While multiple machine learning (ML) algorithms offered similar predictive performance, the cost-effective analysis revealed ...

Understanding how cities grow is vital for shaping sustainable urban futures—but mapping the true extent of urban expansion ...

Additionally, our proposed model optimizes the features using a genetic algorithm. Optimal feature selection performances a crucial role in this domain, enhancing the overall accuracy of the document ...

Next, we propose 294 size-based and direction-based features that can be used with AI-FlowDet to evaluate flow type classification performance. Every experiment leverages different machine learning ...

├── AKIS_SEMASI_FLOWCHART/ # Project flowcharts and visual diagrams ├── FTIR_DATA/ # FTIR-based spectral data for classification ├── KODLAR/ # Python scripts and Jupyter notebooks ├── MAKale/ # ...