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Preprint ARTICLE | doi:10.20944/preprints202310.0572.v1

Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation

Loris Nanni, Alessandra Lumini, Carlo Fantozzi

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: deep learning; ensembles; segmentation; transformers

Online: 10 October 2023 (08:33:19 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202309.0058.v1

Comparison of Different Methods for Building Ensembles of Convolutional Neural Networks

Loris Nanni, Andrea Loreggia, Sheryl Brahnam

Subject: Computer Science And Mathematics, Artificial Intelligence And Machine Learning Keywords: convolutional neural networks; ensembles; fusion

Online: 4 September 2023 (03:51:24 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202107.0691.v1

Deep ensembles based on Stochastic Activations for Semantic Segmentation

Alessandra Lumini, Loris Nanni, Gianluca Maguolo

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: semantic segmentation; activation function, deep ensembles

Online: 30 July 2021 (09:36:28 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202308.0693.v1

Machine Learning Dynamic Ensemble Methods for Solar Irradiance and Wind Speed Predictions

Francisco Diego Vidal Bezerra, Felipe Pinto Marinho, Paulo Alexandre Costa Rocha, Victor Oliveira Santos, Jesse Van Griensven Thé, Bahram Gharabaghi

Subject: Engineering, Mechanical Engineering Keywords: wind energy; solar energy; renewable energy; machine learning; forecasting ensembles

Online: 9 August 2023 (10:56:29 CEST)

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Preprint ARTICLE | doi:10.20944/preprints202103.0180.v1

Comparison of Different Convolutional Neural Network Activation Functions and Methods for Building Ensembles

Loris Nanni, Sheryl Brahnam, Michelangelo Paci, Gianluca Maguolo

Subject: Computer Science And Mathematics, Algebra And Number Theory Keywords: convolutional neural networks; activation functions; biomedical classification; ensembles; MeLU variants

Online: 5 March 2021 (10:05:38 CET)

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Preprint ARTICLE | doi:10.20944/preprints202011.0732.v1

Deep Ensemble of Weighted Viterbi Decoders for Tail-Biting Convolutional Codes

Tomer Raviv, Asaf Schwartz, Yair Be'ery

Subject: Engineering, Electrical And Electronic Engineering Keywords: Deep Learning; Error Correcting Codes; Ensembles; Tail-Biting Convolutional Codes.; Viterbi; Machine Learning

Online: 30 November 2020 (14:28:09 CET)

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Preprint ARTICLE | doi:10.20944/preprints202010.0298.v2

Cosmic Ray Extremely Distributed Observatory

Piotr Homola, Dmitriy Beznosko, Gopal Bhatta, Łukasz Bibrzycki, Łukasz Bratek, Michalina Borczyńska, Nikolay M. Budnev, Dariusz Burakowski, David Edwin Alvarez-Castillo, Kevin Almeida Cheminant, Aleksander Ćwikła, Punsiri Dam-o, Niraj Dhital, Alan Duffy, Piotr Głownia, Krzysztof Gorzkiewicz, Dariusz Góra, Alok C. Gupta, Zuzana Hlávková, Martin Homola, Joanna Jałocha, Robert Kamiński, Michał Karbowiak, Marcin Kasztelan, Renata Kierepko, Marek Knap, Péter Kovács, Szymon Kuliński, Bartosz Łozowski, Marek Magryś, Mikhail V. Medvedev, Justyna Mędrala, Jerzy W. Mietelski, Justyna Miszczyk, Alona Mozgova, Antonio Napolitano, Vahab Nazari, Y. Jack Ng, Michał Niedźwiecki, Cristina Oancea, Bogusław Ogan, Gabriela Opiła, Krzysztof Oziomek, Maciej Pawlik, Marcin Piekarczyk, Bożena Poncyljusz, Jerzy Pryga, Matías Rosas, Krzysztof Rzecki, Jilberto Zamora-Saa, Katarzyna Smelcerz, Karel Smolek, Weronika Stanek, Jarosław Stasielak, Slawomir Stuglik, Jolanta Sulma, Oleksandr Sushchov, Manana Svanidze, Kyle Tam, Arman Tursunov, José-M. Vaquero, Tadeusz Wibig, Krzysztof W. Woźniak

Subject: Physical Sciences, Nuclear And High Energy Physics Keywords: cosmic rays; cosmic ray ensembles; extensive air showers; large scale cosmic ray correlations; CREDO Collaboration

Online: 15 October 2020 (16:13:43 CEST)

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