Computational Science and Engineering at TU Wien

Mentors: Student: Medha

<p>Multi-Class Classification is a central task in data mining there are a variety of classifiers that compute scores of the samples to belong to the classes. The aim is to deliver a product that will be used to analyse the classification algorithms, find sources of classification errors and reducing errors using available data features. This involves evaluating performance of classifiers using Interactive Visualizations and providing the users with useful and reproducible information about classification Data. Back-end plugins for WEKA, RapidMiner, KNIME and R to acquire and export classification data to front-end that produce visualizations using web technologies (D3.js) in form of stacked bar charts and confusion matrix, which will easy, intuitive and high quality implementation to interactively select certain samples in the visualization for further investigation and detailed feature analysis run in default browser to provide platform independent functionality. A guide and documentation for all the code for easy installation, usage, interpretation of results and further extension of project related to this tool in the form of a web-page will be a part of this project.</p>

Mentors: Student: ankit_m

<p>The focus of my project is to make the process of learning a new language less intrusive for a user. This involves two primary changes to the existing Mind the World Chrome extension - UI revamp and enhancing the core functionalities. User interface and user experience play a critical role in learning anything. The first part of the project will build a completely new Material UI for all the views of the extension viz. Popup, Translation settings, Advanced settings and Contribute pages.</p> <p>The second part of the project is to improvise the core functionality of the extension. This involves the following -</p> <ul> <li>Dispersed word translation</li> <li>Complete sentence translations</li> <li>Support for Google and Bing Translate</li> <li>Easy whitelisting of words and websites</li> <li>Automated deferring of translation for words and websites</li> </ul> <p>All these features simplify the user’s learning experience and work towards achieving the aim of Mind the Word i.e. to provide an immersive language learning experience.</p>

Mentors: Student: PratyushTalreja

<p>Colibri provides a platform for smart building energy management. Semantics about the building, the building automation systems, other energy-consuming or energy-producing devices, and the environment are used to elaborate optimization strategies. Basically, simulation for the behaviour of the building automation system is performed. Simulation is done by designing individual components and their interconnection is then simulated using MATLAB Simulink. A Java-based connector is implemented in this project so as to link the simulation to the Colibri platform. This component(connector) should be able to read values from and write values to the running MATLAB Simulink simulation. These data exchanges are then sent to Colibri semantic core.</p>

Mentors: Student: goJoWe16

<p>The OBIX Connector is intended to connect the OASIS OBIX platform to Colibris semantic interface. The Colibri smart energy management system will be able to subscribe to different resources in building automation systems behind an OBIX gateway. This enables the system to gather specific information from these resources. Therefore, the connector and its REST binding for OBIX will be implemented and packed into an independent OSGi bundle in the Colibri system. The connector will provide technology-independent and generic communication with building automation resources. It will also simplify the communication and interconnection between Colibri and high-level integration OBIX gateways as subsystems behind the OBIX gateways are hidden and encapsulated form the Colibri semantic interface.</p>

Mentors: Student: PrateekGupta1509

<p>The project aims at developing extensions for multiple browser which allows a user to use the extension for most of leading map services, the extension would calculate and show Travel Cost and CO2 Emission for different routes to their location on the map while taking into consideration the type, speed and age of the vehicle.</p>