Monitoring Network Evolution using MDL. (2008)
Ferlez, Jure, Faloutsos, Christos, Leskovec, Jure, Mladenić, Dunja, Grobelnik, Marko
Given publication titles and authors, what can we say about the evolution of scientific topics and communities over time? Which communities shrunk, which emerged, and which split, over time? And,...
Machine learning for resolving researcher affiliation (2007)
Sterk, Marjan, Vladusic, Damijel, Milosevic, Eva, Ferlez, Jure, Mladenić, Dunja, Grobelnik, Marko
This paper describes the Institution Finder, an approach to develop a simple web mining procedure to find the internet domain of the institution(s) that a given researcher is affiliated with. The...
IST World – machine learning and data mining at work (2006)
This paper is an overview of practical machine learning and data mining solutions used in the IST World portal (http://www.ist-world.org/). IST World portal is a customized data mining application...
Extending IST World database with Serbian research publications, (2006)
Radovanovic, Milos, Ferlez, Jure, Mladenić, Dunja, Grobelnik, Marko, Ivanovic, Mirjana
This paper describes an effort of using knowledge technologies to gain insights into research activity, by exploiting publicly available information on research publications. The specificity of this...