Pinned Repositories
Maui
The .NET MAUI Community Toolkit is a community-created library that contains .NET MAUI Extensions, Advanced UI/UX Controls, and Behaviors to help make your life as a .NET MAUI developer easier
Arithmetic-Calculator
Implementation of an Arithmetic Calculator in Java, that performs the basic operations of addition, subtraction, multiplication, division and exponentiation using as basic structure a binary tree.
AVL-tree
Implementation of AVL tree in C++. Each node of the tree contains a string as information. The basic functionalities of the program are the insertion and removal of a node, the preOrder traversal and the check of the balance of each node based on the AVL rules.
Covid-Hospital-Database
Built a database for hospital management and specifically for covid patients.
Fake-News-Detection-using-Machine-Learning
Implement a neural network which predicts fake news in articles. To succeed it, data mining including text extraction from URLs and data preprocess in NLP was implemented. Utilization of LSTM neural network.
Image-Processing-Application
Implementation of a program in Java that processes a given image. The application supports three different types of file formats as input, PPM file, YUV file and PNG files.
Sentimental-Analysis
Implement Sentiment Analysis of IMDB Movie Reviews and Airbnb Reviews in Crete. Various machine learning techniques used, such as Logistic Regression, Multinomial Naive Bayes, Random Forest, AdaBoost, SVM Classifier and neural networks.
Stock-Prediction-using-Machine-Learning
Examination of various Deep Learning techniques (such as LSTM Neural Networks, XGBoost, SVM, Random Forest) and automated machine learning frameworks (AutoTS). Their application on Time Series forecasting and Stock Prediction was analysed and many state-of-the-art models were compared in terms of accuracy.
xrysanwlh's Repositories
xrysanwlh/Fake-News-Detection-using-Machine-Learning
Implement a neural network which predicts fake news in articles. To succeed it, data mining including text extraction from URLs and data preprocess in NLP was implemented. Utilization of LSTM neural network.
xrysanwlh/Sentimental-Analysis
Implement Sentiment Analysis of IMDB Movie Reviews and Airbnb Reviews in Crete. Various machine learning techniques used, such as Logistic Regression, Multinomial Naive Bayes, Random Forest, AdaBoost, SVM Classifier and neural networks.
xrysanwlh/Stock-Prediction-using-Machine-Learning
Examination of various Deep Learning techniques (such as LSTM Neural Networks, XGBoost, SVM, Random Forest) and automated machine learning frameworks (AutoTS). Their application on Time Series forecasting and Stock Prediction was analysed and many state-of-the-art models were compared in terms of accuracy.
xrysanwlh/Arithmetic-Calculator
Implementation of an Arithmetic Calculator in Java, that performs the basic operations of addition, subtraction, multiplication, division and exponentiation using as basic structure a binary tree.
xrysanwlh/AVL-tree
Implementation of AVL tree in C++. Each node of the tree contains a string as information. The basic functionalities of the program are the insertion and removal of a node, the preOrder traversal and the check of the balance of each node based on the AVL rules.
xrysanwlh/Covid-Hospital-Database
Built a database for hospital management and specifically for covid patients.
xrysanwlh/Image-Processing-Application
Implementation of a program in Java that processes a given image. The application supports three different types of file formats as input, PPM file, YUV file and PNG files.