1. bookVolumen 8 (2023): Edición 1 (January 2023)
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2444-8656
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Data mining of Chain convenience stores location

Publicado en línea: 31 May 2022
Volumen & Edición: Volumen 8 (2023) - Edición 1 (January 2023)
Páginas: 2377 - 2392
Recibido: 18 Jan 2022
Aceptado: 27 Mar 2022
Detalles de la revista
License
Formato
Revista
eISSN
2444-8656
Primera edición
01 Jan 2016
Calendario de la edición
2 veces al año
Idiomas
Inglés

Fig. 1

Process of data mining
Process of data mining

Fig. 2

Result of feature selection in caret package
Result of feature selection in caret package

Fig. 3

Result of feature selection in Boruta package
Result of feature selection in Boruta package

Fig. 4

Neural network structure with 1 hidden layer
Neural network structure with 1 hidden layer

Fig. 5

Shows a neural network structure with 2 hidden layers
Shows a neural network structure with 2 hidden layers

Fig. 6

Modelling results of logistic regression based on three evaluation systems
Modelling results of logistic regression based on three evaluation systems

Fig. 7

Accuracy of neural network model
Accuracy of neural network model

Fig. 8

Structure diagram of neural network with the best performance
Structure diagram of neural network with the best performance

Fig. 9

Accuracy of support vector machine model
Accuracy of support vector machine model

Fig. 10

Modelling results of multiple classification algorithms (by the date of Nanjing)
Modelling results of multiple classification algorithms (by the date of Nanjing)

Tian Xin, Cao Shasha, Song Yan. The impact of weather on consumer behavior and retail performance: Evidence from a convenience store chain in China[J]. Journal of Retailing and Consumer Services, 2021, 62. Search in Google Scholar

Lyu Fang, Lim Hyun A, Choi Jaewon. Customer Acceptance of Self-service Technologies in Retail: A Case of Convenience Stores in China[J]. Asia Pacific Journal of Information Systems, 2019, 29(3). Search in Google Scholar

Huang Ting, Liu Chunxiong. The Distribution Strategies of Convenience Stores Chain in China from Japan 7-11[J]. MATEC Web of Conferences, 2017, 100. Search in Google Scholar

China Convenience Store Outlook 2020 - Increased Demand for Convenience & Time Saving Options[J]. M2 Press-wire, 2016. Search in Google Scholar

Tallón Ballesteros Antonio J.. Fuzzy Systems and Data Mining VII[M]. IOS Press:2021-10-14. Search in Google Scholar

Zhenhua Cai, Chuanshuai Zuo, Jianying Zhu, Peng Qin, Baojiang Duan, Wenrong Song, Jiaqi Wang. Classification and Application of Tight Gas Wells Based on Cluster Analysis[C]//Proceedings of 2021 5th International Conference on Electrical, Automation and Mechanical Engineering (EAME2021), 2021:723-729. DOI:10.26914/c.cnkihy.2021.044452. Search in Google Scholar

Guoqing Zhou. Data Mining for Co-location Patterns: Principles and Applications[M].CRC Press:2021-08-24. Search in Google Scholar

Bhargava Neeraj, Bhargava Ritu, Rathore Pramod Singh, Agrawal Rashmi. Artificial Intelligence and Data Mining Approaches in Security Frameworks[M]. John Wiley & Sons, Inc.:2021-08-10. Search in Google Scholar

Chong Xiaoyu, Shang Shun-Li, Krajewski Adam M, Shimanek John D, Du Weihang, Wang Yi, Feng Jing, Shin Dongwon, Beese Allison M, Liu Zi-Kui. Correlation analysis of materials properties by machine learning: illustrated with stacking fault energy from first-principles calculations in dilute FCC-based alloys[J]. Journal of Physics: Condensed Matter, 2021, 33(29). Search in Google Scholar

Takama Yasufumi, Tanaka Yuna, Mori Yoshiyuki, Shibata Hiroki. Treemap-Based Cluster Visualization and its Application to Text Data Analysis[J]. jaciii, 2021, 25(4). Search in Google Scholar

Erasmus Daniel J. DNA barcoding: A different perspective to introducing undergraduate students to DNA sequence analysis[J]. Biochemistry and Molecular Biology Education, 2021, 49(3). Search in Google Scholar

