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Edoardo Ragusa
Edoardo Ragusa
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Bayesian network based extreme learning machine for subjectivity detection
I Chaturvedi, E Ragusa, P Gastaldo, R Zunino, E Cambria
Journal of The Franklin Institute 355 (4), 1780-1797, 2018
1662018
A digital implementation of extreme learning machines for resource-constrained devices
E Ragusa, C Gianoglio, P Gastaldo, R Zunino
IEEE Transactions on Circuits and Systems II: Express Briefs 65 (8), 1104-1108, 2018
292018
A survey on deep learning in image polarity detection: Balancing generalization performances and computational costs
E Ragusa, E Cambria, R Zunino, P Gastaldo
Electronics 8 (7), 783, 2019
272019
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling
C Meda, E Ragusa, C Gianoglio, R Zunino, A Ottaviano, E Scillia, ...
2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016
242016
A design strategy for the efficient implementation of random basis neural networks on resource-constrained devices
E Ragusa, C Gianoglio, R Zunino, P Gastaldo
Neural Processing Letters 51 (2), 1611-1629, 2020
222020
Design and deployment of an image polarity detector with visual attention
E Ragusa, T Apicella, C Gianoglio, R Zunino, P Gastaldo
Cognitive Computation, 1-13, 2022
182022
A novel learning strategy for the trade-off between accuracy and computational cost: a touch modalities classification case study
C Gianoglio, E Ragusa, P Gastaldo, M Valle
IEEE Sensors Journal 22 (1), 659-670, 2021
182021
Image polarity detection on resource-constrained devices
E Ragusa, C Gianoglio, R Zunino, P Gastaldo
IEEE Intelligent Systems 35 (6), 50-57, 2020
152020
Learning with similarity functions: a novel design for the extreme learning machine
P Gastaldo, F Bisio, C Gianoglio, E Ragusa, R Zunino
Neurocomputing 261, 37-49, 2017
152017
Balancing computational complexity and generalization ability: a novel design for ELM
E Ragusa, P Gastaldo, R Zunino, E Cambria
Neurocomputing 401, 405-417, 2020
142020
1-D convolutional neural networks for touch modalities classification
C Gianoglio, E Ragusa, R Zunino, M Valle
2021 28th IEEE international conference on electronics, circuits, and …, 2021
122021
Hardware-aware affordance detection for application in portable embedded systems
E Ragusa, C Gianoglio, S Dosen, P Gastaldo
IEEE Access 9, 123178-123193, 2021
122021
Random-based networks with dropout for embedded systems
E Ragusa, C Gianoglio, R Zunino, P Gastaldo
Neural Computing and Applications 33, 6511-6526, 2021
122021
Learning with similarity functions: a tensor-based framework
E Ragusa, P Gastaldo, R Zunino, E Cambria
Cognitive Computation 11, 31-49, 2019
112019
Online predictive maintenance monitoring adopting convolutional neural networks
C Gianoglio, E Ragusa, P Gastaldo, F Gallesi, F Guastavino
Energies 14 (15), 4711, 2021
102021
T-rexnet—a hardware-aware neural network for real-time detection of small moving objects
A Canepa, E Ragusa, R Zunino, P Gastaldo
Sensors 21 (4), 1252, 2021
102021
Cognitive insights into sentic spaces using principal paths
E Ragusa, P Gastaldo, R Zunino, MJ Ferrarotti, W Rocchia, S Decherchi
Cognitive Computation 11, 656-675, 2019
102019
Text-image sentiment analysis
Q Chen, E Ragusa, I Chaturvedi, E Cambria, R Zunino
International Conference on Computational Linguistics and Intelligent Text …, 2018
92018
Emotion recognition on edge devices: Training and deployment
V Pandelea, E Ragusa, T Apicella, P Gastaldo, E Cambria
Sensors 21 (13), 4496, 2021
82021
Data-driven video grasping classification for low-power embedded system
E Ragusa, C Gianoglio, R Zunino, P Gastaldo
2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019
82019
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