Bojan Cestnik

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 12

Top Topics

Probability Estimation

Relational Domains

Lessons Learned

Top Venues

Expert Syst. Appl.

Publications

Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin
AHAM: Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining. IDA (1) (2024)
Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin
AHAM: Adapt, Help, Ask, Model - Harvesting LLMs for literature mining. CoRR (2023)
Nada Lavrac, Matej Martinc, Senja Pollak, Marusa Pompe-Novak, Bojan Cestnik
Bisociative Literature-Based Discovery: Lessons Learned and New Word Embedding Approach. New Gener. Comput. 38 (4) (2020)
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
COVID-19 Therapy Target Discovery with Context-Aware Literature Mining. DS (2020)
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
COVID-19 therapy target discovery with context-aware literature mining. CoRR (2020)
Bojan Cestnik
On finding the optimal parameters for probability estimation with m-estimate. CompSysTech (2020)
Nada Lavrac, Matej Martinc, Senja Pollak, Bojan Cestnik
Bisociative Literature-Based Discovery: Lessons Learned and New Prospects. ICCC (2020)
Bojan Cestnik, Alenka Kern
Supporting decisions with fast and frugal trees for improving trust in public housing services. CompSysTech (2019)
Bojan Cestnik
Revisiting the Optimal Probability Estimator from Small Samples for Data Mining. Int. J. Appl. Math. Comput. Sci. 29 (4) (2019)
Donatella Gubiani, Elsa Fabbretti, Bojan Cestnik, Nada Lavrac, Tanja Urbancic
Outlier based literature exploration for cross-domain linking of Alzheimer's disease and gut microbiota. Expert Syst. Appl. 85 (2017)
Bojan Cestnik, Alenka Kern
Cross-Context Linking Concepts Discovery in E-Government Literature. EGOV (2016)
Matic Perovsek, Janez Kranjc, Tomaz Erjavec, Bojan Cestnik, Nada Lavrac
TextFlows: A visual programming platform for text mining and natural language processing. Sci. Comput. Program. 121 (2016)
Bojan Cestnik, Marko Bohanec, Tanja Urbancic
QTvity: advancing students' engagement during lectures by using mobile devices. CompSysTech (2015)
Matic Perovsek, Anze Vavpetic, Janez Kranjc, Bojan Cestnik, Nada Lavrac
Wordification: Propositionalization by unfolding relational data into bags of words. Expert Syst. Appl. 42 (17-18) (2015)
Davor Orlic, Bojan Cestnik, Tanja Urbancic
What can videolectures.net and translectures do for opening higher education to the multicultural world. CompSysTech (2014)
Bojan Cestnik, Alenka Kern
Agile Sentiment Analysis for more Responsive Public Relations. EGOV/ePart Ongoing Research (2013)
Matic Perovsek, Bojan Cestnik, Tanja Urbancic, Simon Colton, Nada Lavrac
Towards Narrative Ideation via Cross-Context Link Discovery Using Banded Matrices. IDA (2013)
Viljem Krizman, Aram Karalic, Slawomir Kuklinski, Bojan Cestnik
Implementation aspects of self-healing functionality in long term evolution (LTE) networks. CompSysTech (2013)
Matjaz Jursic, Bojan Cestnik, Tanja Urbancic, Nada Lavrac
HCI Empowered Literature Mining for Cross-Domain Knowledge Discovery. CHI-KDD (2013)
Matic Perovsek, Anze Vavpetic, Bojan Cestnik, Nada Lavrac
A Wordification Approach to Relational Data Mining. Discovery Science (2013)
Ingrid Petric, Bojan Cestnik, Nada Lavrac, Tanja Urbancic
Outlier Detection in Cross-Context Link Discovery for Creative Literature Mining. Comput. J. 55 (1) (2012)
Alenka Kern, Bojan Cestnik
From social networks to public sector services: a case study of citizen participation in real estate. CompSysTech (2012)
Matjaz Jursic, Bojan Cestnik, Tanja Urbancic, Nada Lavrac
Cross-domain literature mining: Finding bridging concepts with CrossBee. ICCC (2012)
