A Machine Learning Approach Based on Indoor Target Positioning by Using Sensor Data Fusion and Improved Cosine Similarity

Autor: Serpil Üstebay, Zeynep Turgut, Şafak Durukan Odabaşı, Muhammed Ali Aydın, Ahmet Sertbaş

Publikováno v: Electrica, Vol 24, Iss 1, Pp 218-227 (2024)

Externí odkaz: https://doaj.org/article/7271f9936b144520a155ff7f9b7bed0d

Performance analysis of machine learning and deep learning classification methods for indoor localization in Internet of things environment

Autor: Serpil Üstebay, Zeynep Turgut, Muhammed Ali Aydin, Ahmet Sertbas, Gülsüm Zeynep Gürkaş Aydın

Publikováno v: Transactions on Emerging Telecommunications Technologies. 30

The ability to detect the mobile user's location with high precision in indoor networks is particularly difficult due to the environmental characteristics and high dynamics of the indoor n...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bce41bad487129f744da842219453a20
https://doi.org/10.1002/ett.3705

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

An Approach for Evaluating Performance of Magnetic-Field Based Indoor Positioning Systems: Neural Network

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

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.412-421, ⟨10.1007/978-3-319-59767-6_32⟩

International audience; Indoor Positioning systems are more and more attractive research area and popular studies. They provide direct access of Instant location information of people in large, complex locations such as airports, museums, hospitals,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e6d9525a1a28f4de72e663a5976aa6c3
https://doi.org/10.1007/978-3-319-59767-6_32