Cartesian genetic programming for diagnosis of Parkinson disease through handwriting analysis: Performance vs. interpretability issues
A Parziale, R Senatore, A Della Cioppa… - Artificial intelligence in …, 2021 - Elsevier
In the last decades, early disease identification through non-invasive and automatic
methodologies has gathered increasing interest from the scientific community. Among …
methodologies has gathered increasing interest from the scientific community. Among …
Urdu handwritten text recognition: a survey
Work on the problem of handwritten text recognition in Urdu script has been an active
research area. A significant progress is made in this interesting and challenging field in the …
research area. A significant progress is made in this interesting and challenging field in the …
Transcription of spanish historical handwritten documents with deep neural networks
The digitization of historical handwritten document images is important for the preservation
of cultural heritage. Moreover, the transcription of text images obtained from digitization is …
of cultural heritage. Moreover, the transcription of text images obtained from digitization is …
HDSR-Flor: a robust end-to-end system to solve the handwritten digit string recognition problem in real complex scenarios
AFDS Neto, BLD Bezerra, EB Lima, AH Toselli - IEEE Access, 2020 - ieeexplore.ieee.org
Automatic handwriting recognition systems are of interest for academic research fields and
for commercial applications. Recent advances in deep learning techniques have shown …
for commercial applications. Recent advances in deep learning techniques have shown …
Automatic diagnosis of neurodegenerative diseases: An evolutionary approach for facing the interpretability problem
R Senatore, A Della Cioppa, A Marcelli - Information, 2019 - mdpi.com
Background: The use of Artificial Intelligence (AI) systems for automatic diagnoses is
increasingly in the clinical field, being a useful support for the identification of several …
increasingly in the clinical field, being a useful support for the identification of several …
Writing order recovery in complex and long static handwriting
M Diaz, G Crispo, A Parziale, A Marcelli… - arXiv preprint arXiv …, 2024 - arxiv.org
The order in which the trajectory is executed is a powerful source of information for
recognizers. However, there is still no general approach for recovering the trajectory of …
recognizers. However, there is still no general approach for recovering the trajectory of …
GMM posterior features for improving online handwriting recognition
An online handwriting recognition (HR) system is usually developed considering point-
based features that describe different geometric attributes of handwriting. Often, due to the …
based features that describe different geometric attributes of handwriting. Often, due to the …
Automatic diagnosis of Parkinson disease through handwriting analysis: A cartesian genetic programming approach
R Senatore, A Della Cioppa… - 2019 IEEE 32nd …, 2019 - ieeexplore.ieee.org
Early disease identification through non-invasive and automatic techniques has gathered
increasing interest by the scientific community in the last decades. In this context, Parkinsons …
increasing interest by the scientific community in the last decades. In this context, Parkinsons …
Exploring speed–accuracy tradeoff in reaching movements: a neurocomputational model
A Parziale, R Senatore, A Marcelli - Neural Computing and Applications, 2020 - Springer
The tradeoff between speed and accuracy of human movements has been exploited from
many different perspectives, such as experimental psychology, workspace design, human …
many different perspectives, such as experimental psychology, workspace design, human …
Process of handwriting recognition and related apparatus
Process, and related apparatus, that exploits psycho-physiological aspects involved in
generation and perception of handwriting for directly inferring from the trace on the paper (or …
generation and perception of handwriting for directly inferring from the trace on the paper (or …