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Decision tree learning

Role of convolutional features and machine learning for predicting student academic performance from MOODLE data

Nihal Abuzinadah, Muhammad Umer, [ ... ], Imran Ashraf

Explainable machine learning on baseline MRI predicts multiple sclerosis trajectory descriptors

Silvia Campanioni, César Veiga, [ ... ], Roberto Carlos Agis-Balboa

Predicting learning achievement using ensemble learning with result explanation

Tingting Tong, Zhen Li

Recognition of industrial machine parts based on transfer learning with convolutional neural network

Qiaoyang Li, Guiming Chen

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

Jihoon Moon, Muazzam Maqsood, [ ... ], Yunyoung Nam

Are screening methods useful in feature selection? An empirical study

Mingyuan Wang, Adrian Barbu

Analysis and interpretability of machine learning models to classify thyroid disease

Sumya Akter, Hossen A. Mustafa

The risk of disabling, surgery and reoperation in Crohn’s disease – A decision tree-based approach to prognosis

Cláudia Camila Dias, Pedro Pereira Rodrigues, [ ... ], Fernando Magro

Machine learning estimation of crude oil viscosity as function of API, temperature, and oil composition: Model optimization and design space

Daihong Li, Xiaoyu Zhang, Qian Kang

ESIDE: A computationally intelligent method to identify earthworm species (E. fetida) from digital images: Application in taxonomy

Saiqa Andleeb, Wajid Arshad Abbasi, [ ... ], Syed Ali Abbas

Marketable value estimation of patents using ensemble learning methodology: Focusing on U.S. patents for the electricity sector

Haneul Eom, Sungyun Choi, Sang Ok Choi

Data-driven models for atmospheric air temperature forecasting at a continental climate region

Mohamed Khalid Alomar, Faidhalrahman Khaleel, [ ... ], Mohammed Majeed Hameed

Statistical and machine learning models for predicting university dropout and scholarship impact

Stephan Romero, Xiyue Liao

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