A comparative study of forecasting corporate credit ratings using neural networks, support vector machines, and decision trees

The North American Journal of Economics and Finance ◽

10.1016/j.najef.2020.101251 ◽

2020 ◽

Vol 54 ◽

pp. 101251 ◽

Author(s):

Parisa Golbayani ◽

Ionuţ Florescu ◽

Rupak Chatterjee

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Comparative Study ◽

Decision Trees ◽

Credit Ratings ◽

Support Vector ◽

Corporate Credit ◽

Vector Machines

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Revisiting probabilistic neural networks: a comparative study with support vector machines and the microhabitat suitability for the Eastern Iberian chub (Squalius valentinus)

Ecological Informatics ◽

10.1016/j.ecoinf.2017.10.008 ◽

2018 ◽

Vol 43 ◽

pp. 24-37 ◽

Author(s):

Rafael Muñoz-Mas ◽

Shinji Fukuda ◽

Javier Pórtoles ◽

Francisco Martínez-Capel

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Comparative Study ◽

Support Vector ◽

Probabilistic Neural Networks ◽

Vector Machines ◽

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Woodland Cover Change Assessment Using Decision Trees, Support Vector Machines and Artificial Neural Networks Classification Algorithms

2011 Fourth International Conference on Intelligent Computation Technology and Automation ◽

10.1109/icicta.2011.363 ◽

2011 ◽

Author(s):

Xidong Jiang ◽

Meizhen Lin ◽

Junlei Zhao

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Decision Trees ◽

Support Vector ◽

Classification Algorithms ◽

Change Assessment ◽

Vector Machines ◽

Artificial Neural

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Support vector machines, Decision Trees and Neural Networks for auditor selection

Journal of Computational Methods in Sciences and Engineering ◽

10.3233/jcm-2008-8305 ◽

2008 ◽

Vol 8 (3) ◽

pp. 213-224 ◽

Author(s):

Efstathios Kirkos ◽

Charalambos Spathis ◽

Yannis Manolopoulos

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Decision Trees ◽

Support Vector ◽

Vector Machines ◽

Auditor Selection

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Meta-analysis of deep neural networks in remote sensing: A comparative study of mono-temporal classification to support vector machines

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2019.04.016 ◽

2019 ◽

Vol 152 ◽

pp. 192-210 ◽

Author(s):

Shahriar S. Heydari ◽

Giorgos Mountrakis

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Support Vector Machines ◽

Comparative Study ◽

Deep Neural Networks ◽

Meta Analysis ◽

Support Vector ◽

Vector Machines

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A Comparative Study of Artificial Neural Networks and Support Vector Machines for predicting stock prices in National Stock Exchange of India

2019 International Conference on Data Science and Communication (IconDSC) ◽

10.1109/icondsc.2019.8816932 ◽

2019 ◽

Author(s):

G. G. Rajput ◽

Bhagwat H. Kaulwar

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Comparative Study ◽

Stock Prices ◽

Stock Exchange ◽

Support Vector ◽

Vector Machines ◽

Artificial Neural

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Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression

Journal of Clinical Epidemiology ◽

10.1016/j.jclinepi.2009.11.020 ◽

2010 ◽

Vol 63 (8) ◽

pp. 826-833 ◽

Author(s):

Daniel Westreich ◽

Justin Lessler ◽

Michele Jonsson Funk

Keyword(s):

Neural Networks ◽

Logistic Regression ◽

Support Vector Machines ◽

Propensity Score ◽

Decision Trees ◽

Support Vector ◽

Vector Machines

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A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

Journal of Hydrology ◽

10.1016/j.jhydrol.2010.11.002 ◽

2011 ◽

Vol 396 (1-2) ◽

pp. 128-138 ◽

Author(s):

Heesung Yoon ◽

Seong-Chun Jun ◽

Yunjung Hyun ◽

Gwang-Ok Bae ◽

Kang-Kun Lee

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Comparative Study ◽

Coastal Aquifer ◽

Support Vector ◽

Groundwater Levels ◽

Vector Machines ◽

Artificial Neural

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A Comparative Study of Least Square Support Vector Machines and Multiclass Alternating Decision Trees for Spatial Prediction of Rainfall-Induced Landslides in a Tropical Cyclones Area

Geotechnical and Geological Engineering ◽

10.1007/s10706-016-9990-0 ◽

2016 ◽

Vol 34 (6) ◽

pp. 1807-1824 ◽

Author(s):

Binh Thai Pham ◽

Dieu Tien Bui ◽

M. B. Dholakia ◽

Indra Prakash ◽

Ha Viet Pham

Keyword(s):

Support Vector Machines ◽

Comparative Study ◽

Decision Trees ◽

Tropical Cyclones ◽

Spatial Prediction ◽

Least Square ◽

Support Vector ◽

Vector Machines

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Exploration of Lymph Node-Negative Breast Cancers by Support Vector Machines, Naïve Bayes, and Decision Trees: A Comparative Study

Handbook of Artificial Intelligence in Biomedical Engineering ◽

10.1201/9781003045564-23 ◽

2020 ◽

pp. 509-524

Author(s):

J. Satya Eswari ◽

Pradeep Singh

Keyword(s):

Support Vector Machines ◽

Comparative Study ◽

Decision Trees ◽

Naive Bayes ◽

Naïve Bayes ◽

Support Vector ◽

Breast Cancers ◽

Node Negative ◽

Vector Machines

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Pattern recognition: Application of Support Vector Machines, Artificial Neural Networks and Decision Trees for anti-HIV activity prediction of organic compounds

2011 International Conference on Multimedia Computing and Systems ◽

10.1109/icmcs.2011.5945647 ◽

2011 ◽

Author(s):

Maria Seyagh ◽

Mazouz El Mostapha ◽

Abdellah Jarid ◽

Driss Cherqaoui ◽

Andreea Schmitzer ◽

...

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Decision Trees ◽

Organic Compounds ◽

Support Vector ◽

Activity Prediction ◽

Vector Machines ◽

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