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Decision tree learning

A novel framework for enhancing transparency in credit scoring: Leveraging Shapley values for interpretable credit scorecards

Rivalani Hlongwane, Kutlwano Ramabao, Wilson Mongwe

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

Vijaykumar S. Jatti, Dhruv A. Sawant, [ ... ], Emad S. Abouel Nasr

Machine learning based method for analyzing vibration and noise in large cruise ships

Wenwei Wu, Tao He, [ ... ], Lei Chen

Integration of machine learning XGBoost and SHAP models for NBA game outcome prediction and quantitative analysis methodology

Yan Ouyang, Xuewei Li, [ ... ], Liming Peng

Explainable machine learning on baseline MRI predicts multiple sclerosis trajectory descriptors

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

Assessing the impact of climate variability on maize yields in the different regions of Ghana—A machine learning perspective

Samuel Asante Gyamerah, Clement Asare, Henry Ofoe Agbi-Kaeser, Frank Baffour-Ata

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

Nasrullah Khan, Muhammad Ismail Mohmand, [ ... ], Wadii Boulila

An integrated UAV growth monitoring model of Cinnamomum camphora based on whale optimization algorithm

Rongxin Gong, Haina Zhang, [ ... ], Rongxiu Xie

Dependency-aware action planning for smart home

Jongjin Kim, Jaeri Lee, Jeongin Yun, U. Kang

Novel artificial intelligence assisted Landsat-8 imagery analysis for mango orchard detection and area mapping

Muhammad Usama Tanveer, Kashif Munir, Ali Raza, Mubarak S. Almutairi

Exploring the power of data mining for uncovering traditional medicinal plant knowledge: A case study in Shahrbabak, Iran

Hossein Bibak, Farzad Heydari, Mohammad Sadat-Hosseini

Customer churn modeling in telecommunication using a novel multi-objective evolutionary clustering-based ensemble learning

Kaveh Faraji Googerdchi, Shahrokh Asadi, Seyed Mohammadbagher Jafari

Does lifelong learning matter for the subjective wellbeing of the elderly? A machine learning analysis on Singapore data

Zheng Fang, Nicholas Sim

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