
Carolina Miozzi, Vito Errico, Giovanni Saggio, Emanuele Gruppioni, Gaetano Marrocco
UHF RFID-Based EMG for Prosthetic Control: preliminary results. RFID-TA (2019)
Carolina Miozzi, Giovanni Saggio, Emanuele Gruppioni, Gaetano Marrocco
Performance Comparison of Patch and Loop Antennas for the Wireless Power Transfer and Transcutaneous Telemetry in the 860-960 MHz Frequency Band. BSN (2019)
Marco Alessandrini, Alessandro Micarelli, Andrea Viziano, I. Pavone, Giovanni Costantini, Daniele Casali, Fabio Paolizzo, Giovanni Saggio
Body-worn triaxial accelerometer coherence and reliability related to static posturography in unilateral vestibular failure. CoRR (2019)
Giovanni Costantini, Daniele Casali, Fabio Paolizzo, Marco Alessandrini, Alessandro Micarelli, Andrea Viziano, Giovanni Saggio
Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System. CoRR (2019)
Mariachiara Ricci, Giulia Di Lazzaro, Antonio Pisani, Simona Scalise, Mohammad Alwardat, Chiara Salimei, Franco Giannini, Giovanni Saggio
Wearable Electronics Assess the Effectiveness of Transcranial Direct Current Stimulation on Balance and Gait in Parkinson's Disease Patients. Sensors 19 (24) (2019)
Mariachiara Ricci, Franco Giannini, Giovanni Saggio, Carla Cenci, Giulia Di Lazzaro, Antonio Pisani
A novel analytical approach to assess dyskinesia in patients with Parkinson disease. MeMeA (2018)
Vito Errico, Mariachiara Ricci, Antonio Pallotti, Franco Giannini, Giovanni Saggio
Ambient assisted living for tetraplegic people by means of an electronic system based on a novel sensory headwear : Increased possibilities for reduced abilities. MeMeA (2018)
Laura Sbernini, Lucia Rita Quitadamo, Francesco Riillo, Nicola Di Lorenzo, Achille L. Gaspari, Giovanni Saggio
Sensory-Glove-Based Open Surgery Skill Evaluation. IEEE Trans. Hum. Mach. Syst. 48 (2) (2018)
Giovanni Saggio, Arnaldo D'Amico, Vito Errico, Giovanni Costantini, Giorgio Pennazza, Alessandro Zompanti, Marco Santonico
A Sensor Which Can Be Varied in Humidity Sensitivity - A First Experience Paving the Way to New Chemical Sensors? BIOSIGNALS (2018)
Manuel Gnucci, Marco Flemma, Marco Tiberti, Mariachiara Ricci, Antonio Pallotti, Giovanni Saggio
Assessment of Gait Harmony in Older and Young People. BIOSIGNALS (2018)
Alfiero Leoni, Vincenzo Stornelli, Giuseppe Ferri, Vito Errico, Mariachiara Ricci, Antonio Pallotti, Giovanni Saggio
A human body powered sensory glove system based on multisource energy harvester. PRIME (2018)
Giovanni Saggio, Giancarlo Orengo, Antonio Pallotti, Vito Errico, Mariachiara Ricci
Sensory Systems for Human Body Gesture Recognition and Motion Capture. ISNCC (2018)
Giovanni Saggio, Giancarlo Orengo, Antonio Pallotti, Vito Errico, Mariachiara Ricci
Evaluation of an integrated sensory glove at decreasing joint flexion degree. MeMeA (2018)
Giovanni Saggio, Alessandra Bianco, Giancarlo Orengo, Giuseppe Tancredi, Costantino Del Gaudio, Jacob Zeitani
An Electronic-Engineered Sensory Sternal Retractor Aimed at Post-sternotomy Pain Reduction. BIOSTEC (Selected Papers) (2017)
Giovanni Saggio, Giuseppe Tancredi, Laura Sbernini, Costantino Del Gaudio, Alessandra Bianco, Jacob Zeitani
In-vitro Force Assessments of an Autoclavable Instrumented Sternal Retractor. BIODEVICES (2017)
Giovanni Saggio, Laura Sbernini, Anna De Leo, Mostafa Awaid, Nicola Di Lorenzo, Achille L. Gaspari
Assessment of Hand Rehabilitation after Hand Surgery by Means of a Sensory Glove. BIODEVICES (2016)
