Comparative Analysis of CatBoost and BiLSTM Models for Day-Ahead Electricity Consumption Forecasting: A Case Study of Aydın, Denizli, and Muğla Regions in Turkey

ELBAŞ Hakan,BİLGİN TURGAY TUGAY , Place of Publication: International Journal of Advanced Natural Sciences and Engineering Researches , 2024

UluslararasıHakemliEndekste taranmıyorÖzgün Makalehttps://as-proceeding.com/index.php/ijanser/article/view/2205

Automated machine learning for fabric quality prediction: a comparative analysis

BİLGİN TURGAY TUGAY,METİN AHMET , Place of Publication: PeerJ Computer Science , 2024

UluslararasıHakemliSCI-ExpandedÖzgün Makalehttps://doi.org/10.7717/peerj-cs.2188

Makine Öğrenmesi Yöntemleri ile GTZAN Veri Kümesine Ait Müzik Türlerinin Sınıflandırılması

ÖZBALCI MEHMET CÜNEYT,ŞAHİN HASAN,BİLGİN TURGAY TUGAY , Place of Publication: Mühendislik Bilimleri ve Araştırmaları Dergisi , 2024

UluslararasıHakemliTR DİZİNÖzgün Makalehttps://doi.org/10.46387/bjesr.1436204

Laptop Price Range Prediction with Machine Learning Methods

KARAKUŞ YASİN,BİLGİN TURGAY TUGAY , Place of Publication: International Journal of Multidisciplinary Studies and Innovative Technologies , 2024

UluslararasıHakemliASOSÖzgün Makalehttps://dergipark.org.tr/tr/download/article-file/3644280

Forecasting urban forest recreation areas in Turkey using machine learning methods

ÖZBALCI MEHMET CÜNEYT,DİKİCİ SENA,BİLGİN TURGAY TUGAY , Place of Publication: Journal of Scientific Reports-A , 2024

UluslararasıHakemliTR DİZİNÖzgün Makalehttps://doi.org/10.59313/jsr-a.1457140

ENHANCING MULTI-CLASS TEXT CLASSIFICATION WITH APRIORI-BASED FEATURE SELECTION

ER MAİDE FEYZA,BİLGİN TURGAY TUGAY , Place of Publication: Middle East Journal of Science , 2024

UluslararasıHakemliTR DİZİNÖzgün Makalehttps://doi.org/10.51477/mejs.1475196

COMPARISON OF MACHINE LEARNING ALGORITHMS FOR HEART DISEASE PREDICTION

BİLGİN TURGAY TUGAY,ABDULHUSSEIN Ayat Bahaa , Place of Publication: İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi , 2024

UluslararasıHakemliASOSÖzgün Makalehttps://doi.org/10.56809/icujtas.1433853

APPLICATION OF ARTIFICIAL INTELLIGENCE TECHNIQUES FOR DEFECT PREVENTION AND QUALITY CONTROL IN ARC WELDING PROCESSES: A COMPREHENSIVE REVIEW

BİLGİN TURGAY TUGAY,Kunduracı Musa Selman,METİN AHMET,doğru merve payar,Nayır Erdal , Place of Publication: Middle East Journal of Science , 2024

UluslararasıHakemliTR DİZİNDerleme Makalehttps://doi.org/10.51477/mejs.1497277

User Reactions About Wildfires on Twitter

YAYLA RIDVAN, BİLGİN TURGAY TUGAY , Place of Publication: Springer International Publishing , 2022

UluslararasıHakemliSCOPUSÖzgün Makalehttp://dx.doi.org/10.1007/978-3-031-01984-5_1

Performance Comparison of Model Storage Formats for Deploying Data Mining Models

YILDIZ ERSİN, BİLGİN TURGAY TUGAY , Place of Publication: Selcuk University Journal of Engineering Sciences , 2022

UluslararasıHakemliEndekste taranmıyorÖzgün Makalehttps://sujes.selcuk.edu.tr/sujes/article/view/581

A New Approach to Minimize Memory Requirements of Frequent Subgraph Mining Algorithms

OĞUZ MURAT,BİLGİN TURGAY TUGAY , Place of Publication: Politeknik Dergisi , 2021

UluslararasıHakemliESCIÖzgün Makalehttps://doi.org/10.2339/politeknik.678921

A Classification Approach with Machine Learning Methods for Technical Problems of Distance Education: Turkey Example

YAYLA RIDVAN, BİLGİN TURGAY TUGAY, ORTAÇ GİZEM , Place of Publication: OPEN PRAXIS , 2021

UluslararasıHakemliESCIÖzgün Makale

Determining of The User Attitudes on Mobile Security Programs with Machine Learning Methods

YAYLA RIDVAN, BİLGİN TURGAY TUGAY , Place of Publication: Slovenian Association Informatika , 2021

