PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Dunja Mladenić

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Number of EPrints submitted by this user: 59

A RULE BASED APPROACH TO WORD LEMMATIZATION
Joel Plisson, Nada Lavrac and Dunja Mladenić
In: SiKDD 2004 at multiconference IS-2004, 12-15 October, Ljubljana, Slovenia.

A Roadmap for Web Mining: From Web to Semantic Web
Bettina Berendt, Andreas Hotho, Dunja Mladenić, Myra Spiliopoulou and Gerd Stumme
In: Web Mining: From Web to Semantic Web Lecture Notes in Computer Science , Series : Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence , Vol. 3209 (Lecture Notes in Artificial Intelligence , Vol. 3209). (2004) Springer-Verlag Heidelberg , Berlin; Heidelberg; New York:Springer , pp. 1-22. ISBN 3-540-23258-3

Subgroup discovery techniques and applications
Nada Lavrac
In: PAKDD 2005, 18-20 May 2005, Hanoi, Vietnam.

Simple classification into large topic ontology of Web documents
Marko Grobelnik and Dunja Mladenić
In: ITI 2005, 20-24 June, Cavtat, Croatia.

Radon in soil gas : how to identify anomalies caused by earthquakes
Boris Zmazek, Mladen Zivcic, Ljupco Todorovski, Saso Dzeroski, Janja Vaupotic and Ivan Kobal
Applied geochemistry Volume 20, pp. 1106-1119, 2005.

Supporting a public health care virtual organization by knowledge technologies
Mitja Jermol, nada lavrac, Tanja Urbancic and Tadeja Kopac
In: Virtual enterprises and collaborative networks : IFIP 18th World Computer Congress, TC5/WG5.5, 5th Working Conference on Virtual Enterprises, Toulouse, France(2004).

Automatic construction of concept hierarchies : the case of foliage-dwelling spiders
Martin Znidarsic, Aleks Jakulin and Saso Dzeroski
In: The Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), Bled, Slovenia(2004).

Applying discrete PCA in data analysis
Wray Buntine and Aleks Jakulin
In: AUAI 2004, Arlington, Virginia(2004).

Classification of different types of coronas using parametrization of images and machine learning
Igor Kononenko, Matjaz Bevk, Aleksander Sadikov and Luka Sajn
In: Measuring energy fields : state of the science GDV bioelectrography series , GDV bioelectrography series, vol. 1 (vol. 1). (2003) Fair Lawn: Backbone , pp. 193-208.

Automated Knowledge Discovery in Advanced Knowledge Management
Marko Grobelnik and Dunja Mladenić
Journal of Knowledge Management Volume 9, Number 5, pp. 132-149, 2005.

Next Generation Knowledge Access
John Davies, Alistair Duke, Nick Kings, Dunja Mladenić, Kalina Bontcheva, Miha Grcar, Jesus Contreras, Mercedes Blazquez Civico and Tim Glover
Journal of Knowledge Management Volume 9, Number 5, pp. 64-84, 2005.

Challenges and Creativity in IT Research
Dunja Mladenić
In: CWIT 2005, June 12-14, Baltimore, USA.

Building minority language corpora by learning to generate web search queries
Rayid Ghani, Rosie Jones and Dunja Mladenić
Knowledge and information systems Volume 7, pp. 56-83, 2005.

Visualizing very large graphs using clustering neighborhoods
Dunja Mladenić and Marko Grobelnik
In: Local pattern detection : international seminar : Dagstuhl Castle Lecture notes in computer science : Lecture notes in artificial intelligence , 3539 . (2005) Springer , Berlin; Heidelberg; New York: , pp. 89-97.

to preserve Slovenian digital heritage
Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic
In: and knowledge economy: issues, applications, case studies Lecture notes in artificial inteligence, Lecture notes in computer science . (2005) IOS Press , Amsterdam , pp. 993-998.

Summarization and visualization
Dunja Mladenić and Marko Grobelnik
In: Text mining and its applications to intelligence, CRM and knowledge management Advances in management information , 2 . (2005) WIT , Southampton; Boston , pp. 131-143.

New media and knowledge management
Nada Lavrac, Mitja Jermol, Tanja Urbancic and Dunja Mladenić
(2005) Other. Jožef Stefan International Postgraduate School: Jožef Stefan Institute, Ljubljana, Slovenia.

Web mining
Marko Grobelnik and Dunja Mladenić
In: Advanced course on knowledge technologies, 25 Jun - 8 July 2005, Ljubljana, Slovenia.

