Bojan Cestnik

According to our database, Bojan Cestnik authored at least 52 papers between 1987 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

AHAM: Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining.

Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2020

Bisociative Literature-Based Discovery: Lessons Learned and New Word Embedding Approach.

Nada Lavrac, Matej Martinc, Senja Pollak, Marusa Pompe-Novak, Bojan Cestnik

New Gener. Comput., 2020

Bisociative Literature-Based Discovery: Lessons Learned and New Prospects.

Nada Lavrac, Matej Martinc, Senja Pollak, Bojan Cestnik

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

COVID-19 Therapy Target Discovery with Context-Aware Literature Mining.

Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak

Proceedings of the Discovery Science - 23rd International Conference, 2020

On finding the optimal parameters for probability estimation with m-estimate.

Bojan Cestnik

Proceedings of the International Conference on Computer Systems and Technologies 2020, 2020

2019

Revisiting the Optimal Probability Estimator from Small Samples for Data Mining.

Bojan Cestnik

Int. J. Appl. Math. Comput. Sci., 2019

Supporting decisions with fast and frugal trees for improving trust in public housing services.

Bojan Cestnik, Alenka Kern

Proceedings of the 20th International Conference on Computer Systems and Technologies, 2019

Bisociative Knowledge Discovery for Cross-domain Literature Mining.

Nada Lavrac, Matjaz Jursic, Borut Sluban, Matic Perovsek, Senja Pollak, Tanja Urbancic, Bojan Cestnik

Proceedings of the Computational Creativity, 2019

2017

Outlier based literature exploration for cross-domain linking of Alzheimer's disease and gut microbiota.

Donatella Gubiani, Elsa Fabbretti, Bojan Cestnik, Nada Lavrac, Tanja Urbancic

Expert Syst. Appl., 2017

2016

Empowering Bridging Term Discovery for Cross-Domain Literature Mining in the TextFlows Platform.

Matic Perovsek, Matjaz Jursic, Bojan Cestnik, Nada Lavrac

Proceedings of the Machine Learning for Health Informatics, 2016

TextFlows: A visual programming platform for text mining and natural language processing.

Matic Perovsek, Janez Kranjc, Tomaz Erjavec, Bojan Cestnik, Nada Lavrac

Sci. Comput. Program., 2016

Cross-Context Linking Concepts Discovery in E-Government Literature.

Bojan Cestnik, Alenka Kern

Proceedings of the Electronic Government - 15th IFIP WG 8.5 International Conference, 2016

2015

Wordification: Propositionalization by unfolding relational data into bags of words.

Matic Perovsek, Anze Vavpetic, Janez Kranjc, Bojan Cestnik, Nada Lavrac

Expert Syst. Appl., 2015

QTvity: advancing students' engagement during lectures by using mobile devices.

Bojan Cestnik, Marko Bohanec, Tanja Urbancic

Proceedings of the 16th International Conference on Computer Systems and Technologies, 2015

2014

What can videolectures.net and translectures do for opening higher education to the multicultural world.

Davor Orlic, Bojan Cestnik, Tanja Urbancic

Proceedings of the 15th International Conference on Computer Systems and Technologies, 2014

2013

HCI Empowered Literature Mining for Cross-Domain Knowledge Discovery.

Matjaz Jursic, Bojan Cestnik, Tanja Urbancic, Nada Lavrac

Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

Towards Narrative Ideation via Cross-Context Link Discovery Using Banded Matrices.

Matic Perovsek, Bojan Cestnik, Tanja Urbancic, Simon Colton, Nada Lavrac

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Agile Sentiment Analysis for more Responsive Public Relations.

Bojan Cestnik, Alenka Kern

Proceedings of the Electronic Government and Electronic Participation: Joint Proceedings of Ongoing Research of IFIP EGOV and IFIP ePart 2013, 2013

A Wordification Approach to Relational Data Mining.

Matic Perovsek, Anze Vavpetic, Bojan Cestnik, Nada Lavrac

Proceedings of the Discovery Science - 16th International Conference, 2013

Implementation aspects of self-healing functionality in long term evolution (LTE) networks.

Viljem Krizman, Aram Karalic, Slawomir Kuklinski, Bojan Cestnik

Proceedings of the Computer Systems and Technologies, 2013

2012

Exploring the Power of Outliers for Cross-Domain Literature Mining.

Borut Sluban, Matjaz Jursic, Bojan Cestnik, Nada Lavrac

Proceedings of the Bisociative Knowledge Discovery, 2012

Bisociative Knowledge Discovery by Literature Outlier Detection.

Ingrid Petric, Bojan Cestnik, Nada Lavrac, Tanja Urbancic

Proceedings of the Bisociative Knowledge Discovery, 2012

Bridging Concept Identification for Constructing Information Networks from Text Documents.

Matjaz Jursic, Borut Sluban, Bojan Cestnik, Miha Grcar, Nada Lavrac

Proceedings of the Bisociative Knowledge Discovery, 2012

Bisociative Literature Mining by Ensemble Heuristics.

Matjaz Jursic, Bojan Cestnik, Tanja Urbancic, Nada Lavrac

Proceedings of the Bisociative Knowledge Discovery, 2012

Outlier Detection in Cross-Context Link Discovery for Creative Literature Mining.

