A New Interactive Performance System for Real-time Sound Synthesis. - Giorgio Nottoli; Mario Salerno; Giovanni Costantini (ICMC, 1998)

Adaptive room acoustic response simulation: a virtual 3D application. - Giovanni Costantini; Daniele Casali; Aurelio Uncini (NNSP, 2003)

Recognition of musical instruments by generalized min-max classifiers. - Giovanni Costantini; Antonello Rizzi; Daniele Casali (NNSP, 2003)

Neural associative memory storing gray-coded gray-scale images. - Giovanni Costantini; Daniele Casali; Renzo Perfetti (IEEE Trans. Neural Networks, 2003)

Analogic CNN algorithm for estimating position and size of moving objects. - Giovanni Costantini; Daniele Casali; Renzo Perfetti (Int. J. Circuit Theory Appl., 2004)

A cellular neural network based character recognition system. - Daniele Casali; Giovanni Costantini; Massimo Carota (ECCTD, 2005)

A customizable tool for cellular nonlinear network simulation. - Mario Salerno; Daniele Casali; Giovanni Costantini; Massimo Carota (ECCTD, 2005)

Towards the Investigation of Kinematic Parameters from an Integrated Measurement Unit for the Classification of the Rising From the Chair. - Daniele Giansanti; Giovanni Maccioni; Velio Macellari; Giovanni Costantini; Massimo Carota (EMBC, 2006)

Reading the footprints of strained islands. - Armando Rastelli; Mathieu Stoffel; G. Katsaros; J. Tersoff; U. Denker; T. Merdzhanova; Gouri Sankar Kar; Giovanni Costantini; K. Kern; H. von Känel (Microelectron. J., 2006)

Associative Memory Design Using Support Vector Machines. - Daniele Casali; Giovanni Costantini; Renzo Perfetti; Elisa Ricci 001 (IEEE Trans. Neural Networks, 2006)

Associative memory design for 256 gray-level images using a multilayer neural network. - Giovanni Costantini; Daniele Casali; Renzo Perfetti (IEEE Trans. Neural Networks, 2006)

A CNN-based Algorithm for Moving Object Detection in Stereovision Applications. - Giovanni Costantini; Daniele Casali; Massimo Carota; Renzo Perfetti (ECCTD, 2007)

Discrimination Between Human Functional Ability/Disability by means of Different Classification Methodologies. - Giovanni Costantini; Massimo Carota; Giovanni Maccioni; Daniele Giansanti (ECCTD, 2007)

Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation. - Renzo Perfetti; Elisa Ricci 001; Daniele Casali; Giovanni Costantini (IEEE Trans. Circuits Syst. II Express Briefs, 2007)

Quasi-Lagrangian Neural Network for Convex Quadratic Optimization. - Giovanni Costantini; Renzo Perfetti; Massimiliano Todisco (IEEE Trans. Neural Networks, 2008)

On the use of memory for detecting musical notes in polyphonic piano music. - Giovanni Costantini; Massimiliano Todisco; Renzo Perfetti (ECCTD, 2009)

SVM Classification of EEG Signals for Brain Computer Interface. - Giovanni Costantini; Massimiliano Todisco; Daniele Casali; Massimo Carota; Giovanni Saggio; Luigi Bianchi; M. Abbafati; Lucia Rita Quitadamo (WIRN, 2009)

Transcription of polyphonic piano music by means of memory-based classification method. - Giovanni Costantini; Massimiliano Todisco; Renzo Perfetti (WIRN, 2009)

Event based transcription system for polyphonic piano music. - Giovanni Costantini; Renzo Perfetti; Massimiliano Todisco (Signal Process., 2009)

Comparison of Different Classifiers on a Reduced Set of Features for Mental Tasks-based Brain Computer Interface. - Giovanni Saggio; Pietro Cavallo; Giovanni Costantini; Gianluca Susi; Lucia Rita Quitadamo; Maria Grazia Marciani; Luigi Bianchi (BIOSIGNALS, 2010)

SVM Evaluation for Brain Computer Interface Systems. - Mario Salerno; Giovanni Costantini; Daniele Casali; Giancarlo Orengo; Pietro Cavallo; Giovanni Saggio; Luigi Bianchi; Lucia Rita Quitadamo; Maria Grazia Marciani (BIOSIGNALS, 2010)

Complexity Reduction in Control of Human Hand Prosthesis for a Limited Set of Gestures. - Giovanni Saggio; Pietro Cavallo; Daniele Casali; Giovanni Costantini (HEALTHINF, 2011)

