Browsing Endüstri Mühendisliği Bölümü Koleksiyonu by Author "Sütçü, Muhammed"

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Electricity Load Forecasting Using Deep Learning and Novel Hybrid Models

Sütçü, Muhammed; Şahin, Kübra Nur; Koloğlu, Yunus; Çelikel, Mevlüt Emirhan; Gülbahar, İbrahim Tümay (Sakarya University, 2022)

Load forecasting is an essential task which is executed by electricity retail companies. By predicting the demand accurately, companies can prevent waste of resources and blackouts. Load forecasting directly affect the ...
Movie Recommendation Systems Based on Collaborative Filtering: A Case Study on Netflix

Sütçü, Muhammed; Erdem, Oğuzkan; Kaya, Ecem (Erciyes Üniversitesi, 2021)

User ratings on items like movies, songs, and shopping products are used by Recommendation Systems (RS) to predict user preferences for items that have not been rated. RS has been utilized to give suggestions to users ...
A variant SDDP approach for periodic-review approximately optimal pricing of a slow-moving a item in a duopoly under price protection with end-of-life return and retail fixed markdown policy

Yildiz, Baris; Sutcu, Muhammed (Elsevier, 2023)

In this paper, we examine a selling environment where a manufacturer-controlled retailer and an independent retailer sell a slow-moving A item. The manufacturer offers the independent retailer a price protection ...