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2020 – today
- 2024
[j13]Francesco Romano
, Damiano Formenti, Daniela Cardone, Emanuele Francesco Russo, Paolo Castiglioni, Giampiero Merati, Arcangelo Merla, David Perpetuini:
Data-Driven Identification of Stroke through Machine Learning Applied to Complexity Metrics in Multimodal Electromyography and Kinematics. Entropy 26(7): 578 (2024)- [j12]Michele Giuseppe Di Cesare, David Perpetuini, Daniela Cardone, Arcangelo Merla:
Machine Learning-Assisted Speech Analysis for Early Detection of Parkinson's Disease: A Study on Speaker Diarization and Classification Techniques. Sensors 24(5): 1499 (2024) - 2023
- [j11]David Perpetuini, Damiano Formenti, Daniela Cardone, Athos Trecroci, Alessio Rossi, Andrea Di Credico, Giampiero Merati, Giampietro Alberti, Angela Di Baldassarre, Arcangelo Merla:
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue? Sensors 23(2): 832 (2023) - 2022
- [j10]Chiara Filippini, Adolfo Di Crosta, Rocco Palumbo, David Perpetuini, Daniela Cardone, Irene Ceccato, Alberto Di Domenico, Arcangelo Merla:
Automated Affective Computing Based on Bio-Signals Analysis and Deep Learning Approach. Sensors 22(5): 1789 (2022) - [j9]Daniela Cardone, David Perpetuini, Chiara Filippini, Lorenza Mancini, Sergio Nocco, Michele Tritto, Sergio Rinella, Alberto Giacobbe, Giorgio Fallica, Fabrizio Ricci, Sabina Gallina, Arcangelo Merla:
Classification of Drivers' Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals. Sensors 22(19): 7300 (2022) - 2021
- [j8]Chiara Filippini, Edoardo Spadolini, Daniela Cardone, Domenico Bianchi, Maurizio Preziuso, Christian Sciarretta, Valentina del Cimmuto, Davide Lisciani, Arcangelo Merla:
Facilitating the Child-Robot Interaction by Endowing the Robot with the Capability of Understanding the Child Engagement: The Case of Mio Amico Robot. Int. J. Soc. Robotics 13(4): 677-689 (2021) - [j7]David Perpetuini, Daniela Cardone, Chiara Filippini, Antonio Maria Chiarelli, Arcangelo Merla:
A Motion Artifact Correction Procedure for fNIRS Signals Based on Wavelet Transform and Infrared Thermography Video Tracking. Sensors 21(15): 5117 (2021) - [j6]Chiara Filippini, David Perpetuini, Daniela Cardone, Arcangelo Merla:
Improving Human-Robot Interaction by Enhancing NAO Robot Awareness of Human Facial Expression. Sensors 21(19): 6438 (2021) - 2020
- [j5]David Perpetuini, Antonio Maria Chiarelli, Chiara Filippini, Daniela Cardone, Pierpaolo Croce, Ludovica Rotunno, Nelson Anzoletti, Michele Zito, Filippo Zappasodi, Arcangelo Merla:
Working Memory Decline in Alzheimer's Disease Is Detected by Complexity Analysis of Multimodal EEG-fNIRS. Entropy 22(12): 1380 (2020) - [c2]Chiara Filippini, David Perpetuini, Daniela Cardone, Antonio Maria Chiarelli, Arcangelo Merla:
Thermal Infrared Imaging and Artificial Intelligence Techniques Can Support Mild Alzheimer Disease Diagnosis (short paper). AIxAS@AI*IA 2020: 31-39
2010 – 2019
- 2019
- [j4]David Perpetuini, Antonio Maria Chiarelli, Daniela Cardone, Chiara Filippini, Roberta Bucco, Michele Zito, Arcangelo Merla:
Complexity of Frontal Cortex fNIRS Can Support Alzheimer Disease Diagnosis in Memory and Visuo-Spatial Tests. Entropy 21(1): 26 (2019) - [j3]David Perpetuini, Daniela Cardone, Chiara Filippini, Antonio Maria Chiarelli, Arcangelo Merla:
Modelling Impulse Response Function of Functional Infrared Imaging for General Linear Model Analysis of Autonomic Activity. Sensors 19(4): 849 (2019) - 2017
- [j2]Daniela Cardone, Arcangelo Merla:
New Frontiers for Applications of Thermal Infrared Imaging Devices: Computational Psychopshysiology in the Neurosciences. Sensors 17(5): 1042 (2017) - 2015
- [j1]Daniela Cardone, Paola Pinti, Arcangelo Merla:
Thermal Infrared Imaging-Based Computational Psychophysiology for Psychometrics. Comput. Math. Methods Medicine 2015: 984353:1-984353:8 (2015) - 2014
- [c1]Daniela Cardone, Arcangelo Merla:
The thermal dimension of psychophysiological and emotional responses revealed by thermal infrared imaging. ICIP 2014: 1942-1946
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