Borut Sluban, Matjaz Jursic, Bojan Cestnik, Nada Lavrac
Evaluating Outliers for Cross-Context Link Discovery. AIME (2011)
Maja Bracic Lotric, Bojan Cestnik
Literature mining of blood flow regulatory mechanisms for finding cross context relations. CompSysTech (2011)
Bojan Cestnik, Stojan Kosti
Constructing semantic ontologies for business analytics. CompSysTech (2010)
Matjaz Jursic, Igor Mozetic, Miha Grcar, Bojan Cestnik, Nada Lavrac
Identification of concepts bridging diverse biomedical domains. BMC Bioinform. 11 (S-5) (2010)
Ingrid Petric, Tanja Urbancic, Bojan Cestnik, Marta Macedoni-Luksic
Literature mining method RaJoLink for uncovering relations between biomedical concepts. J. Biomed. Informatics 42 (2) (2009)
Tanja Urbancic, Ingrid Petric, Bojan Cestnik
RaJoLink: A Method for Finding Seeds of Future Discoveries in Nowadays Literature. ISMIS (2009)
Bojan Cestnik, Alenka Kern, Helena Modrijan
Semi-automatic Ontology Construction for Improving Comprehension of Legal Documents. EGOV (2008)
Ingrid Petric, Tanja Urbancic, Bojan Cestnik
Discovering Hidden Knowledge from Biomedical Literature. Informatica (Slovenia) 31 (1) (2007)
Aleksander Pur, Marko Bohanec, Nada Lavrac, Bojan Cestnik, Marko Debeljak, Anton Gradisek
Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization. AIME (2007)
Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Marko Debeljak, Andrej Kobler
Data mining and visualization for decision support and modeling of public health-care resources. J. Biomed. Informatics 40 (4) (2007)
Tanja Urbancic, Ingrid Petric, Bojan Cestnik, Marta Macedoni-Luksic
Literature Mining: Towards Better Understanding of Autism. AIME (2007)
Aleksander Pur, Marko Bohanec, Bojan Cestnik, Nada Lavrac, Marko Debeljak, Tadeja Kopac
Data Mining for Decision Support: An Application in Public Health Care. IEA/AIE (2005)
Artur Rocha, Bojan Cestnik, Marco Amaro Oliveira
Interoperable Geographic Information Services to Support Crisis Management. W2GIS (2005)
Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Mitja Jermol, Tanja Urbancic, Marko Debeljak, Branko Kavsek, Tadeja Kopac
Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies. AIME (2005)
Nada Lavrac, Bojan Cestnik, Dragan Gamberger, Peter A. Flach
Decision Support Through Subgroup Discovery: Three Case Studies and the Lessons Learned. Mach. Learn. 57 (1-2) (2004)
Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic
Qualitative Multi-attribute Modeling and its Application in Housing. J. Decis. Syst. 10 (2) (2001)
I. Hiti, Bojan Cestnik, F. Selan, J. Janezic
Analyzing context in DSS for optimal selection of telecommunication services and technologies for business support. Context Sensitive Decision Support Systems (1998)
Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic
Evaluation models for housing loan allocation in the context of floats. Context Sensitive Decision Support Systems (1998)
Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik
A Dataset Decomposition Approach to Data Mining and Machine Discovery. KDD (1997)
Ivan Bratko, Bojan Cestnik, Igor Kononenko
Attribute-Based Learning. AI Commun. 9 (1) (1996)
Bojan Cestnik, Ivan Bratko
On Estimating Probabilities in Tree Pruning. EWSL (1991)
Peter Clark, Bojan Cestnik, Claude Sammut, Joachim Stender
Panel: Applications of Machine Learning: Notes from the Panel Members. EWSL (1991)
Bojan Cestnik
Estimating Probabilities: A Crucial Task in Machine Learning. ECAI (1990)
Bojan Cestnik, Ivan Bratko
Learning Redundant Rules in Noisy Domains. ECAI (1988)
Bojan Cestnik, Igor Kononenko, Ivan Bratko
ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users. EWSL (1987)