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Machine learning algorithms

Unveiling diabetes onset: Optimized XGBoost with Bayesian optimization for enhanced prediction

Muhammad Rizwan Khurshid, Sadaf Manzoor, Touseef Sadiq, Lal Hussain, Mohammed Shahbaz Khan, Ashit Kumar Dutta

published 24 Jan 2025

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Time series segmentation for recognition of epileptiform patterns recorded via microelectrode arrays in vitro

Gabriel Galeote-Checa, Gabriella Panuccio, Angel Canal-Alonso, Bernabe Linares-Barranco, Teresa Serrano-Gotarredona

published 24 Jan 2025

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Evaluating Machine Learning and Deep Learning models for predicting Wind Turbine power output from environmental factors

Montaser Abdelsattar, Mohamed A. Ismeil, Karim Menoufi, Ahmed AbdelMoety, Ahmed Emad-Eldeen

published 23 Jan 2025

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Investigating the performance of multivariate LSTM models to predict the occurrence of Distributed Denial of Service (DDoS) attack

Prashant Kumar, Chitra Kushwaha, Dimple Sethi, Debjani Ghosh, Punit Gupta, Ankit Vidyarthi

published 17 Jan 2025

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Gaussian barebone mechanism and wormhole strategy enhanced moth flame optimization for global optimization and medical diagnostics

Jingjing Ma, Zhifang Zhao, Lin Zhang

published 16 Jan 2025

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A machine learning based variable selection algorithm for binary classification of perinatal mortality

Maryam Sadiq, Ramla Shah

published 16 Jan 2025

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Scalable and energy-efficient task allocation in industry 4.0: Leveraging distributed auction and IBPSO

Qingwen Li, Tang Wai Fan, Lam Sui Kei, Zhaobin Li

published 16 Jan 2025

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A novel multi-user collaborative cognitive radio spectrum sensing model: Based on a CNN-LSTM model

Kai Wang, Yangyang Chen, Dan Bo, Shubin Wang

published 15 Jan 2025

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Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy

Xiaohua Zeng, Changzhou Liang, Qian Yang, Fei Wang, Jieping Cai

published 14 Jan 2025

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Modulation pattern recognition method of wireless communication automatic system based on IABLN algorithm in intelligent system

Ting Xie, Xing Han

published 13 Jan 2025

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An optimized approach for container deployment driven by a two-stage load balancing mechanism

Chaoze Lu, Jianchao Zhou, Qifeng Zou

published 10 Jan 2025

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A hybrid unsupervised machine learning model with spectral clustering and semi-supervised support vector machine for credit risk assessment

Tao Yu, Wei Huang, Xin Tang, Duosi Zheng

published 10 Jan 2025

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Geochemical exploration of rare earth element resources in highland karstic bauxite deposits in the Sierra de Bahoruco, Pedernales Province, Southwestern Dominican Republic

Mark Chappell, Harold Rojas, Charles Andros, Autumn Acree, Yoko Masue-Slowey, Christine Young, Paige Fowler, Elizabeth Lotufo, Wesley Rowland, Michelle Wynter, Marcelo Salles, Leopoldo Gonzalez

published 10 Jan 2025

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