Text mining in action
Dunja Mladenić
In: 29th Annual Conference of the German Classification Society, March 9-11 2005, Magdeburg, Germany.

Applying collaborative filtering to real0life corporate data
Miha Grcar, Dunja Mladenić and Marko Grobelnik
In: 29th Annual Conference of the German Classification Society, 9-11 March 2005, Magdeburg, Germany.

Text classification with active learning
Blaz Novak, Dunja Mladenić and Marko Grobelnik
In: 29th Annual Conference of the German Classification Society, March 9-11, 2005, Magdeburg, 9-11 March 2005, Magdeburg, Germany.

Subgroup discovery techniques and applications
Nada Lavrac
In: PAKDD 2005, 18-20 May 2005, Hanoi, Vietnam.

Data mining
Nada Lavrac
(2005) Documentation. Institut "Jožef Stefan", Ljubljana, Slovenia.

Rule induction
Nada Lavrac
In: Advanced course on knowledge technologies, 27 Jun - 5 July 2005, Ljubljana, Slovenia.

Resource modeling and analysis of regional public health care data by means of knowledge technologies
Nada Lavrac, Marko Bohanec, Aleksander Pur and Bojan Cestnik
In: AIME 2005, 23-27 July 2005, Aberdeen, UK.

Data mining for decision support : an application in public health care
Aleksander Pur, Marko Bohanec, Bojan Cestnik and Nada Lavrac
In: IEA/AIE 2005, 22-24 June 2005, Bari, Italy.

Local patterns : theory and practice of constraint-based relational subgroup discovery
Nada Lavrac, Filip Zelezni and Saso Dzeroski
In: Local pattern detection : international seminar : Dagstuhl Castle, 12-16 April 2004, Germany.

Initiative to preserve Slovenian digital heritage
Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic
In: and knowledge economy: issues, applications, case studies Lecture notes in artificial inteligence, Lecture notes in computer science . (2005) IOS Press , Amsterdam , pp. 993-998.

Feature Selection for Dimensionality Reduction
Dunja Mladenić
In: Subspace, latent structure and feature selection : statistical and optimization perspectives workshop, SLSFS Lecture notes in computer science , 3940 . (2006) Springer , Berlin; Heidelberg , pp. 84-102.

A lemmatization web service based on machine learning techniques
Joel Plisson, Dunja Mladenić, Nada Lavrac and Tomaz Erjavec
In: 2nd Language and Technology Conference, 21-23 April 2005, Poznan, Poland.

Genre document classification using flexible length phrases
Daniel Radosevic, Jasminka Dobsa, Dunja Mladenić, Miroslav Novak and Zlatko Stapic
In: 17th International Conference on Information and Intelligent Systems, 20-22 Sep 2006, Varazdin, Croatia.

Using DMoz for constructing ontology from data stream
Marko Grobelnik, Janez Brank, Dunja Mladenić, Blaz Novak and Blaz Fortuna
In: International Conference on Information Technology Interfaces, 19-22 Jun 2006, Cavtat,Dubrovnik, Croatia.

Flexible length phrases in document classification
Daniel Radosevic, Jasminka Dobsa and Dunja Mladenić
In: 28th International Conference on Information Technology Interfaces, 19-22 Jun 2006, Cavtat, Dubrovnik, Croatia.

Automated extraction and structuring of competencies from unstructured company data : two case studies
Nada Lavrac, Peter Ljubic, Dunja Mladenić and Joel Plisson
In: International Conference Applied Statistics 2005, 18-21 Sep 2005, Ribno (Bled), Slovenia.

Text mining - machine learning on document
Dunja Mladenić
In: Text mining and Encyclopedia of data warehousing and mining Hershey [etc.] . (2006) Idea Group Reference , pp. 1109-1112.

Knowledge discovery for ontology construction
Marko Grobelnik and Dunja Mladenić
In: Semantic web technologies: trends and research in ontology-based systems (2006) John Wiley and Sons , Chichester , pp. 9-27.

APRIORI-SD : adapting asociation rule learning to subgroup discovery
Branko Kavsek and Mitja Jermol
Applied Artificial intelligence Volume 20, Number 7, pp. 543-583, 2006.

Subgroup discovery : an experiment in functional genomics
Mitja Jermol and Dragan Gamberger
Inform. med. slov Volume 11, Number 1, pp. 46-51, 2006.

Propositionalization-based relational subgroup discovery with RSD
Filip Zelezni and Nada Lavrac
Machine Learning Journal Volume 62, Number 1-2, pp. 33-63, 2006.

