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1. PREVENTION-OF-LOAN-DEFAULTS-IN-BANKING-THROUGH-MACHINE-LEARNING-TECHNIQUES PREVENTION-OF-LOAN-DEFAULTS-IN-BANKING-THROUGH-MACHINE-LEARNING-TECHNIQUES Public

   This project predicts clients’ suitability to receive bank loans using machine learning. Models such as K-NN, Decision Trees, Logistic Regression, and SVM are employed, optimizing accuracy and mini…

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2. CONTENT-BASED-IMAGE-RETRIEVAL-FOR-ART-MOVEMENT-IDENTIFICATION CONTENT-BASED-IMAGE-RETRIEVAL-FOR-ART-MOVEMENT-IDENTIFICATION Public

   CBIR system for searching artistic images based on 5 methods: color histogram, texture histogram, Bag of Words, CNN (VGG19), and Autoencoder. Uses FAISS for fast searches and provides an intuitive …

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3. ANALYSIS-OF-TRAIN-FREQUENCY-AND-DELAY-PATTERNS-USING-WEB-SCRAPING ANALYSIS-OF-TRAIN-FREQUENCY-AND-DELAY-PATTERNS-USING-WEB-SCRAPING Public

   This project performs an analysis of medium- and long-distance trains from Renfe using web scraping. It collects data on schedules, arrivals, and delays at different stations, which are stored in a…

   Python

4. PANORAMIC-IMAGE-CREATION-USING-OPENCV PANORAMIC-IMAGE-CREATION-USING-OPENCV Public

   This project generates panoramas from multiple images using feature matching techniques (SIFT, BF KNN Matcher) and homography (RANSAC). It includes cylindrical projection to reduce distortions in w…

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5. PREDICTION-OF-HOTEL-RESERVATION-CANCELLATIONS-WITH-DEEP-NEURAL-NETWORKS PREDICTION-OF-HOTEL-RESERVATION-CANCELLATIONS-WITH-DEEP-NEURAL-NETWORKS Public

   This project trains a deep neural network to predict hotel reservation cancellations. Hyperparameters and techniques such as activations, optimization, and regularization are tuned to improve accur…

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6. ATHENS-SUBWAY-ROUTE-OPTIMIZATION-WITH-PYTHON-NETWORKX-TURTLE ATHENS-SUBWAY-ROUTE-OPTIMIZATION-WITH-PYTHON-NETWORKX-TURTLE Public

   This project implements the A* algorithm to find the shortest path between two stations in the Athens subway. It uses the Python libraries NetworkX and Turtle for route calculations and visualizati…

   Python