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Decision tree learning

An expressway traffic congestion measurement under the influence of service areas

Lyuchao Liao, Zhengrong Li, Shukun Lai, Wenxia Jiang, Fumin Zou, Xiang Yu, Zhiyu Xu

published 06 Jan 2023

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Prediction of hospital readmission of multimorbid patients using machine learning models

Jules Le Lay, Edgar Alfonso-Lizarazo, Vincent Augusto, Bienvenu Bongue, Malek Masmoudi, Xiaolan Xie, Baptiste Gramont, Thomas Célarier

published 22 Dec 2022

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Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane, Achraf Bouaoune, Reda Tighilt, Moloud Abdar, Alix Boc, Etienne Lord, Nadia Tahiri, Bogdan Mazoure, U. Rajendra Acharya, Vladimir Makarenkov

published 01 Dec 2022

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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

published 01 Dec 2022

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

Mohamed Khalid Alomar, Faidhalrahman Khaleel, Mustafa M. Aljumaily, Adil Masood, Siti Fatin Mohd Razali, Mohammed Abdulhakim AlSaadi, Nadhir Al-Ansari, Mohammed Majeed Hameed

published 03 Nov 2022

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

Zachary Tran, Arjun Verma, Taylor Wurdeman, Sigrid Burruss, Kaushik Mukherjee, Peyman Benharash

published 27 Oct 2022

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Human knowledge models: Learning applied knowledge from the data

Egor Dudyrev, Ilia Semenkov, Sergei O. Kuznetsov, Gleb Gusev, Andrew Sharp, Oleg S. Pianykh

published 20 Oct 2022

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Adversarial attacks against supervised machine learning based network intrusion detection systems

Ebtihaj Alshahrani, Daniyal Alghazzawi, Reem Alotaibi, Osama Rabie

published 14 Oct 2022

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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

published 28 Jul 2022

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Feature ranking and network analysis of global financial indices

Mahmudul Islam Rakib, Md. Javed Hossain, Ashadun Nobi

published 03 Jun 2022

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Amenity counts significantly improve water consumption predictions

Damian Dailisan, Marissa Liponhay, Christian Alis, Christopher Monterola

published 18 Mar 2022

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An alternative to the black box: Strategy learning

Simon Taub, Oleg S. Pianykh

published 18 Mar 2022

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

Hisham Hussan, Jing Zhao, Abraham K. Badu-Tawiah, Peter Stanich, Fred Tabung, Darrell Gray, Qin Ma, Matthew Kalady, Steven K. Clinton

published 10 Mar 2022

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