Intelligibility assessment in forensic applications. - Giovanni Costantini; Andrea Paoloni; Massimiliano Todisco (LREC, 2012)

Single-sided objective speech intelligibility assessment based on Sparse signal representation. - Giovanni Costantini; Massimiliano Todisco; Renzo Perfetti; Andrea Paoloni; Giovanni Saggio (MLSP, 2012)

Sensor Reduction on EMG-based Hand Gesture Classification. - Giovanni Costantini; Giovanni Saggio; Lucia Rita Quitadamo; Daniele Casali; Alberto Leggieri; Emanuele Gruppioni (IJCCI (NCTA), 2014)

Towards an Objective Tool for Evaluating the Surgical Skill. - Giovanni Costantini; Giovanni Saggio; Laura Sbernini; Nicola Di Lorenzo; Daniele Casali (IJCCI (Selected Papers), 2014)

Surgical Skill Evaluation by Means of a Sensory Glove and a Neural Network. - Giovanni Costantini; Giovanni Saggio; Laura Sbernini; Nicola Di Lorenzo; Franco Di Paolo; Daniele Casali (IJCCI (NCTA), 2014)

EMOVO Corpus: an Italian Emotional Speech Database. - Giovanni Costantini; Iacopo Iaderola; Andrea Paoloni; Massimiliano Todisco (LREC, 2014)

Recurrent neural network for approximate nonnegative matrix factorization. - Giovanni Costantini; Renzo Perfetti; Massimiliano Todisco (Neurocomputing, 2014)

Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. - Arianna Mencattini; Eugenio Martinelli; Giovanni Costantini; Massimiliano Todisco; Barbara Basile; Marco Bozzali; Corrado Di Natale (Knowl. Based Syst., 2014)

Sources Separation of Mono Signal based on Convolutive NMF. - Giovanni Costantini; Massimiliano Todisco; Giovanni Saggio (IJCCI (NCTA), 2015)

A Sensor Which Can Be Varied in Humidity Sensitivity - A First Experience Paving the Way to New Chemical Sensors? - Giovanni Saggio; Arnaldo D'Amico; Vito Errico; Giovanni Costantini; Giorgio Pennazza; Alessandro Zompanti; Marco Santonico (BIOSIGNALS, 2018)

Categorical vs Dimensional Perception of Italian Emotional Speech. - Emilia Parada-Cabaleiro; Giovanni Costantini; Anton Batliner; Alice Baird; Björn W. Schuller (INTERSPEECH, 2018)

Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions. - Emilia Parada-Cabaleiro; Maximilian Schmitt; Anton Batliner; Simone Hantke; Giovanni Costantini; Klaus R. Scherer; Björn W. Schuller (ISMIR, 2018)

Statistical Complexity of Boolean Cellular Automata with Short-Term Reaction-Diffusion Memory on a Square Lattice. - Zakarya Zarezadeh; Giovanni Costantini (Complex Syst., 2019)

Multilabel Automated Recognition of Emotions Induced Through Music. - Fabio Paolizzo; Natalia Pichierri; Daniele Casali; Daniele Giardino; Marco Matta; Giovanni Costantini (CoRR, 2019)

Body-worn triaxial accelerometer coherence and reliability related to static posturography in unilateral vestibular failure. - Marco Alessandrini; Alessandro Micarelli; Andrea Viziano; I. Pavone; Giovanni Costantini; Daniele Casali; Fabio Paolizzo; Giovanni Saggio (CoRR, 2019)

Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System. - Giovanni Costantini; Daniele Casali; Fabio Paolizzo; Marco Alessandrini; Alessandro Micarelli; Andrea Viziano; Giovanni Saggio (CoRR, 2019)

Particle diffusion Monte Carlo (PDMC). - Zakarya Zarezadeh; Giovanni Costantini (Monte Carlo Methods Appl., 2019)

DEMoS: an Italian emotional speech corpus. - Emilia Parada-Cabaleiro; Giovanni Costantini; Anton Batliner; Maximilian Schmitt; Björn W. Schuller (Lang. Resour. Evaluation, 2020)

Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender. - Francesco Asci; Giovanni Costantini; Pietro Di Leo; Alessandro Zampogna; Giovanni Ruoppolo; Alfredo Berardelli; Giovanni Saggio; Antonio Suppa (Sensors, 2020)

