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Decision trees

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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Steam turbine power prediction based on encode-decoder framework guided by the condenser vacuum degree

Yanning Lu, Yanzheng Xiang, Bo Chen, Haiyang Zhu, Junfeng Yue, Yawei Jin, Pengfei He, Yibo Zhao, Yingjie Zhu, Jiasheng Si, Deyu Zhou

published 27 Oct 2022

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What factors contribute to the Scapular Assistance Test result? A classification and regression tree approach

Larissa Pechincha Ribeiro, Rodrigo Py Gonçalves Barreto, Ricardo Augusto Souza Fernandes, Paula Rezende Camargo

published 21 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 approach in the non-invasive prediction of intracranial pressure using Modified Photoplethysmography

Anmar Abdul-Rahman, William Morgan, Dao-Yi Yu

published 29 Sep 2022

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Cost-utility analysis of robotic-assisted radical cystectomy for bladder cancer compared to open radical cystectomy in the United Kingdom

Felix Machleid, Jenessa Ho-Wrigley, Ameera Chowdhury, Anita Paliah, Ho Lam Poon, Elena Pizzo

published 29 Sep 2022

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Machine learning for cell type classification from single nucleus RNA sequencing data

Huy Le, Beverly Peng, Janelle Uy, Daniel Carrillo, Yun Zhang, Brian D. Aevermann, Richard H. Scheuermann

published 23 Sep 2022

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Use of machine learning to examine disparities in completion of substance use disorder treatment

Aaron Baird, Yichen Cheng, Yusen Xia

published 23 Sep 2022

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Balance dysfunction the most significant cause of in-hospital falls in patients taking hypnotic drugs: A retrospective study

Ryuki Hashida, Hiroo Matsuse, Shinji Yokoyama, Sayuri Kawano, Eriko Higashi, Hiroshi Tajma, Masafumi Bekki, Sohei Iwanaga, Koji Hara, Yosuke Nakamura, Yuji Kaneyuki, Takeshi Nago, Yoshihiro Fukumoto, Motohiro Ozone, Naohisa Uchimura, Naoto Shiba

published 01 Sep 2022

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Human genotype-to-phenotype predictions: Boosting accuracy with nonlinear models

Aleksandr Medvedev, Satyarth Mishra Sharma, Evgenii Tsatsorin, Elena Nabieva, Dmitry Yarotsky

published 31 Aug 2022

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Prioritized and predictive intelligence of things enabled waste management model in smart and sustainable environment

Sushruta Mishra, Lambodar Jena, Hrudaya Kumar Tripathy, Tarek Gaber

published 11 Aug 2022

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