Francesco Cavrini, Luigi Bianchi, Lucia Rita Quitadamo, Giovanni Saggio
A Fuzzy Integral Ensemble Method in Visual P300 Brain-Computer Interface. Comput. Intell. Neurosci. 2016 (2016)
Vito Errico, R. Molinaro, C. Gargioli, F. Ferranti, M. Dinescu, S. Cannata, Giovanni Saggio, S. Rufini, Alessandro Desideri
Cells Microenvironment Engineering - Multiphoton Absorption for Muscle Regeneration Optimization. BIODEVICES (2016)
Laura Sbernini, Antonio Pallotti, Giovanni Saggio
Evaluation of a Stretch Sensor for its inedited application in tracking hand finger movements. MeMeA (2016)
Giovanni Saggio, Giancarlo Orengo, Alberto Leggieri
Sensory Glove and Surface EMG with Suitable Conditioning Electronics for Extended Monitoring and Functional Hand Assessment. BIOSIGNALS (2016)
Giovanni Costantini, Massimiliano Todisco, Giovanni Saggio
Sources Separation of Mono Signal based on Convolutive NMF. IJCCI (NCTA) (2015)
Giovanni Saggio, Francesco Cavrini, Franco Di Paolo
Inedited SVM Application to Automatically Tracking and Recognizing Arm-and-Hand Visual Signals to Aircraft. IJCCI (NCTA) (2015)
Alberto Leggieri, Davide Passi, Franco Di Paolo, Giovanni Saggio
Computational Model of a Buncher Cavity for Millimetric Klystron. EMS (2015)
Giovanni Saggio, Francesco Cavrini, Carlo Alberto Pinto
Recognition of Arm-and-Hand Visual Signals by Means of SVM to Increase Aircraft Security. IJCCI (Selected Papers) (2015)
Roberto Mugavero, Giovanni Saggio, Valentina Sabato, Mariano Bizzarri
The multisensory integrated modules for training. ICCST (2014)
Giovanni Costantini, Giovanni Saggio, Lucia Rita Quitadamo, Daniele Casali, Alberto Leggieri, Emanuele Gruppioni
Sensor Reduction on EMG-based Hand Gesture Classification. IJCCI (NCTA) (2014)
Pietro Cavallo, Giovanni Saggio
Conversion of Sign Language to Spoken Sentences by Means of a Sensory Glove. J. Softw. 9 (8) (2014)
Francesco Riillo, Lucia Rita Quitadamo, Francesco Cavrini, Emanuele Gruppioni, Carlo Alberto Pinto, Nicola Cosimo Pastò, Laura Sbernini, Lorenzo Albero, Giovanni Saggio
Optimization of EMG-based hand gesture recognition: Supervised vs. unsupervised data preprocessing on healthy subjects and transradial amputees. Biomed. Signal Process. Control. 14 (2014)
Giovanni L. Santosuosso, Giovanni Saggio, Fabio Sora, Laura Sbernini, Nicola Di Lorenzo
Advanced algorithms for surgical gesture classification. ICASSP (2014)
Giovanni Costantini, Giovanni Saggio, Laura Sbernini, Nicola Di Lorenzo, Daniele Casali
Towards an Objective Tool for Evaluating the Surgical Skill. IJCCI (Selected Papers) (2014)
Giovanni Saggio, Luigi Bianchi, Silvia Castelli, Marilina B. Santucci, Maurizio Fraziano, Alessandro Desideri
Analysis of Pyrogenicity and Cytotoxicity Profiles of Flex Sensors to be Used to Sense Human Joint Postures. Sensors 14 (7) (2014)
Francesco Cavrini, Lucia Rita Quitadamo, Luigi Bianchi, Giovanni Saggio
Combination of Classifiers using the Fuzzy Integral for Uncertainty Identification and Subject Specific Optimization - Application to Brain-Computer Interface. IJCCI (FCTA) (2014)
Francesco Riillo, Lucia Rita Quitadamo, Francesco Cavrini, Giovanni Saggio, Carlo Alberto Pinto, Nicola Cosimo Pastò, Laura Sbernini, Emanuele Gruppioni
Evaluating the influence of subject-related variables on EMG-based hand gesture classification. MeMeA (2014)