Automated structuring of company profiles
Peter Ljubic, Nada Lavrac, Dunja Mladenić, Joel Plisson and Igor Mozetic
Metodoloski zvezek Volume 3, Number 2, pp. 369-380, 2006.

Resource modeling and analysis of regional public health care data by means of knowledge technologies
Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Mitja Jermol, Tanja Urbancic, Marko Debeljak, Branko Kavsek and Tadeja Kopac
In: AIME Lecture notes in computer science, Lecture notes in artifical intelligence Lecture notes in artifical intelligence , 3581 (3581). (2006) Springer , Berlin; Heidelberg; New York , pp. 414-418.

Relational subgroup discovery for descriptive analysis of microarray data
Igor Trajkovski, Filip Zelezni, Jakub Tolar and Nada Lavrac
In: Computational life sciences II : second international symposium, CompLife 2006 (2006) Berlin; Heidelberg; New York: Springer , Cambridge, UK , pp. 89-96.

Enhancing human choice by information technologies
Tanja Urbancic, Olga Stepankova and Nada Lavrac
In: Social informatics: an information society for all? : in remembrance of Rob Kling (2006) New York (NY): Springer , New York , pp. 255-264.

Relation descriptive analysis of gene expression data
Igor Trajkovski, Filip Zelezni, Nada Lavrac and Jakub Tolar
In: 2006 : proceedings of the Third Starting AI Researchers' Symposium, 10-13 Avg 2006.

Data mining in medicine
Nada Lavrac and Blaz Zupan
In: Data mining and knowledge discovery handbook. (2006) New York: Springer , New York , pp. 1107-1137.

User study of ontology generation tool
Ivana Ilijasic Misic, Bozidar Kovacic, Tamara Mohoric, Dunja Mladenić, Blaz Fortuna and Marko Grobelnik
In: ITI 2007, 25-28 06. 2007, Cavtat, Croatia.

Evaluation of semi-automatic ontology generation in real-world setting
Dunja Mladenić and Marko Grobelnik
In: ITI-2007, 25-28 06 2007, Cavtat, Croatia.

Machine learning for resolving researcher affiliation
Marjan Sterk, Damijel Vladusic, Eva Milosevic, Jure Ferlez, Dunja Mladenić and Marko Grobelnik
In: IS-2007, 8-12 October 2007, Ljbuljana, Slovenia.

Triplet extraction from sentences
Delia Rusu, Lorand Dali, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić
In: IS-2007, 8-12 October 2007, Ljubljana, Slovenia.

EXPLORATORY ANALISYSIS OF THE ILPnet2 SOCIAL NETWORK
Sergeja Sabo, Miha Grcar, David Fabjan, Peter Ljubic and Nada Lavrac
In: IS-2007, 8-12 October 2007, Ljubljana, Slovenia.

A PROTOTYPE DECISION SUPPORT SYSTEM FOR GMO TRACEABILITY
Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Stebih, Dany Morisset and Jana Zel
In: IS 2007, 8-12 October 2007, Ljubljana, Slovenia.

LEARNING RIPPLE DOWN RULES FOR EFFICIENT LEMMATIZATION
Matjaz Jursic, Igor Mozetic and Nada Lavrac
In: IS 2007, 8-12 October 2007, Ljub ljana, Slovenia.

ADVANCING TOPIC ONTOLOGY LEARNING THROUGH TERM EXTRACTION
Blaz Fortuna, Nada Lavrac and Paola Velardi
In: IS 2007, 8-12 October 2007, Ljubljana, Slovenia.

PREDICTING THE ADDITION OF NEW CONCEPTS IN A TOPIC HIERARCHY
Janez Brank, Dunja Mladenić and Marko Grobelnik
In: IS 2007, 8-12 October 2007, Ljubljana, Slovenia.

Extracting named entities and relating them over time based on Wikipedia
Abhiji Bhole, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić
Informatica Volume 22, Number 4, pp. 20-26, 2007.

From social network to light-weight ontology
Dunja Mladenić, Marko Grobelnik and Blaz Fortuna
In: IJCAI TextLink 2007, 6-12 Jan 2007, Hyderabad, India.

Using text mining and link analysis for software
Miha Grcar, Marko Grobelnik and Dunja Mladenić
In: ECML/PKDD MCD 2007, 17-21 Sep 2007, Warsaw, Poland.

Finding community structure in social network analysis – overview
Jan Rupnik
In: IS-2006, 8-12 Oct 2006, Ljubljana, Slovenia.

Overview of algorithms for graph drawing
Bostjan Pajntar
In: IS 2006, 8-12 Oct 2006, Ljubljana, Slovenia.