P2-0209 — Annual report 2013
1.
Orange: data mining toolbox in Python

Members of the Bioinformatics Laboratory are main developers of the open source system data mining suit Orange (http://orange.biolab.si) [F.06]. We are developing the core components of Orange and also a set of extensions for bioinformatics. Orange is widely used in practical applications (biomedicine [G.08], consulting for industry [G.02.03]) and also for teaching artificial intelligence and decision support systems [G.01]. The paper reports about its scripting part, which can be accessed through the interface for programming language Python.

F.06 Development of a new product

COBISS.SI-ID: 10118740
2.
Victory at the international EvAAL competition (Evaluating AAL Systems through Competitive Benchmarking)

The long-term goal of the EvAAL competition is the evaluation of ambient-assisted-living (AAL) systems. A task common to many such systems is activity recognition, which is why one of the competition tracks in 2013 was dedicated to it. We entered the competition with the RAReFall system, which uses two accelerometers sewn into the clothing on the thigh and chest. We achieved high scores in all criteria: the accuracy and speed of recognition, user acceptance, installation complexity and interoperability with other AAL systems, resulting in our victory.

E.02 International awards

COBISS.SI-ID: 27095335
3.
Multi-level association rules and directed graphs for spatial data analysis

We propose a methodology that upgrades the methods of the Lagrangian analysis of surface sea-water parcels...

F.17 Transfer of existing technologies, know-how, methods and procedures into practice

COBISS.SI-ID: 2761807