Andrea Apicella

According to our database, Andrea Apicella authored at least 13 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Middle-Level Features for the Explanation of Classification Systems by Sparse Dictionary Methods.

Andrea Apicella, Francesco Isgrò, Roberto Prevete, Guglielmo Tamburrini

Int. J. Neural Syst., 2020

A survey on modern trainable activation functions.

Andrea Apicella, Francesco Donnarumma, Francesco Isgrò, Roberto Prevete

CoRR, 2020

Preliminary validation of a measurement system for emotion recognition.

Andrea Apicella, Pasquale Arpaia, Giovanna Mastrati, Nicola Moccaldi, Roberto Prevete

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Deep Neural Networks for Real-Time Remote Fall Detection.

Andrea Apicella, Lauro Snidaro

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

A General Approach to Compute the Relevance of Middle-Level Input Features.

Andrea Apicella, Salvatore Giugliano, Francesco Isgrò, Roberto Prevete

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

A simple and efficient architecture for trainable activation functions.

Andrea Apicella, Francesco Isgrò, Roberto Prevete

Neurocomputing, 2019

Contrastive Explanations to Classification Systems Using Sparse Dictionaries.

Andrea Apicella, Francesco Isgrò, Roberto Prevete, Guglielmo Tamburrini

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Explaining classification systems using sparse dictionaries.

Andrea Apicella, Francesco Isgrò, Roberto Prevete, Andrea Sorrentino, Guglielmo Tamburrini

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Sparse Dictionaries for the Explanation of Classification Systems.

Andrea Apicella, Francesco Isgrò, Roberto Prevete, Guglielmo Tamburrini, Alessio Vietri

Proceedings of the 1st International Workshop on Processing Information Ethically co-located with 31st International Conference on Advanced Information Systems Engineering, 2019

2018

Integration of Context Information through Probabilistic Ontological Knowledge into Image Classification.

Andrea Apicella, Anna Corazza, Francesco Isgrò, Giuseppe Vettigli

Inf., 2018

2017

Integrating a Priori Probabilistic Knowledge into Classification for Image Description.

Andrea Apicella, Anna Corazza, Francesco Isgrò, Giuseppe Vettigli

Proceedings of the 26th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2017

Improving Face Recognition in Low Quality Video Sequences: Single Frame vs Multi-frame Super-Resolution.

Andrea Apicella, Francesco Isgrò, Daniel Riccio

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Exploiting Context Information for Image Description.

Andrea Apicella, Anna Corazza, Francesco Isgrò, Giuseppe Vettigli

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017