About Interactive hand-drawn shape classifier built from scratch using Python and NumPy. Implements Linear Perceptron and Logistic Regression algorithms with a real-time Gradio web interface.

Abstract: Brain tumor classification plays a crucial role in early diagnosis and treatment planning. Magnetic Resonance Imaging (MRI) provides detailed structural information, but the high-dimensional ...

Multiple ANN architectures and hyperparameter configurations were systematically evaluated to identify the optimal network topology for classification. Results: The optimized ANN model demonstrated ...

Abstract: Ransomware is malicious software that either encrypts users' files or locks the user out of their device, demanding vast amounts of money to give back access to the user. It causes enormous ...