Giovanni Costantini, Giovanni Saggio, Laura Sbernini, Nicola Di Lorenzo, Franco Di Paolo, Daniele Casali
Surgical Skill Evaluation by Means of a Sensory Glove and a Neural Network. IJCCI (NCTA) (2014)
Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti, Andrea Paoloni, Giovanni Saggio
Single-sided objective speech intelligibility assessment based on Sparse signal representation. MLSP (2012)
Giancarlo Orengo, Giovanni Saggio, Stefano Bocchetti, Franco Giannini
Evaluating Strain Sensor Performance for Motion Analysis. BIODEVICES (2011)
Giovanni Saggio, Stefano Bocchetti, Carlo Alberto Pinto, Giuseppe Latessa, Giancarlo Orengo
Non Uniform Geometry Bend Sensors Exploited for Biomedical Systems. BIOSIGNALS (2011)
Giovanni Saggio, Stefano Bocchetti, Carlo Alberto Pinto, Giancarlo Orengo
Electronic Interface and Signal Conditioning Circuitry for Data Glove Systems Useful as 3D HMI Tools for Disabled Persons. HEALTHINF (2011)
Giovanni Saggio
Electrical resistance profiling of bend sensors adopted to measure spatial arrangement of the human body. ISABEL (2011)
Giovanni Saggio, Pietro Cavallo, Daniele Casali, Giovanni Costantini
Complexity Reduction in Control of Human Hand Prosthesis for a Limited Set of Gestures. HEALTHINF (2011)
Giovanni Saggio, Pietro Cavallo, A. Fabrizio, S. O. Ibe
Gesture recognition through HITEG data glove to provide a new way of communication. ISABEL (2011)
Mario Salerno, Giovanni Costantini, Daniele Casali, Giancarlo Orengo, Pietro Cavallo, Giovanni Saggio, Luigi Bianchi, Lucia Rita Quitadamo, Maria Grazia Marciani
SVM Evaluation for Brain Computer Interface Systems. BIOSIGNALS (2010)
Giovanni Saggio, Pietro Cavallo, Giovanni Costantini, Gianluca Susi, Lucia Rita Quitadamo, Maria Grazia Marciani, Luigi Bianchi
Comparison of Different Classifiers on a Reduced Set of Features for Mental Tasks-based Brain Computer Interface. BIOSIGNALS (2010)
Francesco Draicchio, Alessio Silvetti, Federica Amici, Sergio Iavicoli, Alberto Ranavolo, Rossana Muscillo, Maurizio Schmid, Tommaso D'Alessio, Giorgio Sandrini, Michelangelo Bartolo, Giancarlo Orengo, Giovanni Saggio, Carmela Conte
Global Biomechanical Evaluation during Work and Daily-life Activities. BIODEVICES (2010)
Giancarlo Orengo, Giovanni Saggio, Stefano Bocchetti, Franco Giannini
Advanced characterization of piezoresistive sensors for human body movement tracking. ISCAS (2010)
Giovanni Saggio, Giuseppe Latessa, Fabio De Santis, Luigi Bianchi, Lucia Rita Quitadamo, Maria Grazia Marciani, Franco Giannini
Virtual reality implementation as a useful software tool for e-health applications. WOWMOM (2009)
Giovanni Costantini, Massimiliano Todisco, Daniele Casali, Massimo Carota, Giovanni Saggio, Luigi Bianchi, M. Abbafati, Lucia Rita Quitadamo
SVM Classification of EEG Signals for Brain Computer Interface. WIRN (2009)
Giovanni Saggio, Paolo Bisegna, Giuseppe Latessa, Stefano Bocchetti
Mechanical modeling of bend sensors exploited to measure human joint movements. WOWMOM (2009)
Giovanni Saggio, Pietro Cavallo, Alessio Ferretti, Francesco Garzoli, Lucia Rita Quitadamo, Maria Grazia Marciani, Franco Giannini, Luigi Bianchi
Comparison of two different classifiers for mental tasks-based Brain-Computer Interface: MLP Neural Networks vs. Fuzzy Logic. WOWMOM (2009)
M. De Dominicis, Franco Giannini, Ernesto Limiti, Giovanni Saggio
A novel impedance pattern for fast noise measurements. IEEE Trans. Instrum. Meas. 51 (3) (2002)