Unveiling the Significance of Individual Level Predictions: A Comparative Analysis of GRU and LSTM Models for Enhanced Digital Behavior Prediction

Autor: Burhan Y. Kiyakoglu, Mehmet N. Aydin

Publikováno v: Applied Sciences, Vol 14, Iss 19, p 8858 (2024)

The widespread use of technology has led to a transformation of human behaviors and habits into the digital space; and generating extensive data plays a crucial role when coupled with forecasting techniques in guiding marketing decision-makers and sh

Externí odkaz: https://doaj.org/article/e3767f7ec2834075b95b724f5e331f6d

A Hybrid Deep Learning Framework for Unsupervised Anomaly Detection in Multivariate Spatio-Temporal Data

Autor: Yıldız Karadayı, Mehmet N. Aydin, A. Selçuk Öğrenci

Publikováno v: Applied Sciences, Vol 10, Iss 15, p 5191 (2020)

Multivariate time-series data with a contextual spatial attribute have extensive use for finding anomalous patterns in a wide variety of application domains such as earth science, hurricane tracking, fraud, and disease outbreak detection. In most set

Externí odkaz: https://doaj.org/article/bccb7adbc65c426f9c94868b068208e9

Discovering Customer Purchase Patterns in Product Communities: An Empirical Study on Co-Purchase Behavior in an Online Marketplace

Autor: Ziya Nazım Perdahçı, Mehmet N. Aydin, Kenan Kafkas

Publikováno v: Journal of Theoretical and Applied Electronic Commerce Research, Vol 16, Iss 162, Pp 2965-2980 (2021)
Journal of Theoretical and Applied Electronic Commerce Research; Volume 16; Issue 7; Pages: 2965-2980

Marketplace platforms gather and store data on each activity of their users to analyze their customer purchase behavior helping to improve marketing activities such as product placement, cross-selling, or customer retention. Market basket analysis (M

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::de46186c5601069cf6d1f92dffcf85c5
https://www.mdpi.com/0718-1876/16/7/162

Ground Truth in Network Communities and Metadata-Aware Community Detection: A Case of School Friendship Network

Autor: Kenan Kafkas, Ziya Nazım Perdahçi, Mehmet N. Aydin

Publikováno v: Volume: 9, Issue: 1 49-62
Alphanumeric Journal

Real-world networks are everywhere and can represent biological, technological, and social interactions. They constitute complicated structures in terms of type of things and their relations. Understanding the network requires better examination of t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::434511cdee487f3678b21955c89aa5ef
https://doi.org/10.17093/alphanumeric.688660

INFLUENCE OF DIFFERENT THEORIES OF ETHICS ON ORGANIZATIONAL CODES OF CONDUCT OR ETHICS: A COMPARATIVE SEMANTIC ANALYSIS

Autor: Mehmet Murat ALBAYRAKOĞLU, Mehmet N AYDIN

Publikováno v: Volume: 7, Issue: IMISC2021 Special Issue 33-47
Journal of Research in Business

Bu çalışmanın amacı çeşitli etik kuramlarının, bilgisayar ve veri derneklerine ait etik tutum ve davranış kuralları üzerindeki etkilerini incelemektir. Etkilerin arasındaki farkları ölçmek ve değerlendirmek için, dört Python küt�

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3d795b11549a10663c976ffda0f5913f
https://dergipark.org.tr/tr/pub/jrb/issue/69114/1026523