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Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System

Autor: García-Ordás, María Teresa, Alaiz-Moretón, Héctor, Casteleiro-Roca, José-Luis, Jove, Esteban, Benítez-Andrades, José Alberto, García-Rodríguez, Isaías, Quintián, Héctor, Calvo-Rolle, José Luis

Publikováno v: Cybernetics and Systems, Volume 54, Issue 3, pages 286-305, 2023

This work addresses the performance comparison between four clustering techniques with the objective of achieving strong hybrid models in supervised learning tasks. A real dataset from a bio-climatic house named Sotavento placed on experimental wind

Externí odkaz: http://arxiv.org/abs/2402.06921

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Intermittent theta burst stimulation over the left prefrontal cortex: no additional effect for virtual reality exposure therapy in acrophobia—a randomized trial

Autor: L. M. Cybinski, B. Bohmeier, K. Rolle, D. Gromer, T. Raij, F. Gundelach, A. Erhardt-Lehmann, A. Mühlberger, J. Deckert, T. Polak, P. Pauli, M. J. Herrmann

Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)

Abstract Anxiety disorders are the most prevalent mental health conditions. Besides psycho-pharmacotherapy, cognitive behavioral therapy with an exposure-based approach is considered the gold standard. However, not all patients benefit from this appr

Externí odkaz: https://doaj.org/article/5241f41da95d4ad5b37dd8d47a578144

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COVID-19 Infection Exposure to Customers Shopping during Black Friday

Autor: Rolle, Braxton, Kiran, Ravi

The outbreak of COVID-19 within the last two years has resulted in much further investigation into the safety of large events that involve a gathering of people. This study aims to investigate how COVID-19 can spread through a large crowd of people s

Externí odkaz: http://arxiv.org/abs/2211.00067

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