UluslararasıHakemliEI: Engineering Index Özgün Makalehttp://dx.doi.org/10.31449/inf.v45i3.3506

Conceptual Design of Python IDE with Embedded Turkish Spoken Chatbot that Analyzes and Corrects the Syntax Errors

BİLGİN TURGAY TUGAY, YAVUZ ERDEM , Place of Publication: European Journal of Science and Technology , 2021

UluslararasıHakemliTR DİZİNÖzgün Makalehttp://dx.doi.org/10.31590/ejosat.1035421

Improving Initial Flattening of Convex-Shaped Free-Form Mesh Surface Patches Using a Dynamic Virtual Boundary

KASAPBAŞI MUSTAFA CEM, BİLGİN TURGAY TUGAY, YAVUZ ERDEM , Place of Publication: COMPUTER SYSTEMS SCIENCE AND ENGINEERING , 2019

UluslararasıHakemliSCIÖzgün Makale

Improving Initial Flattening of Convex-Shaped Free-Form Mesh Surface Patches Using a Dynamic Virtual Boundary

YAVUZ ERDEM,YAZICI RIFAT,KASAPBAŞI MUSTAFA CEM,BİLGİN TURGAY TUGAY , Place of Publication: Computer Systems Science and Engineering , 2019

UluslararasıHakemliSCI-ExpandedÖzgün Makalehttp://dx.doi.org/10.32604/csse.2019.34.339

Web Proxy Log Data Mining System for Clustering Users and Search Keywords

BİLGİN TURGAY TUGAY,aytekin mustafa koray , Place of Publication: Celal Bayar Üniversitesi Fen Bilimleri Dergisi , 2017

UluslararasıHakemliTR DİZİNÖzgün Makale

An improved clustering algorithm for text mining: Multi-cluster spherical K-means

TUNALI VOLKAN,BİLGİN TURGAY TUGAY,ÇAMURCU ALİ YILMAZ , Place of Publication: International Arab Journal of Information Technology , 2016

UluslararasıHakemliSCI-ExpandedÖzgün Makale

Parameter Free Visual Exploration Tool for Mining School Records

BİLGİN TURGAY TUGAY , Place of Publication: International Journal of Engineering Education , 2012

UluslararasıHakemliSCI-ExpandedÖzgün Makale

A data mining approach for fall detection by using k nearest neighbour algorithm on wireless sensor network data

ERDOĞAN ŞENOL ZAFER,BİLGİN TURGAY TUGAY , Place of Publication: IET Communications , 2012

UluslararasıHakemliSCI-ExpandedÖzgün Makale

An efficient preprocessing stage for the relationship based clustering framework

turgay tugay bilgin, ali yılmaz çamurcu , Place of Publication: Intelligent Data Analysis , 2010

UluslararasıHakemliSCI-ExpandedÖzgün Makalehttp://portal.acm.org/citation.cfm?id=1890504

Uyku Sağlığı ile Yaşam Tarzı Arasındaki İlişkinin PCA, Naive Bayes ve Rastgele Orman Ağaçları Yöntemleri ile İncelenmesi ve Karşılaştırılması

AYAN SERKAN,BİLGİN TURGAY TUGAY , Place of Publication: Uluslararası Yönetim Bilişim Sistemleri ve Bilgisayar Bilimleri Dergisi , 2024

UlusalHakemliEndekste taranmıyorÖzgün Makalehttps://doi.org/10.33461/uybisbbd.1415925

Konut Fiyatlarının Tahmini için Polinomsal Regresyon ve Yapay Sinir Ağları Yöntemlerinin Uygulamalı Karşılaştırılması

BİLGİN TURGAY TUGAY, BARUT ZEYNEP , Place of Publication: SDU Journal of Natural and Applied Sciences , 2023

UlusalHakemliTR DİZİNÖzgün Makalehttp://dx.doi.org/10.19113/sdufenbed.1190150

RENK TUTARSIZLIĞI PROBLEMLERİ VE ÇÖZÜMLERİ: BİR ARAŞTIRMA

BİLGİN TURGAY TUGAY, BEKTAŞ KÖSESOY MELİKE, YILMAZ SEÇKİN , Place of Publication: Duzce Universitesi Bilim ve Teknoloji Dergisi , 2023

UlusalHakemliTR DİZİNDerleme Makalehttp://dx.doi.org/10.29130/dubited.1125321

The Investigation of the Success of Different Machine Learning Methods in Breast Cancer Diagnosis

ATEŞ İBRAHİM, BİLGİN TURGAY TUGAY , Place of Publication: Konuralp Medical Journal , 2021

UlusalHakemliTR DİZİNÖzgün Makalehttp://dx.doi.org/10.18521/ktd.912462