PASCAL - Pattern 
Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameNada Lavrac
TitleDr
SiteJozef Stefan Institute, Ljubljana
StatusResearcher
Tel+386 1 4773272
Fax+386 1 4251038
WWWwww-ai.ijs.si/NadaLavrac/

Research Interests
Learning/Statistics & Optimisation
Theory & Algorithms
Natural Language Processing
Information Retrieval & Textual Information Access
Publications

Number of records: 71.

A methodology for mining document-enriched heterogeneous information networks Nada Lavrac, Nejc Trdin and Miha Grčar Article Item not available online. (07 June 2012)
Advances in data mining for biomedical research Nada Lavrac Conference or Workshop Item Item not available online. (2012)
Advances in semantic data mining Nada Lavrac Conference or Workshop Item Item not available online. (2012)
Bridging concept identification for constructing information networks from text documents Nada Lavrac, Matjaž Juršič, Borut Sluban, Bojan Cestnik and Miha Grčar Article Item not available online. (2012)
Constraint-driven optimization of plant defense model parameters Nada Lavrac, Dragana Miljković, Matjaž Depolli, Igor Mozetič, Tjaša Stare, Marko Petek and Kristina Gruden Conference or Workshop Item Item not available online. (2012)
NLP workflow for on-line definition extraction from English and Slovene text corpora Nada Lavrac, Senja Pollak, Anže Vavpetič, Janez Kranjc and Špela Vintar Conference or Workshop Item Item not available online. (2012)
Orange4WS environment for service-oriented data mining Nada Lavrac, Vid Podpečan and Monika Žakova Article Item not available online. (20 December 2010)
Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining Petra Kralj, Nada Lavrac and Geoff Webb Article Item not available online. (2009)
A lemmatization web service based on machine learning techniques Joel Plisson, Dunja Mladenić, Nada Lavrac and Tomaz Erjavec Conference or Workshop Item Item not available online. (2005)
A PROTOTYPE DECISION SUPPORT SYSTEM FOR GMO TRACEABILITY Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Stebih, Dany Morisset and Jana Zel Conference or Workshop Item Item not available online. (2007)
A Prototype Decision Support System for GMO Traceability Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset and Jana Žel Conference or Workshop Item Item not available online. (October 2007)
A Prototype Decision Support System for GMO Traceability Petra Kralj, Nada Lavrac, Kristina Gruden, Ana Rotter, Dejan Štebih, Dany Morisset and Jana Žel Conference or Workshop Item Item not available online. (October 2007)
A rule based approach to word lemmatization Joel Plisson, Nada Lavrac and Dunja Mladenić Article (October 2004)
A RULE BASED APPROACH TO WORD LEMMATIZATION Joel Plisson, Nada Lavrac and Dunja Mladenić Conference or Workshop Item (October 2004)
ADVANCING TOPIC ONTOLOGY LEARNING THROUGH TERM EXTRACTION Blaz Fortuna, Nada Lavrac and Paola Velardi Conference or Workshop Item Item not available online. (2007)
Advancing topic ontology learning through term extraction. Blaz Fortuna, Nada Lavrac and Paola Velardi Article Item not available online. (2008)
Application of closed itemset mining for class labeled data in functional genomics Petra Kralj, Ana Grubesic, Kristina Gruden, Nada Lavrac and Gemma Casas-Garriga Article (July 2006)
Automated extraction and structuring of competencies from unstructured company data : two case studies Nada Lavrac, Peter Ljubic, Dunja Mladenić and Joel Plisson Conference or Workshop Item Item not available online. (2005)
Automated structuring of company competencies in virtual organizations Peter Ljubic, Nada Lavrac, Joel Plisson, Dunja Mladenić, Stefan Bollhalter and Mitja Jermol Conference or Workshop Item (October 2005)
Automated structuring of company profiles Peter Ljubic, Nada Lavrac, Dunja Mladenić, Joel Plisson and Igor Mozetic Article Item not available online. (2006)
Avoiding data overfitting in scientific discovery Dragan Gamberger and Nada Lavrac Conference or Workshop Item Item not available online. (2004)
Bisociative knowledge discovery by literature outlier detection Nada Lavrac, Ingrid Petrič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)
