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Decision analysis

Advancing ensemble learning techniques for residential building electricity consumption forecasting: Insight from explainable artificial intelligence

Jihoon Moon, Muazzam Maqsood, Dayeong So, Sung Wook Baik, Seungmin Rho, Yunyoung Nam

published 14 Nov 2024

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Scallop fishing activity characterization in Southern New England: Offshore wind demands and fisheries-dependent methods

Julia Livermore, Todd Guilfoos

published 11 Nov 2024

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Research on the effect of multiple credit ratings from the perspective of financial regulatory systems in Chinese bond market

Xiangyun Zhou, Huiling Wang, Luping Zhang

published 11 Nov 2024

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A novel meta learning based stacked approach for diagnosis of thyroid syndrome

Muhammad Asad Abbas, Kashif Munir, Ali Raza, Madiha Amjad, Nagwan Abdel Samee, Mona M. Jamjoom, Zahid Ullah

published 01 Nov 2024

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Heart rate variability analysis for the prediction of pre-arousal during propofol-remifentanil general anaesthesia: A feasibility study

Anne Wojtanowski, Maxence Hureau, Camille Ternynck, Benoit Tavernier, Mathieu Jeanne, Julien de Jonckheere

published 31 Oct 2024

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A new fusion neural network model and credit card fraud identification

Shan Jiang, Xiaofeng Liao, Yuming Feng, Zilin Gao, Babatunde Oluwaseun Onasanya

published 28 Oct 2024

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Comparison of ANN and XGBoost surrogate models trained on small numbers of building energy simulations

Sanja Stevanović, Husain Dashti, Marko Milošević, Salem Al-Yakoob, Dragan Stevanović

published 25 Oct 2024

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Enhancing DDoS detection in SDIoT through effective feature selection with SMOTE-ENN

Arati Behera, Kshira Sagar Sahoo, Tapas Kumara Mishra, Anand Nayyar, Muhammad Bilal

published 17 Oct 2024

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Quantitative investigation and intelligent forecasting of thermal conductivity in lime-modified red clay

Hongqi Wang, Dongwei Li, Zecheng Wang, Zhiwen Jia, Zhenhua Wang

published 10 Oct 2024

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Factors predicting access to medications for opioid use disorder for housed and unhoused patients: A machine learning approach

Aaron Esguerra, Thomas J. Weinandy

published 27 Sep 2024

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Antivirals for monkeypox virus: Proposing an effective machine/deep learning framework

Morteza Hashemi, Arash Zabihian, Masih Hajsaeedi, Mohsen Hooshmand

published 12 Sep 2024

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An intrusion detection model to detect zero-day attacks in unseen data using machine learning

Zhen Dai, Lip Yee Por, Yen-Lin Chen, Jing Yang, Chin Soon Ku, Roohallah Alizadehsani, Paweł Pławiak

published 11 Sep 2024

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Research on feature selection for AC contactor vibration signals based on regularized random forest with recursive selection

Shuxin Liu, Xinzhi Qi, Chaojian Xing, Xin Ming, Xianfeng Lv

published 06 Sep 2024

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