Author: Bostjan

Publication

ECAI 2012: Confidence – Ubiquitous Care System to Support Independent Living (Demo)

Authors: M. Luštrek, B. Kaluža, B. Cvetkovic, E. Dovgan, H. Gjoreski, V. Mirchevska, and M. Gams European Conference on Artificial Intelligence 2012 Abstract The Confidence system aims at helping the elderly stay independent longer by detecting falls and unusual movement, which may indicate a health problem. The system uses location sensors and wearable tags to …

Projects

Robi Bot: Conversational Agent Platform

Robi is a conversational agent that uses Slovene natural language in web-based dialogs. It can talk about general topics such as weather, personal questions, horoscope etc., and specialized topics. Typical applications are: website navigation by guiding visitors to relevant portions of websites; responding to customers’ questions about services and products; guided selling by providing answers …

Projects

Confidence: Ubiquitous Care System to Support Independent Living

Confidence system

The Confidence system aims at helping the elderly stay independent longer by detecting falls and unusual movement which may indicate a health problem. The system uses location sensors and wearable tags to determine the coordinates of the user’s body parts, and an accelerometer to detect fall impact and movement. Machine learning is combined with domain …

Research

Suspicious Pattern Detection

In many multiagent domains, no single observation event is sufficient to determine that the behavior of individuals is suspicious. Instead, suspiciousness must be inferred from a combination of multiple events, where events refer to the individual’s interactions with other individuals. Hence, a detection system must employ a detector that combines evidence from multiple events, in …

Research

Multimodal Sensor Integration

The main focus of this study was how to combine the output of specific intelligent sensors, which are able to decide on their own if a situation is alarming or not. We presented a fusion approach that constructs a situational awareness from different sensors and uses a Bayesian network for final reasoning. We built a …

Projects

Slovene-English Computer Dictionary

Computer Dictionary (Slovene: računalniški slovarček) is a web edition of two-way English-Slovene dictionary of words related to computer science. The purpose of the dictionary is to ensure centralized collection of computer science related words in a spirit of perserving Slovene expressions. Currently, it comprehends over 11.000 words. The dictionary is wiki-based, therefore everyone can contribute. …

Projects

CIVaBiS: An Advanced Biometric Access Control System

Biometric and smart card access points are increasingly becoming equipped with additional input sensors, integrated intelligent video surveillance systems and advanced intelligent methods that learn from experience. We have designed a flexible modular system based on integration of arbitrary access control sensors and an arbitrary number of stand-alone modules. The system was tested with four …