Bisociative Knowledge Discovery for Microarray Data Analysis Igor Mozetic, Nada Lavrac, Vid Podpecan, Petra Kralj Novak, Helena Motain, Marko Petek, Kristina Gruden, Hannu Toivonen and Kimmo Kulovesi Conference or Workshop Item (January 2010)
Bisociative literature mining by ensemble heuristics Nada Lavrac, Matjaž Juršič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)
Closed Sets for Labeled Data Gemma Casas-Garriga, Petra Kralj and Nada Lavrac Article (30 June 2006)
Closed Sets for Labeled Data Gemma Garriga, Petra Kralj and Nada Lavrac Article (2008)
Closed Sets for Labeled Data Gemma Garriga, Petra Kralj and Nada Lavrac Article Item not available online. (2008)
ClowdFlows : a cloud based scientific workflow platform Nada Lavrac, Janez Kranjc and Vid Podpečan Article Item not available online. (2012)
Constructing information networks from textual documents Matjaz Jursic, Nada Lavrac, Igor Mozetic, Vid Podpecan and Hannu Toivonen Conference or Workshop Item Item not available online. (September 2009)
Contrast Set Mining for Distinguishing between Similar Diseases Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić Conference or Workshop Item Item not available online. (June 2007)
Contrast Set Mining through Subgroup Discovery Applied to Brain Ischaemia Data Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić Conference or Workshop Item Item not available online. (May 2007)
Contrasting subgroup discovery Nada Lavrac, Laura Langohr, Vid Podpečan, Marko Petek, Igor Mozetič, Kristina Gruden and Hannu Toivonen Article Item not available online. (22 September 2012)
Cross-domain literature mining : Finding bridging concepts with CrossBee Nada Lavrac, Matjaž Juršič, Bojan Cestnik and Tanja Urbančič Conference or Workshop Item Item not available online. (2012)
CSM-SD: Methodology for contrast set mining through subgroup discovery Petra Kralj, Nada Lavrac, Dragan Gamberger and Antonija Krstačić Article Item not available online. (February 2009)
CSM-SD: Methodology for contrast set mining through subgroup discovery Petra Kralj, Nada Lavrac and Antonija Krstacic Article Item not available online. (2009)
Data mining Nada Lavrac Monograph Item not available online. (2005)
Data mining for decision support : an application in public health care Aleksander Pur, Marko Bohanec, Bojan Cestnik and Nada Lavrac Conference or Workshop Item Item not available online. (2005)
Data mining in medicine Nada Lavrac and Blaz Zupan Book Section Item not available online. (2006)
Enhancing human choice by information technologies Tanja Urbancic, Olga Stepankova and Nada Lavrac Book Section Item not available online. (2006)
Explaining subgroups through ontologies Nada Lavrac, Anže Vavpetič, Vid Podpečan and Stijn Meganck Article Item not available online. (2012)
EXPLORATORY ANALISYSIS OF THE ILPnet2 SOCIAL NETWORK Sergeja Sabo, Miha Grcar, David Fabjan, Peter Ljubic and Nada Lavrac Conference or Workshop Item Item not available online. (2007)
Exploring the power of outliers for cross-domain literature mining Nada Lavrac, Borut Sluban, Matjaž Juršič and Bojan Cestnik Article Item not available online. (2012)
Foundations of rule learning Nada Lavrac, Johannes Furnkranz and Dragan Gamberger Monograph Item not available online. (2012)
Induction of comprehensible models for gene expression datasets by subgroup discovery methodology Dragan Gamberger, Nada Lavrac, Filip Zelezni and Jakub Tolar Article Item not available online. (2004)
Introduction : lessons learned from data mining applications and collaborative problem solving. Nada Lavrac, Hiroshi Motoda, Tom Fawcett, Rob Holte, Pat Langley and Pieter Adriaans Article Item not available online. (2004)
Irregularity detection in categorized document corpora Nada Lavrac, Borut Sluban, Senja Pollak and Roel Coesemans Conference or Workshop Item Item not available online. (2012)
Knowledge discovery using a service oriented web application Nada Lavrac, Janez Kranjc and Vid Podpečan Conference or Workshop Item Item not available online. (2012)
