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Algorithms

On the improvement of reinforcement active learning with the involvement of cross entropy to address one-shot learning problem

Honglan Huang, Jincai Huang, [ ... ], Li Chen

In silico analysis of PFN1 related to amyotrophic lateral sclerosis

Gabriel Rodrigues Coutinho Pereira, Giovanni Henrique Almeida Silva Tellini, Joelma Freire De Mesquita

A hierarchical architecture for recognising intentionality in mental tasks on a brain-computer interface

Asier Salazar-Ramirez, Jose I. Martin, [ ... ], Basilio Sierra

Large-scale probabilistic identification of boreal peatlands using Google Earth Engine, open-access satellite data, and machine learning

Evan Ross DeLancey, Jahan Kariyeva, Jason T. Bried, Jennifer N. Hird

Improving Species Distribution Modelling of freshwater invasive species for management applications

Marta Rodríguez-Rey, Sofia Consuegra, Luca Börger, Carlos Garcia de Leaniz

Utility of a smartphone based system (cvrphone) to accurately determine apneic events from electrocardiographic signals

Kwanghyun Sohn, Faisal M. Merchant, [ ... ], Antonis A. Armoundas

A business process clustering algorithm using incremental covering arrays to explore search space and balanced Bayesian information criterion to evaluate quality of solutions

Hugo Ordoñez, Jose Torres-Jimenez, [ ... ], Gildardo Maldonado-Martinez

Heave compensation prediction based on echo state network with correntropy induced loss function

Xiaogang Huang, Dongge Lei, [ ... ], Zhibin Wang

Secure two-party computation of solid triangle area and tetrahedral volume based on cloud platform

Jing Zhang, Lixiang Li, [ ... ], Yang Xin

Can we predict firms’ innovativeness? The identification of innovation performers in an Italian region through a supervised learning approach

Ilaria Gandin, Claudio Cozza

Automatic UAV-based detection of Cynodon dactylon for site-specific vineyard management

Francisco Manuel Jiménez-Brenes, Francisca López-Granados, [ ... ], Ana Isabel de Castro

Fast optimization of non-negative matrix tri-factorization

Andrej Čopar, Blaž Zupan, Marinka Zitnik

Optimization of signalized network configurations using the Lane-based method

C. K. Wong, Yi Liu

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