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Title: :  CUSTOMER CHURN PREDICTION
PaperId: :  22353
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 6 2023
DUI:    16.0415/IJARIIE-22353
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ruhul PhadatareSKN Sinhgad Institute of Technology, Lonavala, Pune
Gaurav KhedkarSKN Sinhgad Institute of Technology, Lonavala, Pune
Harshal PatilSKN Sinhgad Institute of Technology, Lonavala, Pune
Sumeet SurvaseSKN Sinhgad Institute of Technology, Lonavala, Pune
Harsh ShilimkarSKN Sinhgad Institute of Technology, Lonavala, Pune

Abstract

Computer Engineering
churn management, wireless telecommunication, data mining, decision tree, neural network, big data, cloud computing
The popularity of using Internet contains some risks of network attacks. Intrusion detection is one major research problem in network security, whose aim is to identify unusual access or attacks to secure internal networks. In literature, intrusion detection systems have been approached by various machine learning techniques. In this literature, we propose a real-time intrusion detection approach using a supervised machine learning technique. Our approach is simple and efficient, and can be used with many machine learning techniques. We applied different well-known machine learning techniques to evaluate the performance of our IDS approach. Our experimental results show that the Decision Tree technique can outperform the other techniques. Therefore, we further developed a real-time intrusion detection system (RT-IDS) using the Decision Tree technique to classify on-line network data as normal or attack data.

Citations

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IJARIIE Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar. "CUSTOMER CHURN PREDICTION" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 6 2023 Page 2557-2561
MLA Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar. "CUSTOMER CHURN PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education 9.6(2023) : 2557-2561.
APA Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, & Harsh Shilimkar. (2023). CUSTOMER CHURN PREDICTION. International Journal Of Advance Research And Innovative Ideas In Education, 9(6), 2557-2561.
Chicago Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar. "CUSTOMER CHURN PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 6 (2023) : 2557-2561.
Oxford Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar. 'CUSTOMER CHURN PREDICTION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 6, 2023, p. 2557-2561. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/CUSTOMER_CHURN_PREDICTION_ijariie22353.pdf (Accessed : ).
Harvard Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar. (2023) 'CUSTOMER CHURN PREDICTION', International Journal Of Advance Research And Innovative Ideas In Education, 9(6), pp. 2557-2561IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/CUSTOMER_CHURN_PREDICTION_ijariie22353.pdf (Accessed : )
IEEE Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar, "CUSTOMER CHURN PREDICTION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 6, pp. 2557-2561, Nov-Dec 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/CUSTOMER_CHURN_PREDICTION_ijariie22353.pdf [Accessed : ].
Turabian Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar. "CUSTOMER CHURN PREDICTION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 6 ().
Vancouver Ruhul Phadatare, Gaurav Khedkar, Harshal Patil, Sumeet Survase, and Harsh Shilimkar. CUSTOMER CHURN PREDICTION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(6) : 2557-2561. Available from: https://ijariie.com/AdminUploadPdf/CUSTOMER_CHURN_PREDICTION_ijariie22353.pdf
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