Customer Segmentation Based on Self-Organizing Maps: A Case Study on Airline Passengers

Autor: İlkay Yelmen, Serpil Üstebay, Metin Zontul

Publikováno v: Havacılık ve Uzay Teknolojileri Dergisi, Vol 13, Iss 2, Pp 227-233 (2020)

Customer segmentation is acustomer grouping modelbased on common featuresand it directly relates with customer satisfaction of the companies.It provides access to the right customer with the right methods by knowing the customer better. Dealing with

Externí odkaz: https://doaj.org/article/500a4a2ca3e34b5391492e886b5c7041

Cyber Attack Detection by Using Neural Network Approaches: Shallow Neural Network, Deep Neural Network and AutoEncoder

Autor: M. Ali Aydin, Serpil Üstebay, Zeynep Turgut

Publikováno v: Computer Networks ISBN: 9783030219512
CN

As the accuracy rate of artificial intelligence based applications increased, they have started to be used in different areas. Artifical Neural Networks (ANN) can be very successful for extracting meaningful data from features by processing complex d

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a1038c69eea07ecb7cb4de3388c39648
https://doi.org/10.1007/978-3-030-21952-9_11

Intrusion detection with comparative analysis of supervised learning techniques and Fisher Score feature selection algorithm

Autor: Serpil Üstebay, Muhammed Ali Aydin, Tulin Atmaca, Dogukan Aksu

Publikováno v: Proceedings ISCIS 2018 : 32nd International Symposium on Computer and Information Sciences
ISCIS 2018 : 32nd International Symposium on Computer and Information Sciences
ISCIS 2018 : 32nd International Symposium on Computer and Information Sciences, Sep 2018, Poznan, Poland. pp.141-149, ⟨10.1007/978-3-030-00840-6_16⟩
Communications in Computer and Information Science ISBN: 9783030008390
ISCIS

International audience; Rapid development of technologies not only makes life easier, but also reveals a lot of security problems. Developing and changing of attack types affect many people, organizations, companies etc. Therefore, intrusion detectio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::65f4d8bb5a3e1505a20eece0d1d7e9ee
https://hal.archives-ouvertes.fr/hal-01884538

A Comparative Analysis of N-Nearest Neighbors (N3) and Binned Nearest Neighbors (BNN) Algorithms for Indoor Localization

Autor: Serpil Üstebay, Tulin Atmaca, Ahmet Sertbas, M. Ali Aydin

Publikováno v: Computer Networks ISBN: 9783319597669
CN
Proceedings CN 2017 : 24th international conference on Computer Networks
CN 2017 : 24th international conference on Computer Networks
CN 2017 : 24th international conference on Computer Networks, Jun 2017, Lądek Zdrój, Poland. pp.81-90, ⟨10.1007/978-3-319-59767-6_7⟩

International audience; In this study, performance of classification algorithms N-Nearest Neighbors (N3) and Binned Nearest Neighbor (BNN) are analyzed in terms of Indoor localizations. Fingerprint method which is based on Received Signal Strength In

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fbc7486e320a83a62e7249eb1dc337a3
https://doi.org/10.1007/978-3-319-59767-6_7

DESING AND DEVELOPMENT OF A HOME MEDIA SHARING APPLICATION FOR W-CDMA FEMTO CELLS

Autor: SERPİL ÜSTEBAY, Burak AMASYALI, M. Ali AYDIN, A. Halim ZAIM

Femtocell (also called Small Cell) is a small cellular base station, typically designed for use in a home or a small business. It connects to the service provider’s network via broadband. In this paper; a home media sharing application design and d

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::4a49a156e45081b7d5aaf2fc5904b7d3