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Decision analysis

The influence of preprocessing on text classification using a bag-of-words representation

Yaakov HaCohen-Kerner, Daniel Miller, Yair Yigal

published 01 May 2020

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Propensity score adjustment using machine learning classification algorithms to control selection bias in online surveys

Ramón Ferri-García, María del Mar Rueda

published 22 Apr 2020

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Advanced machine learning model for better prediction accuracy of soil temperature at different depths

Meysam Alizamir, Ozgur Kisi, Ali Najah Ahmed, Cihan Mert, Chow Ming Fai, Sungwon Kim, Nam Won Kim, Ahmed El-Shafie

published 14 Apr 2020

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Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome

Esra Zihni, Vince Istvan Madai, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey

published 06 Apr 2020

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A novel intelligent fault identification method based on random forests for HVDC transmission lines

Hao Wu, Qiaomei Wang, Kunjian Yu, Xiaotao Hu, Maoxia Ran

published 26 Mar 2020

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Rapid diagnosis of periodontitis, a feasibility study using MALDI-TOF mass spectrometry

Angéline Antezack, Hervé Chaudet, Hervé Tissot-Dupont, Philippe Brouqui, Virginie Monnet-Corti

published 13 Mar 2020

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Computer-aided diagnosis of external and middle ear conditions: A machine learning approach

Michelle Viscaino, Juan C. Maass, Paul H. Delano, Mariela Torrente, Carlos Stott, Fernando Auat Cheein

published 12 Mar 2020

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A global prediction model for sudden stops of capital flows using decision trees

M. Belén Salas, David Alaminos, Manuel Angel Fernández, Francisco López-Valverde

published 12 Feb 2020

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Morphometric criteria to differentiate Drosophila suzukii (Diptera: Drosophilidae) seasonal morphs

Anh K. Tran, W. D. Hutchison, Mark K. Asplen

published 06 Feb 2020

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Features spaces and a learning system for structural-temporal data, and their application on a use case of real-time communication network validation data

Guido Schwenk, Ben Jochinke, Klaus-Robert Müller

published 06 Feb 2020

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Rugby game performances and weekly workload: Using of data mining process to enter in the complexity

Romain Dubois, Noëlle Bru, Thierry Paillard, Anne Le Cunuder, Mark Lyons, Olivier Maurelli, Kilian Philippe, Jacques Prioux

published 29 Jan 2020

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An automated alarm system for food safety by using electronic invoices

Wan-Tzu Chang, Yen-Po Yeh, Hong-Yi Wu, Yu-Fen Lin, Thai Son Dinh, Ie-bin Lian

published 24 Jan 2020

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Predicting strike susceptibility and collision patterns of the common buzzard at wind turbine structures in the federal state of Brandenburg, Germany

Anushika Bose, Tobias Dürr, Reinhard A. Klenke, Klaus Henle

published 24 Jan 2020

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