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Machine learning algorithms

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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Cross-layer latency analysis for 5G NR in V2X communications

Jorge Horta, Mario Siller, Salvador Villarreal-Reyes

published 09 Jan 2025

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Enhancing stroke disease classification through machine learning models via a novel voting system by feature selection techniques

Mahade Hasan, Farhana Yasmin, Md. Mehedi Hassan, Xue Yu, Soniya Yeasmin, Herat Joshi, Sheikh Mohammed Shariful Islam

published 09 Jan 2025

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An efficient smart phone application for wheat crop diseases detection using advanced machine learning

Awais Amir Niaz, Rehan Ashraf, Toqeer Mahmood, C. M. Nadeem Faisal, Muhammad Mobeen Abid

published 08 Jan 2025

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Next-generation diabetes diagnosis and personalized diet-activity management: A hybrid ensemble paradigm

Muhammad Sajid, Kaleem Razzaq Malik, Ali Haider Khan, Sajid Iqbal, Abdullah A. Alaulamie, Qazi Mudassar Ilyas

published 08 Jan 2025

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Anomaly detection in virtual machine logs against irrelevant attribute interference

Hao Zhang, Yun Zhou, Huahu Xu, Jiangang Shi, Xinhua Lin, Yiqin Gao

published 07 Jan 2025

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Survival machine learning methods for mortality prediction after heart transplantation in the contemporary era

Lathan Liou, Elizabeth Mostofsky, Laura Lehman, Soziema Salia, Francisco J. Barrera, Ying Wei, Amal Cheema, Anuradha Lala, Andrew Beam, Murray A. Mittleman

published 07 Jan 2025

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Optimization design and application of library face recognition access control system based on improved PCA

Na Lin, Yan Ding, Yulei Tan

published 07 Jan 2025

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Fault tolerance in distributed systems using deep learning approaches

Basem Assiri, Abdullah Sheneamer

published 07 Jan 2025

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