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Computational neuroscience

An efficient cyber-attack detection and classification in IoT networks with high-dimensional feature set using Levenberg-Marquardt optimized feedforward neural network

Quxi Kuang, Xianglin Kuang

MultiFAR: Multidimensional information fusion with attention-driven representation learning for student performance prediction

Mohd Fazil, Bader M. Albahlal

Cause-and-effect relationships in a nonlinear model of Bitcoin’s energy use and price volatility effect

Georgia Zournatzidou

Enhanced heart disease diagnosis and management: A multi-phase framework leveraging deep learning and personalized nutrition

Ritika Ritika, Rajender Singh Chhillar, [ ... ], Arshad Hashmi

Multi-step ahead streamflow and uncertainty forecasting using a HyMoLAP rainfall-runoff model-based framework integrated with Bayesian neural networks in the Ouémé river basin, Benin

Sianou Ezéckiel Houénafa, Olatunji Johnson, Erick K. Ronoh, Stephen E. Moore

DNTB: Dual-branch network model based on transformer and Bi-LSTM for energy consumption prediction in building chiller systems

Andong Chen, Mingtao Wu, [ ... ], Xiaoyi Lv

Gain modulation of probabilistic selection without synaptic relearning

Elif Köksal-Ersöz, Pascal Chossat, Frédéric Lavigne

Corporate financial distress prediction with multiperiod annual report data: A fusion deep neural network model

Chongren Wang, Pimei Gong, Jiawang Li, Zhiyi Wang

Multi-objective representation learning for road networks and trajectories with spatial-temporal fusion and contrastive signals

Ashraful Islam Shanto Sikder, Naushin Nower

Performance enhancement of a wind driven PMSG using an artificial neural network based nonlinear backstepping controller

Abdelfattah Dani, Zineb Mekrini, [ ... ], Mahmoud A. Mossa

Slotting blasting model experiment and PCA-PNN evaluation model of influencing factors of slitting effect

Qiang Li, Jinshan Sun, [ ... ], Nan Jiang

Predicting the future risk and outcomes of severe heart failure and coronary artery disease with machine learning in the UK Biobank Cohort

Karim Taha, Heather J. Ross, [ ... ], Cedric Manlhiot

Bearing fault diagnosis based on Kepler algorithm and attention mechanism

Yu Jie Guang, Xiao Shun Gen, [ ... ], Ying He Jie

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