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ORCIDGiovanni Costantini
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[c36]Valerio Cesarini, Carlo Robotti, Giovanni Costantini:
Multi-class Machine Learning Detection of Edema, Vocal Paralysis and Vocal Nodules through Voice. MetroInd4.0 & IoT 2024: 430-434- [c35]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: 435-439 - 2023
- [j21]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: 119651 (2023) - [j20]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): 2293 (2023) - [j19]Giovanni Costantini, Valerio Cesarini, Emanuele Brenna:
High-Level CNN and Machine Learning Methods for Speaker Recognition. Sensors 23(7): 3461 (2023) - [j18]Andrea Bianconi, Giovanni Costantini, Giulia Gosta, Marco Leali, Valerio Mascagna, Stefano Migliorati, Luca Venturelli:
Optical Channeling of Low Energy Antiprotons in Thin Crystal Targets. Symmetry 15(3): 724 (2023) - [c34]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: 194-199 - [c33]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: 270-274 - 2022
- [j17]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: 109539 (2022) - [j16]Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali, Valerio Cesarini:
The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning. Sensors 22(7): 2461 (2022) - [c32]Giovanni Costantini, Valerio Cesarini, Daniele Casali:
A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion Recognition. BIOSIGNALS 2022: 257-264 - [c31]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: 265-272 - [c30]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: 1-6 - 2021
- [j15]Eleonora Pasino, Simone Cialdi, Giovanni Costantini, Rafael Ferragut, Marco Giammarchi, Stefano Migliorati, Massimiliano Romé, Timothy Savas, Valerio Toso:
An Interferometric Method for Particle Mass Measurements. Symmetry 13(7): 1232 (2021) - [c29]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: 103-113 - [c28]Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali:
Automatic Emotion Recognition from DEMoS Corpus by Machine Learning Analysis of Selected Vocal Features. BIOSIGNALS 2021: 357-364 - [c27]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: 407-411 - [c26]Giovanni Costantini, Valerio Cesarini, Fabio Paolizzo:
NMF Based System for Speaker Identification. MetroInd4.0&IoT 2021: 620-624 - [c25]Fabio Paolizzo, Natalia Pichierri, Daniele Giardino, Marco Matta, Daniele Casali, Giovanni Costantini:
A New Multilabel System for Automatic Music Emotion Recognition. MetroInd4.0&IoT 2021: 625-629 - 2020
- [j14]Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Maximilian Schmitt, Björn W. Schuller:
DEMoS: an Italian emotional speech corpus. Lang. Resour. Evaluation 54(2): 341-383 (2020) - [j13]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): 5022 (2020)
2010 – 2019
- 2019
- [j12]Zakarya Zarezadeh, Giovanni Costantini:
Statistical Complexity of Boolean Cellular Automata with Short-Term Reaction-Diffusion Memory on a Square Lattice. Complex Syst. 28(3) (2019) - [j11]Zakarya Zarezadeh, Giovanni Costantini:
Particle diffusion Monte Carlo (PDMC). Monte Carlo Methods Appl. 25(2): 121-130 (2019) - [i3]Fabio Paolizzo, Natalia Pichierri, Daniele Casali, Daniele Giardino, Marco Matta, Giovanni Costantini:
Multilabel Automated Recognition of Emotions Induced Through Music. CoRR abs/1905.12629 (2019) - [i2]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 abs/1907.11166 (2019) - [i1]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 abs/1907.11542 (2019) - 2018
- [c24]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: 113-118 - [c23]Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Alice Baird, Björn W. Schuller:
Categorical vs Dimensional Perception of Italian Emotional Speech. INTERSPEECH 2018: 3638-3642 - [c22]Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Simone Hantke, Giovanni Costantini, Klaus R. Scherer, Björn W. Schuller:
Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions. ISMIR 2018: 376-382 - 2015
- [c21]Giovanni Costantini, Massimiliano Todisco, Giovanni Saggio:
Sources Separation of Mono Signal based on Convolutive NMF. IJCCI (NCTA) 2015: 79-82 - 2014
- [j10]Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco:
Recurrent neural network for approximate nonnegative matrix factorization. Neurocomputing 138: 238-247 (2014) - [j9]Arianna Mencattini, Eugenio Martinelli, Giovanni Costantini, Massimiliano Todisco, Barbara Basile, Marco Bozzali, Corrado Di Natale:
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. Knowl. Based Syst. 63: 68-81 (2014) - [c20]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: 105-110 - [c19]Giovanni Costantini, Giovanni Saggio, Lucia Rita Quitadamo, Daniele Casali, Alberto Leggieri, Emanuele Gruppioni:
Sensor Reduction on EMG-based Hand Gesture Classification. IJCCI (NCTA) 2014: 138-143 - [c18]Giovanni Costantini, Giovanni Saggio, Laura Sbernini, Nicola Di Lorenzo, Daniele Casali:
Towards an Objective Tool for Evaluating the Surgical Skill. IJCCI (Selected Papers) 2014: 325-335 - [c17]Giovanni Costantini, Iacopo Iaderola, Andrea Paoloni, Massimiliano Todisco:
EMOVO Corpus: an Italian Emotional Speech Database. LREC 2014: 3501-3504 - 2012
- [c16]Giovanni Costantini, Andrea Paoloni, Massimiliano Todisco:
Intelligibility assessment in forensic applications. LREC 2012: 4113-4116 - [c15]Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti, Andrea Paoloni, Giovanni Saggio:
Single-sided objective speech intelligibility assessment based on Sparse signal representation. MLSP 2012: 1-6 - 2011
- [c14]Giovanni Saggio, Pietro Cavallo, Daniele Casali, Giovanni Costantini:
Complexity Reduction in Control of Human Hand Prosthesis for a Limited Set of Gestures. HEALTHINF 2011: 242-247 - 2010
- [c13]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: 174-179 - [c12]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: 240-244
2000 – 2009
- 2009
- [j8]Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco:
Event based transcription system for polyphonic piano music. Signal Process. 89(9): 1798-1811 (2009) - [c11]Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti:
On the use of memory for detecting musical notes in polyphonic piano music. ECCTD 2009: 806-809 - [c10]Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti:
Transcription of polyphonic piano music by means of memory-based classification method. WIRN 2009: 91-100 - [c9]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: 229-233 - 2008
- [j7]Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco:
Quasi-Lagrangian Neural Network for Convex Quadratic Optimization. IEEE Trans. Neural Networks 19(10): 1804-1809 (2008) - 2007
- [j6]Renzo Perfetti, Elisa Ricci, Daniele Casali, Giovanni Costantini:
Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation. IEEE Trans. Circuits Syst. II Express Briefs 54-II(2): 141-145 (2007) - [c8]Giovanni Costantini, Massimo Carota, Giovanni Maccioni, Daniele Giansanti:
Discrimination Between Human Functional Ability/Disability by means of Different Classification Methodologies. ECCTD 2007: 424-427 - [c7]Giovanni Costantini, Daniele Casali, Massimo Carota, Renzo Perfetti:
A CNN-based Algorithm for Moving Object Detection in Stereovision Applications. ECCTD 2007: 500-503 - 2006
- [j5]Armando Rastelli, Mathieu Stoffel, G. Katsaros, J. Tersoff, U. Denker, T. Merdzhanova, Gouri Sankar Kar, Giovanni Costantini, K. Kern, H. von Känel:
Reading the footprints of strained islands. Microelectron. J. 37(12): 1471-1476 (2006) - [j4]Giovanni Costantini, Daniele Casali, Renzo Perfetti:
Associative memory design for 256 gray-level images using a multilayer neural network. IEEE Trans. Neural Networks 17(2): 519-522 (2006) - [j3]Daniele Casali, Giovanni Costantini, Renzo Perfetti, Elisa Ricci:
Associative Memory Design Using Support Vector Machines. IEEE Trans. Neural Networks 17(5): 1165-1174 (2006) - [c6]Daniele Giansanti, Giovanni Maccioni, Velio Macellari, Giovanni Costantini, Massimo Carota:
Towards the Investigation of Kinematic Parameters from an Integrated Measurement Unit for the Classification of the Rising From the Chair. EMBC 2006: 1742-1745 - 2005
- [c5]Mario Salerno, Daniele Casali, Giovanni Costantini, Massimo Carota:
A customizable tool for cellular nonlinear network simulation. ECCTD 2005: 83-86 - [c4]Daniele Casali, Giovanni Costantini, Massimo Carota:
A cellular neural network based character recognition system. ECCTD 2005: 165-168 - 2004
- [j2]Giovanni Costantini, Daniele Casali, Renzo Perfetti:
Analogic CNN algorithm for estimating position and size of moving objects. Int. J. Circuit Theory Appl. 32(6): 509-522 (2004) - 2003
- [j1]Giovanni Costantini, Daniele Casali, Renzo Perfetti:
Neural associative memory storing gray-coded gray-scale images. IEEE Trans. Neural Networks 14(3): 703-707 (2003) - [c3]Giovanni Costantini, Antonello Rizzi, Daniele Casali:
Recognition of musical instruments by generalized min-max classifiers. NNSP 2003: 555-564 - [c2]Giovanni Costantini, Daniele Casali, Aurelio Uncini:
Adaptive room acoustic response simulation: a virtual 3D application. NNSP 2003: 667-676
1990 – 1999
- 1998
- [c1]Giorgio Nottoli, Mario Salerno, Giovanni Costantini:
A New Interactive Performance System for Real-time Sound Synthesis. ICMC 1998
Coauthor Index
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