Baietto Armando. Palazzo Gualino | palacco gualino 1928-2018:Un capolavoro del razionalismo italiano di Giuseppe Pagano Pogatschnig e Gino Levi-Montalcini | A Masterpiece of Italian Rationalism by Giuseppe Pagano Pogatschnig and Gino Levi-Montalcini | pam tnik arhitektury ital~ nskogo racionalizma d uzeppe pagano pogaqnig i d ino levi-montal~qini[M]. Quodlibet:2020-12-21. Search in Google Scholar

Zahir Tari, Adil Fahad, Abdulmohsen Almalawi, Xun Yi. Network Classification for Traffic Management: Anomaly detection, feature selection, clustering and classification[M]. IET Digital Library:2020-01-24. Search in Google Scholar

Darryl Felder, Amanda Windsor. Introduced Hemigrapsus oregonensis (Dana, 1851) formerly colonized an inland Texas salt spring, as now underpinned by COI barcode sequence analysis[J]. BioInvasions Records, 2020, 9(2). Search in Google Scholar

Wenjiang Fu. A Practical Guide to Age-Period Cohort Analysis Using R[M]. Taylor and Francis; CRC Press:2015-02-15. Search in Google Scholar

Krzysztof Jajuga, Andrzej Sokołowski, Hans Hermann Bock. Classification, Clustering, and Data Analysis[M]. Springer, Berlin, Heidelberg. Search in Google Scholar

János Abonyi, Balázs Feil. Cluster Analysis for Data Mining and System Identification[M]. Birkh¨auser Basel. Search in Google Scholar

Fernandez P, Pelegrin B, Lancinskas A. New heuristic algorithms for discrete competitive location problems with binary and partially binary customer behavior[J].Computers and Operations Research, 2017, 79:12-18. Search in Google Scholar

Garcia J, Alfandari L. Robust location of new housing developments using a choice model[J]. Annals of Operations Research, 2018, 271:527-550. Search in Google Scholar

Lin B, Liu S. The location-allocation model for multi-classification-yard location problem[J]. Transportation Research Part E, 2019, 122:283-308. Search in Google Scholar

Muhammet D, Ibrahim Z, Selahattin Y. A GIS-based interval type-2 fuzzy set for public bread factory site selection [J]. Journal of Enterprise Information Management, 2018, 31(2):101-123. Search in Google Scholar

Sennaroglu B, Celebi G. A military airport location selection by AHP integrated PROMETHEE and VIKOR methods[J]. Transportation Research Part D Transport & Environment, 2018, 59(3):160-173. Search in Google Scholar

Waqas K, Zaza N, Lee H. Using K-means clustering in international location decision [J]. Journal of Global Operations and Strategic Sourcing, 2018, 21(3):23-46. Search in Google Scholar

Hemalatha M, Sridevi P, Sivakumar V. A decision-support system application in retail store location model: a case study of hypermarket in emerging markets[J]. International Journal of Business & Emerging Markets, 2017, 3(19):158-176. Search in Google Scholar

He Y, Li G, Liao Y, et al. Gesture recognition based on an improved local sparse representation classification algorithm[J]. Cluster Computing, 2018, 12(1):1-12. Search in Google Scholar

Xu Z, Che Y, Min H, et al. Initial classification algorithm for pavement distress images using features fusion[C]//International Conference on Intelligent Interactive Multimedia Systems and Services. Springer, Cham, 2018, 10(22):418-427. Search in Google Scholar

Caigny A.D., Coussement K, Bock K. A new hybrid classification algorithm for customer churn prediction based on logistic regression and decision trees[J]. European Journal of Operational Research, 2018, 110(32):35-45. Search in Google Scholar

Wang Y. Analysis of user reading behavior based on bayes classification algorithm[J]. Journal of Shaoguan University, 2018, 27(6):287-291. Search in Google Scholar

Lang X, Li P, Hu Z, et al. Leak detection and location of pipelines based on LMD and least squares twin support vector machine[J]. IEEE Access, 2017, 3(22):1-1. Search in Google Scholar

Mathas, Schuster, Puga, A heuristic algorithm for solving large location inventory problems with demand uncertainty[J]. European Journal of Operational Research, 2017, 259(2):413-423. Search in Google Scholar

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