Assessing the Feasibility of Integrating Renewable Energy: Decision Tree Analysis for Parameter Evaluation and LSTM Forecasting for Solar and Wind Power Generation in a Campus Microgrid
IEEE Access, No. 11, Ekim 2023, s. 124690-124708, ISSN: 2169-3536
FADOUL FATHİ FARAH,A. HASSAN ABDOULAZİZ,ÇAĞLAR RAMAZAN
|
A COMPARATIVE ANALYSİS USİNG TECHNİCAL İNDİCATORS AND LSTM, Bİ-LSTM, GRU AND TRANSFORMER MODELS TO PREDICT STOCK PRICE CHANGE
6. BİLSEL INTERNATIONAL WORLD SCIENCE AND RESEARCH CONGRESS, İstanbul/TÜRKİYE, 28 Aralık 2024
ELCÜMAN HÜSEYİN,ERGÜN MEHMET ALİ
|
The comparison of ARIMA and LSTM in forecasting of long-term surface movements derived from PSINSAR
SPIE 2023 Conference, 20 Ağustos 2023
YAĞMUR AYDIN NUR, MUSAOĞLU NEBİYE
|
A high-accuracy ionospheric foF2 critical frequency forecast using long short-term memory LSTM
Environmental Data Science, Vol. 3, Ocak 2024, ISSN: .
YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
|
A comparison of LSTM and GNN based session recommendation systems
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2021
ÇAĞRI EMRE YILDIZ
|
Characterization and modeling of negative-biastemperature instability in 40 NM CMOS technologythrough long short-term memory (LSTM) networks
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
FİKRET BAŞAR GENCER
|
Deep learning approaches for hailstorm detection and forecasting using CNN and LSTM algorithms: Comparative evaluation of radar products
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
NAHİT ÇATMADIM
|
LSTM-based learning of automata models for production line operations
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
IYAS MOHAMMAD IBRAHEEM ALTALAFHA
|
Core network anomaly detection using the LSTM model and comparison with various unsupervised learning methods
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
SAMED ÇALIK
|
Integrating multi-input data in CNN-LSTM models for AI-based cooking termination in smart ovens
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
EBRAR ÖMER
|
Enhancing photovoltaic system performance through NARX-LSTM forecasting and neuro-controller based MPPT techniques
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
OUBAH ISMAN OKIEH
|
LSTM-based learning of automata models for production line operations
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
IYAS MOHAMMAD IBRAHEEM ALTALAFHA
|
The effects of 2D-H wave directionality on LSTM deep learning predictions of the random 1D-H sea state
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
EMİNE ERSİN
|
A comparative analysis of LSTM and lıghtgbm models in short-term electricity load forecasting: a case study from türkiye
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
MUHAMMET FURKAN BAYSAL
|
LSTM-based prediction of PM2.5 and PM10 air pollution: A case study of İstanbul, Turkiye
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
OMAR WISAM AHMED AL-QAYSI
|
A comparatıve analysıs of LSTM and XGBoost methods for day ahead electrıcıty prıce forecastıng
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2020
CAHİT URAL KÜKNER
|
A COMPARATIVE ANALYSIS USING TECHNICAL INDICATORS AND
LSTM, BI-LSTM, GRU AND TRANSFORMER MODELS TO PREDICT
STOCK PRICE CHANGE
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
HÜSEYİN ELCUMAN
|
Telekomünikasyon Merkezi Şebekelerinde LSTM Model ile Anomali Tespiti,Tahminlemesi ve Bazı Denetimsiz Öğrenme Metotları ile Kıyaslanması
22. Uluslararası Bilimsel Araştırmalar Kongresi - Fen ve Mühendislik, Ankara/TÜRKİYE, 8 Mart 2025
ÇALIK SAMED,ERGÜN MEHMET ALİ
|
Transfer learning for state of charge estimation across batteries and chemistries: a lightweight, physics-guided LSTM with regime-aware temporal attention and staged adaptation
Ionics, Kasım 2025, ISSN: 0947-7047
ÖZARSLAN EBUBEKİR BUĞRA,KURŞUN SENEM
|
Performance and Computational Efficiency Comparison of LSTM and GRU Networks for Sign Language Recognition
47th LISBON International Conference on “Science, Engineering, Technology & Healthcare” (LSETH-23), Lizbon/PORTEKİZ, 6 Şubat 2023
ÇETİNKAYA İBRAHİM, ÖLMEZ TAMER
|