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Decision tree learning

Multi-disturbance identification from mine wind-velocity data based on MSSW and WPT-GBDT

Wentian Shang, Lijun Deng, Jian Liu, Yukai Zhou

published 18 Apr 2023

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Expected goals in football: Improving model performance and demonstrating value

James Mead, Anthony O’Hare, Paul McMenemy

published 05 Apr 2023

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Classification of truck-involved crash severity: Dealing with missing, imbalanced, and high dimensional safety data

Seyed Iman Mohammadpour, Majid Khedmati, Mohammad Javad Hassan Zada

published 22 Mar 2023

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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

published 17 Feb 2023

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Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition

Shaokun Liang, Tao Deng, Anna Huang, Ningxian Liu, Xuchu Jiang

published 17 Jan 2023

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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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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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