Pinned Repositories
Joining-two-relationships-in-Scala-Spark
In this project we will try to read two relationships from a csv file, and we will try to join them using 6 automated and manually ways
Joining-two-tables-in-HBase-with-Java
Two tables are created in Hbase and are populated with dummy data. Then these tables are being joined in a third one. There is code in this project that does the low-level communication with HBase that my be used to other projects as well.
Stream-Based-Distributed-ALOCI
In this work, we concentrate on enabling the Approximate LOCI algorithm (density-based anomaly detection) to both work in a distributed way and to incrementally process batches of an input stream. The algorithm is implemented in Scala leveraging the Apache Spark framework.
Stream-Based-Distributed-exactStorm
Distributed implementation of the exactStorm algorithm (distance-based anomaly detection) using Scala and Spark framework
text-reviews-to-rating-stars
Using Machine Learning techniques (primarily deep learning), we will create a model that provided a text input (eg. a review for a restaurant) will give us a rating in the form of [1-5] stars.
TripAgenda-Data-Collector
This application collects and aggregates data from Facebook, Foursquare and Google APIs, regarding information about Venues. Then stores them in a MongoDB.
TripAgenda-Front-End-Application
Trip planning application written on AngularJS based on information collected from social medias. It's a simple UI that uses information gathered from TripAgenda Data Collector project.
Ioankall's Repositories
Ioankall/Stream-Based-Distributed-ALOCI
In this work, we concentrate on enabling the Approximate LOCI algorithm (density-based anomaly detection) to both work in a distributed way and to incrementally process batches of an input stream. The algorithm is implemented in Scala leveraging the Apache Spark framework.
Ioankall/Joining-two-relationships-in-Scala-Spark
In this project we will try to read two relationships from a csv file, and we will try to join them using 6 automated and manually ways
Ioankall/Joining-two-tables-in-HBase-with-Java
Two tables are created in Hbase and are populated with dummy data. Then these tables are being joined in a third one. There is code in this project that does the low-level communication with HBase that my be used to other projects as well.
Ioankall/Stream-Based-Distributed-exactStorm
Distributed implementation of the exactStorm algorithm (distance-based anomaly detection) using Scala and Spark framework
Ioankall/text-reviews-to-rating-stars
Using Machine Learning techniques (primarily deep learning), we will create a model that provided a text input (eg. a review for a restaurant) will give us a rating in the form of [1-5] stars.
Ioankall/TripAgenda-Data-Collector
This application collects and aggregates data from Facebook, Foursquare and Google APIs, regarding information about Venues. Then stores them in a MongoDB.
Ioankall/TripAgenda-Front-End-Application
Trip planning application written on AngularJS based on information collected from social medias. It's a simple UI that uses information gathered from TripAgenda Data Collector project.