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Machine learning algorithms

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

Muhammad Rizwan Khurshid, Sadaf Manzoor, [ ... ], Ashit Kumar Dutta

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

Gabriel Galeote-Checa, Gabriella Panuccio, [ ... ], Teresa Serrano-Gotarredona

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

Montaser Abdelsattar, Mohamed A. Ismeil, [ ... ], Ahmed Emad-Eldeen

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

Prashant Kumar, Chitra Kushwaha, [ ... ], Ankit Vidyarthi

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

Jingjing Ma, Zhifang Zhao, Lin Zhang

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

Maryam Sadiq, Ramla Shah

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

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

Kai Wang, Yangyang Chen, Dan Bo, Shubin Wang

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

Xiaohua Zeng, Changzhou Liang, [ ... ], Jieping Cai

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

Ting Xie, Xing Han

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

Chaoze Lu, Jianchao Zhou, Qifeng Zou

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

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, [ ... ], Leopoldo Gonzalez

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