Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model

U. M.Fernandes Dimlo; Rosario Huerta-Soto; Laura Nivin-Vargas; John Tarazona-Jiménez; Carla Reyes-Reyes; Nitin Girdharwal

doi:10.1109/ICAISS55157.2022.10010834

Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model

U. M.Fernandes Dimlo
, Rosario Huerta-Soto
, Laura Nivin-Vargas
, John Tarazona-Jiménez
, Carla Reyes-Reyes
, Nitin Girdharwal

Research group on organization management

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Original language	English
Title of host publication	Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	412-417
Number of pages	6
ISBN (Electronic)	9781665489621
DOIs	https://doi.org/10.1109/ICAISS55157.2022.10010834
State	Published - 1 Jan 2022
Event	2022 International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022 - Trichy, India Duration: 24 Nov 2022 → 26 Nov 2022

Publication series

Name	Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022

Conference

Conference	2022 International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022
Country/Territory	India
City	Trichy
Period	24/11/22 → 26/11/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being
SDG 7 Affordable and Clean Energy

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10.1109/ICAISS55157.2022.10010834

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Dimlo, U. M. F., Huerta-Soto, R., Nivin-Vargas, L., Tarazona-Jiménez, J., Reyes-Reyes, C., & Girdharwal, N. (2022). Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model. In Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022 (pp. 412-417). (Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICAISS55157.2022.10010834

Dimlo, U. M.Fernandes ; Huerta-Soto, Rosario ; Nivin-Vargas, Laura et al. / Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model. Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 412-417 (Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022).

@inproceedings{a1aba04afe004a99a8d9d97c5c418744,

title = "Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model",

keywords = "Churn Prediction, Customer data, Data classification, Decision making, Machine learning",

author = "Dimlo, \{U. M.Fernandes\} and Rosario Huerta-Soto and Laura Nivin-Vargas and John Tarazona-Jim{\'e}nez and Carla Reyes-Reyes and Nitin Girdharwal",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022 ; Conference date: 24-11-2022 Through 26-11-2022",

year = "2022",

month = jan,

day = "1",

doi = "10.1109/ICAISS55157.2022.10010834",

language = "English",

series = "Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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booktitle = "Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022",

}

Dimlo, UMF, Huerta-Soto, R, Nivin-Vargas, L, Tarazona-Jiménez, J, Reyes-Reyes, C & Girdharwal, N 2022, Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model. in Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022. Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022, Institute of Electrical and Electronics Engineers Inc., pp. 412-417, 2022 International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022, Trichy, India, 24/11/22. https://doi.org/10.1109/ICAISS55157.2022.10010834

Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model. / Dimlo, U. M.Fernandes; Huerta-Soto, Rosario; Nivin-Vargas, Laura et al.
Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 412-417 (Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model

AU - Dimlo, U. M.Fernandes

AU - Huerta-Soto, Rosario

AU - Nivin-Vargas, Laura

AU - Tarazona-Jiménez, John

AU - Reyes-Reyes, Carla

AU - Girdharwal, Nitin

PY - 2022/1/1

Y1 - 2022/1/1

KW - Churn Prediction

KW - Customer data

KW - Data classification

KW - Decision making

KW - Machine learning

UR - https://www.scopus.com/pages/publications/85147548812

U2 - 10.1109/ICAISS55157.2022.10010834

DO - 10.1109/ICAISS55157.2022.10010834

M3 - Conference contribution

AN - SCOPUS:85147548812

T3 - Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022

SP - 412

EP - 417

BT - Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022

Y2 - 24 November 2022 through 26 November 2022

ER -

Dimlo UMF, Huerta-Soto R, Nivin-Vargas L, Tarazona-Jiménez J, Reyes-Reyes C, Girdharwal N. Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model. In Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 412-417. (Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022). doi: 10.1109/ICAISS55157.2022.10010834

Kernelized Extreme Learning Machine Enabled Churn Predictive Financial Risk Assessment Model

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