Giorgos Atmatzidis's repositories
R-Star-Tree
Implementation of R*-tree for spatial data organisation and processing.
AirSim-DataCollection
Python scripts that flies a drone in AirSim environment and generates data.
CRC
Cyclic redundancy check for binary messages.
Data-Structures
Implementation of basic data structures written in C++.
Exam-Scheduling
An exam scheduling program written in SWI-Prolog.
Formula-1-Ontology
A RDFS and OWL ontology domain for Formula 1.
Greek-Parliament-Search-Engine
A search engine for the speeches of the Greek Parliament from the years 1989 to 2020.
LetterGame
LetterGame implemented in PDDL for academic purposes for NCO-04-02 : Artificial Intelligence
Online-Anomaly-Detection-Root-Cause-Analysis
Master Thesis: Online Anomaly Detection and Root Cause Analysis. A system based on Apache Kafka and Flink
OutliersDetection
This project utilizes Apache Spark for outlier detection on 2D point data, employing the K-means clustering algorithm. The K-means algorithm is leveraged to group normal data points, and outliers are identified based on their deviation from the established clusters.
Survey-Distributed-Machine-Learning
This is a bibliography survey upon Distributed Machine Learning. The survey contains algorithmic selections and architectures that can facilitate distributed learning on ML models. There is also a part that presents MLlib, a ML library from Apache Spark for distributed ML implementations.
Numerical-Analysis
Python scripts referring to methods of numerical analysis.
Request-Reply-Messaging-App
Request-Reply Messaging App using RMI Technology.
Routing-Algorithms
Routing Algorithms for Operating Systems
WaterColorSort
Implementation of Water Color Sort problem and BFS algorithm for its solution.