LEARNING RIPPLE DOWN RULES FOR EFFICIENT LEMMATIZATION Matjaz Jursic, Igor Mozetic and Nada Lavrac Conference or Workshop Item Item not available online. (2007)
Local patterns : theory and practice of constraint-based relational subgroup discovery Nada Lavrac, Filip Zelezni and Saso Dzeroski Conference or Workshop Item Item not available online. (2005)
Modelling a biological system : network creation by triplet extraction from biological literature Nada Lavrac, Dragana Miljković, Vid Podpečan, Miha Grčar, Kristina Gruden, Tjaša Stare, Marko Petek and Igor Mozetič Article Item not available online. (2012)
New media and knowledge management Nada Lavrac, Mitja Jermol, Tanja Urbancic and Dunja Mladenić Monograph Item not available online. (2005)
Outlier detection in cross-context link discovery for creative literature mining Nada Lavrac, Ingrid Petrič, Bojan Cestnik and Tanja Urbančič Article Item not available online. (2012)
Propositionalization-based relational subgroup discovery with RSD Filip Zelezni and Nada Lavrac Article Item not available online. (2006)
Relation descriptive analysis of gene expression data Igor Trajkovski, Filip Zelezni, Nada Lavrac and Jakub Tolar Conference or Workshop Item Item not available online. (2006)
Relational and semantic data mining for biomedical research Nada Lavrac and Petra Kralj Novak Conference or Workshop Item Item not available online. (2012)
Relational subgroup discovery for descriptive analysis of microarray data Igor Trajkovski, Filip Zelezni, Jakub Tolar and Nada Lavrac Book Section Item not available online. (2006)
Relevancy constraints revisited in ROC space Nada Lavrac and Dragan Gamberger Conference or Workshop Item Item not available online. (September 2004)
Resource modeling and analysis of regional public health care data by means of knowledge technologies Nada Lavrac, Marko Bohanec, Aleksander Pur and Bojan Cestnik Conference or Workshop Item Item not available online. (2005)
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 Book Section Item not available online. (2006)
Ripple down rule learning for automated word lemmatisation Plisson Joël, Nada Lavrac, Dunja Mladenić and Erjavec Tomaz Article Item not available online. (2008)
Rule induction Nada Lavrac Conference or Workshop Item Item not available online. (2005)
Semantic subgroup discovery and cross-context linking for microarray data analysis Nada Lavrac, Igor Mozetič, Vid Podpečan, Petka Kralj Novak, Helena Motaln, Marko Petek, Krstina Gruden, Hannu Toivonen and Kimmo Kulovesi Article Item not available online. (2012)
Semantic subgroup discovery systems and workflows in the SDM-Toolkit Nada Lavrac and Anže Vavpetič Article Item not available online. (04 June 2012)
Signalling network construction for modelling plant defence response Nada Lavrac, Dragana Miljković, Tjaša Stare, Igor Mozetič, Vid Podpečan, Marko Petek, Kamil Witek, Marina Dermastia and Kristina Gruden Article Item not available online. (18 December 2012)
Subgroup discovery techniques and applications Nada Lavrac Conference or Workshop Item Item not available online. (2005)
Subgroup discovery techniques and applications Nada Lavrac Conference or Workshop Item Item not available online. (10 April 2005)
Subgroup discovery with CN2-SD Nada Lavrac, Branko Kavsek, Peter Flach and Ljupco Todorovski Article Item not available online. (2004)
Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining Petra Kralj, Nada Lavrac and Geoffrey I. Webb Article (February 2009)
Supporting Factors to Improve the Explanatory Potential of Contrast Set Mining: Analyzing Brain Ischaemia Data Nada Lavrac, Petra Kralj, Dragan Gamberger and Antonija Krstačić Conference or Workshop Item Item not available online. (June 2007)
Using machine learning to structure the expertise of companies: analysis of the Yahoo! business data Joel Plisson, Dunja Mladenić, Peter Ljubic, Nada Lavrac and Marko Grobelnik Conference or Workshop Item (October 2005)
Visual divisive hierarchical clustering using k-means Nada Lavrac, Matic Perovšek and Bojan Cestnik Conference or Workshop Item Item not available online. (2012)

This list was generated on Sat Oct 25 02:34:46 BST 2014.