Ingrid Petric, Bojan Cestnik, Nada Lavrac, Tanja Urbancic

Comput. J., 2012

Cross-domain literature mining: Finding bridging concepts with CrossBee.

Matjaz Jursic, Bojan Cestnik, Tanja Urbancic, Nada Lavrac

Proceedings of the Third International Conference on Computational Creativity, 2012

From social networks to public sector services: a case study of citizen participation in real estate.

Alenka Kern, Bojan Cestnik

Proceedings of the 2012 Conference on Computer Systems and Technologies, 2012

2011

Literature mining of blood flow regulatory mechanisms for finding cross context relations.

Maja Bracic Lotric, Bojan Cestnik

Proceedings of the 12th International Conference on Computer Systems and Technologies, 2011

Evaluating Outliers for Cross-Context Link Discovery.

Borut Sluban, Matjaz Jursic, Bojan Cestnik, Nada Lavrac

Proceedings of the Artificial Intelligence in Medicine, 2011

2010

Identification of concepts bridging diverse biomedical domains.

Matjaz Jursic, Igor Mozetic, Miha Grcar, Bojan Cestnik, Nada Lavrac

BMC Bioinform., 2010

Constructing semantic ontologies for business analytics.

Bojan Cestnik, Stojan Kosti

Proceedings of the 11th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing, 2010

2009

Literature mining method RaJoLink for uncovering relations between biomedical concepts.

Ingrid Petric, Tanja Urbancic, Bojan Cestnik, Marta Macedoni-Luksic

J. Biomed. Informatics, 2009

RaJoLink: A Method for Finding Seeds of Future Discoveries in Nowadays Literature.

Tanja Urbancic, Ingrid Petric, Bojan Cestnik

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

2008

Semi-automatic Ontology Construction for Improving Comprehension of Legal Documents.

Bojan Cestnik, Alenka Kern, Helena Modrijan

Proceedings of the Electronic Government, 7th International Conference, 2008

2007

Data mining and visualization for decision support and modeling of public health-care resources.

Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Marko Debeljak, Andrej Kobler

J. Biomed. Informatics, 2007

Discovering Hidden Knowledge from Biomedical Literature.

Ingrid Petric, Tanja Urbancic, Bojan Cestnik

Informatica (Slovenia), 2007

Literature Mining: Towards Better Understanding of Autism.

Tanja Urbancic, Ingrid Petric, Bojan Cestnik, Marta Macedoni-Luksic

Proceedings of the Artificial Intelligence in Medicine, 2007

Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization.

Aleksander Pur, Marko Bohanec, Nada Lavrac, Bojan Cestnik, Marko Debeljak, Anton Gradisek

Proceedings of the Artificial Intelligence in Medicine, 2007

2005

Interoperable Geographic Information Services to Support Crisis Management.

Artur Rocha, Bojan Cestnik, Marco Amaro Oliveira

Proceedings of the Web and Wireless Geographical Information Systems, 2005

Data Mining for Decision Support: An Application in Public Health Care.

Aleksander Pur, Marko Bohanec, Bojan Cestnik, Nada Lavrac, Marko Debeljak, Tadeja Kopac

Proceedings of the Innovations in Applied Artificial Intelligence, 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, Tadeja Kopac

Proceedings of the Artificial Intelligence in Medicine, 2005

2004

Decision Support Through Subgroup Discovery: Three Case Studies and the Lessons Learned.

Nada Lavrac, Bojan Cestnik, Dragan Gamberger, Peter A. Flach

Mach. Learn., 2004

2001

Qualitative Multi-attribute Modeling and its Application in Housing.

Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic

J. Decis. Syst., 2001

1998

Analyzing context in DSS for optimal selection of telecommunication services and technologies for business support.

I. Hiti, Bojan Cestnik, F. Selan, J. Janezic

Proceedings of the Context Sensitive Decision Support Systems, 1998

Evaluation models for housing loan allocation in the context of floats.

Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic

Proceedings of the Context Sensitive Decision Support Systems, 1998

1997

A Dataset Decomposition Approach to Data Mining and Machine Discovery.

Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

1996

Attribute-Based Learning.

Ivan Bratko, Bojan Cestnik, Igor Kononenko

AI Commun., 1996

1991

Panel: Applications of Machine Learning: Notes from the Panel Members.

Peter Clark, Bojan Cestnik, Claude Sammut, Joachim Stender

Proceedings of the Machine Learning, 1991

On Estimating Probabilities in Tree Pruning.

Bojan Cestnik, Ivan Bratko

Proceedings of the Machine Learning, 1991

1990

Estimating Probabilities: A Crucial Task in Machine Learning.

Bojan Cestnik

Proceedings of the 9th European Conference on Artificial Intelligence, 1990

1988

Learning Redundant Rules in Noisy Domains.

Bojan Cestnik, Ivan Bratko

Proceedings of the 8th European Conference on Artificial Intelligence, 1988

1987

ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users.

Bojan Cestnik, Igor Kononenko, Ivan Bratko

Proceedings of the Progress in Machine Learning, 1987