Giovanni Costantini
Orcid: 0000-0001-8675-5532
According to our database1,
Giovanni Costantini
authored at least 58 papers
between 1998 and 2023.
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Bibliography
2023
Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey.
Expert Syst. Appl., June, 2023
Sensors, April, 2023
Symmetry, February, 2023
Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison.
Sensors, February, 2023
Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques.
Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023
Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space.
Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023
2022
The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning.
Sensors, 2022
Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures.
Knowl. Based Syst., 2022
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022
A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion Recognition.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal Nodules.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
2021
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
Automatic Emotion Recognition from DEMoS Corpus by Machine Learning Analysis of Selected Vocal Features.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Machine Learning based Voice Analysis in Spasmodic Dysphonia: An Investigation of Most Relevant Features from Specific Vocal Tasks.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
2020
Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender.
Sensors, 2020
2019
Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System.
CoRR, 2019
Body-worn triaxial accelerometer coherence and reliability related to static posturography in unilateral vestibular failure.
CoRR, 2019
Statistical Complexity of Boolean Cellular Automata with Short-Term Reaction-Diffusion Memory on a Square Lattice.
Complex Syst., 2019
2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the Interspeech 2018, 2018
A Sensor Which Can Be Varied in Humidity Sensitivity - A First Experience Paving the Way to New Chemical Sensors?
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
2015
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
2014
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure.
Knowl. Based Syst., 2014
Neurocomputing, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014
Proceedings of the Computational Intelligence - International Joint Conference, 2014
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014
2012
Single-sided objective speech intelligibility assessment based on Sparse signal representation.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
2011
Complexity Reduction in Control of Human Hand Prosthesis for a Limited Set of Gestures.
Proceedings of the HEALTHINF 2011, 2011
2010
SVM Evaluation for Brain Computer Interface Systems.
Proceedings of the BIOSIGNALS 2010, 2010
Comparison of Different Classifiers on a Reduced Set of Features for Mental Tasks-based Brain Computer Interface.
Proceedings of the BIOSIGNALS 2010, 2010
2009
Transcription of polyphonic piano music by means of memory-based classification method.
Proceedings of the Neural Nets WIRN09, 2009
Proceedings of the Neural Nets WIRN09, 2009
Proceedings of the 19th European Conference on Circuit Theory and Design, 2009
2008
IEEE Trans. Neural Networks, 2008
2007
Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation.
IEEE Trans. Circuits Syst. II Express Briefs, 2007
Discrimination Between Human Functional Ability/Disability by means of Different Classification Methodologies.
Proceedings of the 18th European Conference on Circuit Theory and Design, 2007
Proceedings of the 18th European Conference on Circuit Theory and Design, 2007
2006
Associative memory design for 256 gray-level images using a multilayer neural network.
IEEE Trans. Neural Networks, 2006
IEEE Trans. Neural Networks, 2006
Towards the Investigation of Kinematic Parameters from an Integrated Measurement Unit for the Classification of the Rising From the Chair.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005
Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005
2004
Int. J. Circuit Theory Appl., 2004
2003
IEEE Trans. Neural Networks, 2003
Proceedings of the NNSP 2003, 2003
Proceedings of the NNSP 2003, 2003
1998
Proceedings of the 1998 International Computer Music Conference, 1998