A Comparative Study of the Efficacy of Local/Global and Parametric/Nonparametric Machine Learning Methods for Establishing Structure–Property Linkages in High-Contrast 3D Elastic Composites

Patxi Fernandez-Zelaia; Yuksel C. Yabansu; Surya R. Kalidindi

doi:10.1007/s40192-019-00129-4

A Comparative Study of the Efficacy of Local/Global and Parametric/Nonparametric Machine Learning Methods for Establishing Structure–Property Linkages in High-Contrast 3D Elastic Composites

Integrating Materials and Manufacturing Innovation ◽

10.1007/s40192-019-00129-4 ◽

2019 ◽

Vol 8 (2) ◽

pp. 67-81 ◽

Cited By ~ 7

Author(s):

Patxi Fernandez-Zelaia ◽

Yuksel C. Yabansu ◽

Surya R. Kalidindi

Keyword(s):

Machine Learning ◽

Comparative Study ◽

High Contrast ◽

Structure Property ◽

Learning Methods ◽

Machine Learning Methods ◽

Elastic Composites

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Machine learning methods for cyber security intrusion detection: Datasets and comparative study

Computer Networks ◽

10.1016/j.comnet.2021.107840 ◽

2021 ◽

Vol 188 ◽

pp. 107840

Author(s):

Ilhan Firat Kilincer ◽

Fatih Ertam ◽

Abdulkadir Sengur

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Comparative Study ◽

Cyber Security ◽

Learning Methods ◽

Machine Learning Methods

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A comparative study of machine learning methods for ordinal classification with absolute and relative information

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107358 ◽

2021 ◽

pp. 107358

Author(s):

Mengzi Tang ◽

Raúl Pérez-Fernández ◽

Bernard De Baets

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Learning Methods ◽

Ordinal Classification ◽

Machine Learning Methods ◽

Relative Information

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A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences

Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-85984-0_115 ◽

2008 ◽

pp. 959-966 ◽

Cited By ~ 2

Author(s):

Leonardo G. Tavares ◽

Heitor S. Lopes ◽

Carlos R. Erig Lima

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Dna Sequences ◽

Learning Methods ◽

Bacterial Dna ◽

Machine Learning Methods

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A Comparative Study of Classification-Based Machine Learning Methods for Novel Disease Gene Prediction

Advances in Intelligent Systems and Computing - Knowledge and Systems Engineering ◽

10.1007/978-3-319-11680-8_46 ◽

2015 ◽

pp. 577-588 ◽

Cited By ~ 9

Author(s):

Duc-Hau Le ◽

Nguyen Xuan Hoai ◽

Yung-Keun Kwon

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Disease Gene ◽

Gene Prediction ◽

Learning Methods ◽

Disease Gene Prediction ◽

Machine Learning Methods

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Comparative Study of Machine Learning Methods for In-Vehicle Intrusion Detection

Computer Security - Lecture Notes in Computer Science ◽

10.1007/978-3-030-12786-2_6 ◽

2019 ◽

pp. 85-101 ◽

Cited By ~ 6

Author(s):

Ivo Berger ◽

Roland Rieke ◽

Maxim Kolomeets ◽

Andrey Chechulin ◽

Igor Kotenko

Keyword(s):

Machine Learning ◽

Intrusion Detection ◽

Comparative Study ◽

Learning Methods ◽

Machine Learning Methods

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A comparative study between popular statistical and machine learning methods for simulating volume of landslides

CATENA ◽

10.1016/j.catena.2017.05.016 ◽

2017 ◽

Vol 157 ◽

pp. 213-226 ◽

Cited By ~ 54

Author(s):

Ataollah Shirzadi ◽

Himan Shahabi ◽

Kamran Chapi ◽

Dieu Tien Bui ◽

Binh Thai Pham ◽

...

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Learning Methods ◽

Machine Learning Methods

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Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods

2019 6th International Conference on Behavioral, Economic and Socio-Cultural Computing (BESC) ◽

10.1109/besc48373.2019.8963009 ◽

2019 ◽

Author(s):

Leonardo Felizardo ◽

Roberth Oliveira ◽

Emilio Del-Moral-Hernandez ◽

Fabio Cozman

Keyword(s):

Machine Learning ◽

Neural Networks ◽

Comparative Study ◽

Recurrent Neural Networks ◽

Learning Methods ◽

Price Prediction ◽

Machine Learning Methods

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A Comparative Study on Machine Learning Methods for On-board Satellite Image Classification

The Proceedings of the Space Engineering Conference ◽

10.1299/jsmesec.2016.25.1b1 ◽

2016 ◽

Vol 2016.25 (0) ◽

pp. 1B1

Author(s):

Kei Ohta ◽

Takehiko Koike ◽

Yoichi Yatsu ◽

Saburo Matunaga

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Image Classification ◽

Satellite Image ◽

Learning Methods ◽

Machine Learning Methods ◽

Satellite Image Classification

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A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling

Scientific Reports ◽

10.1038/s41598-017-13448-3 ◽

2017 ◽

Vol 7 (1) ◽

Cited By ~ 69

Author(s):

Stefan Leger ◽

Alex Zwanenburg ◽

Karoline Pilz ◽

Fabian Lohaus ◽

Annett Linge ◽

...

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Survival Data ◽

Time To Event ◽

Learning Methods ◽

Risk Modelling ◽

Machine Learning Methods

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A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

Environmental Modelling & Software ◽

10.1016/j.envsoft.2016.07.005 ◽

2016 ◽

Vol 84 ◽

pp. 240-250 ◽

Cited By ~ 197

Author(s):

Binh Thai Pham ◽

Biswajeet Pradhan ◽

Dieu Tien Bui ◽

Indra Prakash ◽

M.B. Dholakia

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Landslide Susceptibility ◽

Susceptibility Assessment ◽

Learning Methods ◽

Landslide Susceptibility Assessment ◽

Machine Learning Methods

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