Research Studio

Data Science

Research Studio Data Science deals with data analyses,
machine learning and artificial intelligence.

Projects

Publikationen

Team

What are we working on and what can we offer?

What we are working on and what we can offer?

We accompany our customers and partners on their digital innovation journey and support them with our expertise. Together we create customized solutions for the growth of your digital business.

Acceleration of business processes

Use AI for process automation
Implement machine learning and NLP tools
Real-time visual inspection

Creation of digital business solutions

Advanced digital solutions for health, patent and business data
Derive benefits and deep insights from Big Data
Unleash the hidden power of (your) business data

Our offer…

Development of interoperability solutions from your company
Analyze and interpret data to improve the sustainability of your business

Public code repositories:

PrototAIp: a platform for rapid prototyping and experimentation in the fields of data science, artificial intelligence and machine learning. The platform offers a dynamic programming environment with Jupyter notebooks and has a large selection of state-of-the-art software libraries for data science pre-installed. The source code is available here:

Repository for platform setup: https://github.com/Researchstudio-DSc/prototAIp
Installable Notebook: https://github.com/Researchstudio-DSc/prototAIp-notebook
Dockerized, installable image on DockerHub: https://hub.docker.com/r/michaelbochrsa/prototaip-notebook

https://hub.docker.com/r/michaelbochrsa/prototaip-notebook
TRUSTS: This project aimed to develop a secure and trustworthy data market for the exchange and trading of data (https://www.trusts-data.eu/). We were responsible for interoperability and also developed a client to communicate with a blockchain component for smart contracts. The source code is available here:

Interoperability prototype: https://github.com/Trusts-eu/interoperability
Smart contract client: https://github.com/Trusts-eu/smart-contract-client

CURRENT PROJECTS

Maria Prchal2024-11-18T11:22:39+01:00

KoDiCare

When evaluating a search engine, you need to test it under specific conditions—this includes picking certain ways of measuring performance, datasets and evaluation metrics. But the choice of these testing conditions is often made without a transparent reason. Also, no one usually measures what happens if you change these conditions. This is where the Kodicare-project comes in.

Patrick Junghuber2021-11-17T15:18:05+01:00

TIM Expert consultation Hublz

Hublz is an art and culture platform that provides a profitable intermediation service for the industry as well as for the end consumer.

Patrick Junghuber2021-08-25T10:59:29+02:00

PMA

In the field of fraud prevention, the procedures of predictive analytics represent an essential and established approach.

NEWS FROM THE STUDIO

Anti-Aging for AI: the challenge of building time-resistant models for CLEF 2024

Data changes all the time, so how can information retrieval systems like search engines, trained on older data sets, keep up without losing effectiveness. This is what the researchers in the Kodicare project looked into at the CLEF 2024 LongEval shared task.

Studio Data Science Phd-candidate joins Austria’s first symposium on AI and robotics

Researcher Alaa El-Ebshihy was part of the first symposium on AI and robotics in Austria "AIRoV" in Innsbruck. The presentation of one of her articles was also on the programme: it deals with the challenges of so-called "scientific knowledge graphs" and possible solutions.

Easier planning for teachers thanks to Teachino and SDIS-project

Teachino supports teachers with organising their lessons via an app. A project by the RSA FG's SDIS studio aims to adapt the language model of the Teachino app so that it is an even bigger help in planning lessons.

Mehr Beiträge aus dem Studio