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2025
Neural network models with different input: An application on stock market forecasting
Mathematical Modeling and Computing
2025
Optimizing Machine Learning Models for Urban Sciences: A Comparative Analysis of Hyperparameter Tuning Methods
Urban Science
2025
Factors affecting housing prices in Kadiköy (Istanbul): integration of MGWR and Space Syntax analysis
International Journal of Housing Markets and Analysis
2025
A Hybrid Machine Learning Model Architecture with Clustering Analysis and Stacking Ensemble for Real Estate Price Prediction
Computational Economics
2025
Efficient Hyperparameter Optimization Using Metaheuristics for Machine Learning in Truss Steel Structure Cross-Section Prediction
Buildings
2025
Automatic head and neck tumor segmentation through deep learning and Bayesian optimization on three-dimensional medical images
Computers in Biology and Medicine
2025
Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and Tissues
Journal of Imaging
2025
CatBoost algoritmasının taşınmaz değerlemede kullanımı: Bayesian hiperparametre optimizasyonu ile karşılaştırmalı analiz
Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi
2025
2025 5th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
2025
Real estate decision-making: precision in price prediction through advanced machine learning algorithms
International Journal of Housing Markets and Analysis
2025
What is the “best” way to measure the relative location variables in the market value assessment? An econometric method applied to an Italian case study
Land Use Policy
2025
Enhancing machine learning performance in cardiac surgery ICU: Hyperparameter optimization with metaheuristic algorithm
PLOS ONE
2025
Optimization of Microgrid Dispatching by Integrating Photovoltaic Power Generation Forecast
Sustainability
2024
2024 5th International Conference on Smart Electronics and Communication (ICOSEC)
2024
The Impacts of Open Data and eXplainable AI on Real Estate Price Predictions in Smart Cities
Applied Sciences
2024
IoT and AI in Agriculture
2024
Investigating the Correlation between Air Pollution and Housing Prices in Seoul, South Korea: Application of Explainable Artificial Intelligence in Random Forest Machine Learning
Sustainability
2024
PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE OF THE POLYMER PROCESSING SOCIETY (PPS-38)
2024
Identifying the Current Status of Real Estate Appraisal Methods
Real Estate Management and Valuation
2024
Hiper-optimize edilmiş makine öğrenim teknikleri ile taşınmaz değerlemesi, Yozgat Kenti örneği
Geomatik
2024
Finetuning Analytics Information Systems for a Better Understanding of Users: Evidence of Personification Bias on Multiple Digital Channels
Information Systems Frontiers
2024
Comparison of machine learning and electrical resistivity arrays to inverse modeling for locating and characterizing subsurface targets
Journal of Applied Geophysics
2024
Neural networks and linear models in real estate appraisal: the impact of sets selection procedures
Valori e Valutazioni
2023
A hybrid of RainNet and genetic algorithm in nowcasting prediction
Earth Science Informatics
2023
The Effect of Outlier Detection Methods in Real Estate Valuation with Machine Learning
İzmir Sosyal Bilimler Dergisi
2023
“Location, Location, Location”: Fluctuations in Real Estate Market Values after COVID-19 and the War in Ukraine Based on Econometric and Spatial Analysis, Random Forest, and Multivariate Regression
Land
2023
Adaptive tourism forecasting using hybrid artificial intelligence model: a case study of Xi’an international tourist arrivals
PeerJ Computer Science
2023
The Prediction of Low-Rise Building Construction Cost Estimation Using Extreme Learning Machine
Advances in Technology Innovation
2023
RHPMF: A context-aware matrix factorization approach for understanding regional real estate market
Information Fusion
2023
WORLD MULTIDISCIPLINARY CIVIL ENGINEERING-ARCHITECTURE-URBAN PLANNING SYMPOSIUM WMCAUS 2022
2022
Human Posture Detection Using Image Augmentation and Hyperparameter-Optimized Transfer Learning Algorithms
Applied Sciences
2022
A self-adaptive deep learning model for building electricity load prediction with moving horizon
Machine Learning with Applications
2022
Lecture Notes in Networks and Systems
2022
2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS)
2022
Lecture Notes in Networks and Systems
2022
Data Augmentation and Deep Learning Methods in Sound Classification: A Systematic Review
Electronics
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