Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach

An ensemble machine learning approach for forecasting credit risk of agricultural SMEs’ investments in agriculture 4.0 through supply chain finance

Annals of Operations Research ◽

10.1007/s10479-021-04366-9 ◽

2021 ◽

Author(s):

Amine Belhadi ◽

Sachin S. Kamble ◽

Venkatesh Mani ◽

Imane Benkhati ◽

Fatima Ezahra Touriki

Keyword(s):

Machine Learning ◽

Supply Chain ◽

Credit Risk ◽

Learning Approach ◽

Supply Chain Finance ◽

Comparison of individual, ensemble and integrated ensemble machine learning methods to predict China’s SME credit risk in supply chain finance

Neural Computing and Applications ◽

10.1007/s00521-016-2304-x ◽

2016 ◽

Vol 28 (S1) ◽

pp. 41-50 ◽

Cited By ~ 28

Author(s):

You Zhu ◽

Chi Xie ◽

Gang-Jin Wang ◽

Xin-Guo Yan

Keyword(s):

Machine Learning ◽

Supply Chain ◽

Credit Risk ◽

Learning Methods ◽

Machine Learning Methods ◽

Supply Chain Finance ◽

Ensemble Machine Learning

Cloud based ensemble machine learning approach for smart detection of epileptic seizures using higher order spectral analysis

Physical and Engineering Sciences in Medicine ◽

10.1007/s13246-021-00970-y ◽

2021 ◽

Author(s):

Kuldeep Singh ◽

Jyoteesh Malhotra

Keyword(s):

Machine Learning ◽

Spectral Analysis ◽

Epileptic Seizures ◽

Higher Order ◽

Learning Approach ◽

Supply Chain Impact Modelling – Simulation and Machine Learning approach

10.1109/icscan53069.2021.9526484 ◽

2021 ◽

Author(s):

Mohamed Shayeez ◽

Vinay V Panicker

Keyword(s):

Machine Learning ◽

Supply Chain ◽

Learning Approach ◽

Impact Modelling ◽

Modelling Simulation

Advances in Data and Information Sciences - Lecture Notes in Networks and Systems ◽

Sentiment Analysis Using Tuned Ensemble Machine Learning Approach

10.1007/978-981-10-8360-0_27 ◽

2018 ◽

pp. 287-297

Author(s):

Pradeep Singh

Keyword(s):

Machine Learning ◽

Sentiment Analysis ◽

Learning Approach ◽

Advances in Intelligent Systems and Computing - Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017 ◽

Ensemble Machine Learning Approach for Android Malware Classification Using Hybrid Features

10.1007/978-3-319-59162-9_20 ◽

2017 ◽

pp. 191-200 ◽

Cited By ~ 1

Author(s):

Abdurrahman Pektaş ◽

Tankut Acarman

Keyword(s):

Machine Learning ◽

Learning Approach ◽

Hybrid Features ◽

Android Malware ◽

Malware Classification ◽

The generalized Vasicek credit risk model: A Machine Learning approach

Finance Research Letters ◽

10.1016/j.frl.2021.102669 ◽

2022 ◽

pp. 102669

Author(s):

Rubén García-Céspedes ◽

Manuel Moreno

Keyword(s):

Machine Learning ◽

Credit Risk ◽

Risk Model ◽

Learning Approach ◽

Credit Risk Model

An enhanced intelligent model: To protect marine IoT sensor environment using ensemble machine learning approach

Ocean Engineering ◽

10.1016/j.oceaneng.2021.110180 ◽

2021 ◽

Vol 242 ◽

pp. 110180

Author(s):

Dimple Tiwari ◽

Bhoopesh Singh Bhati ◽

Bharti Nagpal ◽

Shweta Sankhwar ◽

Fadi Al-Turjman

Keyword(s):

Machine Learning ◽

Learning Approach ◽

Intelligent Model

An Ensemble Machine Learning Approach for the Estimation of Lower Extremity Kinematics Using Shoe-Mounted IMU Sensors

10.52141/gcmas2021_172 ◽

2021 ◽

Author(s):

Md Sanzid ◽

Joseph Dranetz ◽

Hwan Choi ◽

Zhishan Guo

Keyword(s):

Machine Learning ◽

Lower Extremity ◽

Learning Approach ◽

An Integrated Machine-Learning Approach to Shale-Gas Supply-Chain Optimization and Refrac Candidate Identification

SPE Reservoir Evaluation & Engineering ◽

10.2118/187361-pa ◽

2019 ◽

Vol 22 (04) ◽

pp. 1201-1224 ◽

Cited By ~ 3

Author(s):

Hope I. Asala ◽

Jorge A. Chebeir ◽

Vidhyadhar Manee ◽

Ipsita Gupta ◽

Arash Dahi-Taleghani ◽

...

Keyword(s):

Machine Learning ◽

Supply Chain ◽

Shale Gas ◽

Learning Approach ◽

Supply Chain Optimization ◽

Candidate Identification ◽

Gas Supply