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Boosting algorithms

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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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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Solar energy prediction through machine learning models: A comparative analysis of regressor algorithms

Huu Nam Nguyen, Quoc Thanh Tran, Canh Tung Ngo, Duc Dam Nguyen, Van Quan Tran

published 02 Jan 2025

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Predicting learning achievement using ensemble learning with result explanation

Tingting Tong, Zhen Li

published 02 Jan 2025

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NATE: Non-pArameTric approach for Explainable credit scoring on imbalanced class

Seongil Han, Haemin Jung

published 31 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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The research explores the predictive capacity of the shear strength of reinforced concrete walls with different cross-sectional shapes using the XGBoost model

Hoa Thi Trinh, Tuan Anh Pham, Vu Dinh Tho, Duy Hung Nguyen

published 27 Nov 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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Yield prediction for crops by gradient-based algorithms

Pavithra Mahesh, Rajkumar Soundrapandiyan

published 26 Aug 2024

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Artificial intelligence-assisted metastasis and prognosis model for patients with nodular melanoma

Chan Xu, Xiaoyu Yu, Zhendong Ding, Caixia Fang, Murong Gao, Wencai Liu, Xiaozhu Liu, Chengliang Yin, Renjun Gu, Lu Liu, Wenle Li, Shi-Nan Wu, Bei Cao

published 07 Aug 2024

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Tensile strength analysis of additively manufactured CM 247LC alloy specimen by employing machine learning classifiers

Vijaykumar S. Jatti, Dhruv A. Sawant, Nitin K. Khedkar, Vinaykumar S. Jatti, Sachin Salunkhe, Marek Pagáč, Emad S. Abouel Nasr

published 29 Jul 2024

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Advancements in intrusion detection: A lightweight hybrid RNN-RF model

Nasrullah Khan, Muhammad Ismail Mohmand, Sadaqat ur Rehman, Zia Ullah, Zahid Khan, Wadii Boulila

published 21 Jun 2024

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Application of an ensemble CatBoost model over complex dataset for vehicle classification

Pemila M., Pongiannan R. K., Narayanamoorthi R., Kareem M. AboRas, Amr Youssef

published 12 Jun 2024

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