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Decision tree learning

An expressway traffic congestion measurement under the influence of service areas

Lyuchao Liao, Zhengrong Li, [ ... ], Zhiyu Xu

Prediction of hospital readmission of multimorbid patients using machine learning models

Jules Le Lay, Edgar Alfonso-Lizarazo, [ ... ], Thomas Célarier

Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane, Achraf Bouaoune, [ ... ], Vladimir Makarenkov

A novel customer churn prediction model for the telecommunication industry using data transformation methods and feature selection

Joydeb Kumar Sana, Mohammad Zoynul Abedin, M. Sohel Rahman, M. Saifur Rahman

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

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

ICD-10 based machine learning models outperform the Trauma and Injury Severity Score (TRISS) in survival prediction

Zachary Tran, Arjun Verma, [ ... ], Peyman Benharash

Human knowledge models: Learning applied knowledge from the data

Egor Dudyrev, Ilia Semenkov, [ ... ], Oleg S. Pianykh

Adversarial attacks against supervised machine learning based network intrusion detection systems

Ebtihaj Alshahrani, Daniyal Alghazzawi, Reem Alotaibi, Osama Rabie

A machine learning model on Real World Data for predicting progression to Acute Respiratory Distress Syndrome (ARDS) among COVID-19 patients

Nicola Lazzarini, Avgoustinos Filippoupolitis, Pedro Manzione, Hariklia Eleftherohorinou

Feature ranking and network analysis of global financial indices

Mahmudul Islam Rakib, Md. Javed Hossain, Ashadun Nobi

Amenity counts significantly improve water consumption predictions

Damian Dailisan, Marissa Liponhay, Christian Alis, Christopher Monterola

An alternative to the black box: Strategy learning

Simon Taub, Oleg S. Pianykh

Utility of machine learning in developing a predictive model for early-age-onset colorectal neoplasia using electronic health records

Hisham Hussan, Jing Zhao, [ ... ], Steven K. Clinton

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