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Decision analysis

Predictive model for converting optic neuritis to multiple sclerosis; decision tree in focus

Saeid Rasouli, Mohammad Sedigh Dakkali, Azim Ghazvini, Reza Azarbad, Mahdi Asani, Zahra Mirzaasgari, Mohammed Arish

published 02 Dec 2024

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A Genetic algorithm aided hyper parameter optimization based ensemble model for respiratory disease prediction with Explainable AI

Balraj Preet Kaur, Harpreet Singh, Rahul Hans, Sanjeev Kumar Sharma, Chetna Sharma, Md. Mehedi Hassan

published 02 Dec 2024

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Analyzing and predicting short-term substance use behaviors of persons who use drugs in the great plains of the U.S.

Nguyen Thach, Patrick Habecker, Bergen Johnston, Lillianna Cervantes, Anika Eisenbraun, Alex Mason, Kimberly Tyler, Bilal Khan, Hau Chan

published 27 Nov 2024

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Nonlinear effects of traffic statuses and road geometries on highway traffic accident severity: A machine learning approach

Yao Liang, Hongxia Yuan, Zhenwu Wang, Zhongjin Wan, Tiantian Liu, Bing Wu, Shijie Chen, Xiaobo Tang

published 22 Nov 2024

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StackIL10: A stacking ensemble model for the improved prediction of IL-10 inducing peptides

Izaz Ahmmed Tuhin, Md. Rajib Mia, Md. Monirul Islam, Imran Mahmud, Henry Fabian Gongora, Carlos Uc Rios, Imran Ashraf, Md. Abdus Samad

published 14 Nov 2024

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Prediction model and technical and tactical decision analysis of women’s badminton singles based on machine learning

Hanguang Yuan, Yaodong Wang, Kairan Yang, Yulu Bin

published 14 Nov 2024

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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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