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Decision tree learning

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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Evolution of hospitalized patient characteristics through the first three COVID-19 waves in Paris area using machine learning analysis

Camille Jung, Jean-Baptiste Excoffier, Mathilde Raphaël-Rousseau, Noémie Salaün-Penquer, Matthieu Ortala, Christos Chouaid

published 22 Feb 2022

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Several explorations on how to construct an early warning system for local government debt risk in China

Xing Li, Xiangyu Ge, Cong Chen

published 08 Feb 2022

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Drivers of cadmium accumulation in Theobroma cacao L. beans: A quantitative synthesis of soil-plant relationships across the Cacao Belt

Jordon Wade, Marlon Ac-Pangan, Vitor R. Favoretto, Alexander J. Taylor, Nicki Engeseth, Andrew J. Margenot

published 02 Feb 2022

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Evaluation of soccer team defense based on prediction models of ball recovery and being attacked: A pilot study

Kosuke Toda, Masakiyo Teranishi, Keisuke Kushiro, Keisuke Fujii

published 27 Jan 2022

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Rhythmic contraction but arrhythmic distension of esophageal peristaltic reflex in patients with dysphagia

Kazumasa Muta, Ravinder K. Mittal, Ali Zifan

published 24 Jan 2022

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