Machine Learning based Voice Analysis in Spasmodic Dysphonia: An Investigation of Most Relevant Features from Specific Vocal Tasks. - Giovanni Costantini; Pietro Di Leo; Francesco Asci; Zakarya Zarezadeh; Luca Marsili; Vito Errico; Antonio Suppa; Giovanni Saggio (BIOSIGNALS, 2021)

Automatic Emotion Recognition from DEMoS Corpus by Machine Learning Analysis of Selected Vocal Features. - Giovanni Costantini; Emilia Parada-Cabaleiro; Daniele Casali (BIOSIGNALS, 2021)

A Machine Learning-Based Voice Analysis for the Detection of Dysphagia Biomarkers. - Valerio Cesarini; Niccolò Casiddu; Claudia Porfirione; Giulia Massazza; Giovanni Saggio; Giovanni Costantini (MetroInd4.0&IoT, 2021)

NMF Based System for Speaker Identification. - Giovanni Costantini; Valerio Cesarini; Fabio Paolizzo (MetroInd4.0&IoT, 2021)

A New Multilabel System for Automatic Music Emotion Recognition. - Fabio Paolizzo; Natalia Pichierri; Daniele Giardino; Marco Matta; Daniele Casali; Giovanni Costantini (MetroInd4.0&IoT, 2021)

An Interferometric Method for Particle Mass Measurements. - Eleonora Pasino; Simone Cialdi; Giovanni Costantini; Rafael Ferragut; Marco Giammarchi; Stefano Migliorati; Massimiliano Romé; Timothy Savas; Valerio Toso (Symmetry, 2021)

Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal Nodules. - Valerio Cesarini; Carlo Robotti; Ylenia Piromalli; Francesco Mozzanica; Antonio Schindler; Giovanni Saggio; Giovanni Costantini (BIOSIGNALS, 2022)

A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion Recognition. - Giovanni Costantini; Valerio Cesarini; Daniele Casali (BIOSIGNALS, 2022)

Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach. - Federica Amato; Maria Fasani; Glauco Raffaelli; Valerio Cesarini; Gabriella Olmo; Nicola Di Lorenzo; Giovanni Costantini; Giovanni Saggio (MeMeA, 2022)

Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures. - 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; et al. (Knowl. Based Syst., 2022)

The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning. - Giovanni Costantini; Emilia Parada-Cabaleiro; Daniele Casali; Valerio Cesarini (Sensors, 2022)

Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space. - Federica Amato; Valerio Cesarini; Luca Pietrosanti; Giovanni Costantini; Gabriella Olmo; Giovanni Saggio (MetroInd4.0&IoT, 2023)

Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques. - Valerio Cesarini; Giovanni Costantini; Federica Amato; Vito Errico; Luca Pietrosanti; Alexandre Calado; Roberto Massa; Erica Frezza; Fernanda Irrera; Alessandro Manoni; Giovanni Saggio (MetroInd4.0&IoT, 2023)

Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison. - Giovanni Costantini; Valerio Cesarini; Pietro Di Leo; Federica Amato; Antonio Suppa; Francesco Asci; Antonio Pisani; Alessandra Calculli; Giovanni Saggio (Sensors, 2023)

Optical Channeling of Low Energy Antiprotons in Thin Crystal Targets. - Andrea Bianconi; Giovanni Costantini; Giulia Gosta; Marco Leali; Valerio Mascagna; Stefano Migliorati; Luca Venturelli (Symmetry, 2023)

High-Level CNN and Machine Learning Methods for Speaker Recognition. - Giovanni Costantini; Valerio Cesarini; Emanuele Brenna (Sensors, 2023)

Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey. - Federica Amato; Giovanni Saggio; Valerio Cesarini; Gabriella Olmo; Giovanni Costantini (Expert Syst. Appl., 2023)

Features of 3-D Phase Space Attractors as Descriptors of Chaotic Laws in Voice Signals for the AI-based Detection of Dysphonia. - Valerio Cesarini; Mattia Magliocchetti; Diego Calicchia; Federica Amato; Antonio Suppa; Francesco Asci; Luca Marsili; Giovanni Saggio; Giovanni Costantini (MetroInd4.0 & IoT, 2024)

Multi-class Machine Learning Detection of Edema, Vocal Paralysis and Vocal Nodules through Voice. - Valerio Cesarini; Carlo Robotti; Giovanni Costantini (MetroInd4.0 & IoT, 2024)

Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection. - Federica Amato; Valerio Cesarini; Gabriella Olmo; Giovanni Saggio; Giovanni Costantini (Expert Syst. Appl., 2025)